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      "title": "ALwrity",
      "description": "Full-stack content OS w/ GSC SEO; solo-maintained",
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      "markdown": "https://gtmstacker.com/registry/tool/alwrity/index.md"
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      "slug": "anomalib",
      "url": "https://gtmstacker.com/registry/tool/anomalib/",
      "title": "Anomalib",
      "description": "~6024 stars; via ossinsight.io",
      "one_liner": "~6024 stars; via ossinsight.io",
      "category": "ai-infrastructure",
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      "url": "https://gtmstacker.com/registry/tool/apache-seatunnel/",
      "title": "Apache SeaTunnel",
      "description": "OSS alt to Fivetran/Airbyte; ~9543 stars; via ossinsight.io",
      "one_liner": "OSS alt to Fivetran/Airbyte; ~9543 stars; via ossinsight.io",
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      "url": "https://gtmstacker.com/registry/tool/apache-unomi/",
      "title": "Apache Unomi",
      "description": "Genuine OSI CDP; ASF-governed; heavy Java",
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      "markdown": "https://gtmstacker.com/registry/tool/apache-unomi/index.md"
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      "url": "https://gtmstacker.com/registry/tool/appflowy/",
      "title": "AppFlowy",
      "description": "OSS alt to Notion; ~75102 stars; AGPL copyleft; via ossinsight.io",
      "one_liner": "OSS alt to Notion; ~75102 stars; AGPL copyleft; via ossinsight.io",
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      "title": "Aptabase",
      "description": "OSS alt to Google Analytics; ~1774 stars; via openalternative.co",
      "one_liner": "OSS alt to Google Analytics; ~1774 stars; via openalternative.co",
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    {
      "id": "com.gtmstacker.registry/tool/astro",
      "type": "tool",
      "slug": "astro",
      "url": "https://gtmstacker.com/registry/tool/astro/",
      "title": "Astro",
      "description": "GATE PASS; modern content framework",
      "one_liner": "GATE PASS; modern content framework",
      "category": "website-cms",
      "tags": [
        "website-cms",
        "website-builders-cms"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "2c23b71cf0abaee6321439492c6b64104f349df435ed1e5630df76648aa3c6dc",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/astro/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/astro/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/async-praw",
      "type": "tool",
      "slug": "async-praw",
      "url": "https://gtmstacker.com/registry/tool/async-praw/",
      "title": "Async PRAW",
      "description": "~154 stars; complements PRAW, redditwarp; aiohttp-based async twin of PRAW; same OAuth2 sanctioned Reddit API and rate-limit compliance. ToS-clean official approach for asyncio workloads.",
      "one_liner": "~154 stars; complements PRAW, redditwarp; aiohttp-based async twin of PRAW; same OAuth2 sanctioned Reddit API and rate-limit compliance. ToS-clean official…",
      "category": "social-community",
      "tags": [
        "social-community",
        "social-microblogging-communities"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "3144cf171d1ec4567c9a84d29672b62af8326086d72c48fc71cebd14d8e528af",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/async-praw/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/async-praw/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/atomic-crm",
      "type": "tool",
      "slug": "atomic-crm",
      "url": "https://gtmstacker.com/registry/tool/atomic-crm/",
      "title": "Atomic CRM",
      "description": "OSS alt to Attio; ~1192 stars; via openalternative.co",
      "one_liner": "OSS alt to Attio; ~1192 stars; via openalternative.co",
      "category": "crm-sales",
      "tags": [
        "crm-sales"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "1726fd832f73f6ba80a6460cd8a960e0461f2330ee61c32efb0dcba19cced8f0",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/atomic-crm/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/atomic-crm/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/atproto-python-sdk",
      "type": "tool",
      "slug": "atproto-python-sdk",
      "url": "https://gtmstacker.com/registry/tool/atproto-python-sdk/",
      "title": "atproto (python-sdk)",
      "description": "~654 stars; complements skyware-js/bot, mattn/bsky; App-password / OAuth session against the open AT Protocol (XRPC), auto-generated from official lexicons; sync+async. Open protocol — no ToS/ban risk; PDS-agnostic. De-facto Python SDK for Bluesky.",
      "one_liner": "~654 stars; complements skyware-js/bot, mattn/bsky; App-password / OAuth session against the open AT Protocol (XRPC), auto-generated from official lexicons;…",
      "category": "social-community",
      "tags": [
        "social-community",
        "social-microblogging-communities"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "be7b72676ce5068cbe85ed7dca9e87177508e683aa8476d396e9c85005f6f062",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/atproto-python-sdk/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/atproto-python-sdk/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/atrocore",
      "type": "tool",
      "slug": "atrocore",
      "url": "https://gtmstacker.com/registry/tool/atrocore/",
      "title": "AtroCore",
      "description": "Most-maintained GPL; DAM one module",
      "one_liner": "Most-maintained GPL; DAM one module",
      "category": "marketing-ops",
      "tags": [
        "marketing-ops",
        "dam-creative-ops"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "103b0cbfb335e262e6f60a037fb9d8043c2a3aaf544e71f9fc2bc7ab6a4774c5",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/atrocore/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/atrocore/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/axolotl",
      "type": "tool",
      "slug": "axolotl",
      "url": "https://gtmstacker.com/registry/tool/axolotl/",
      "title": "Axolotl",
      "description": "Default-on telemetry (opt-out); cutting-edge methods",
      "one_liner": "Default-on telemetry (opt-out); cutting-edge methods",
      "category": "ai-infrastructure",
      "tags": [
        "ai-infrastructure"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "99cac0c182168ddb66495af3fa135b6ee76727b76db8047b97ce4d9be643e968",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/axolotl/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/axolotl/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/bento",
      "type": "tool",
      "slug": "bento",
      "url": "https://gtmstacker.com/registry/tool/bento/",
      "title": "Bento",
      "description": "OSS alt to closed stream processors; the fully-open Benthos; ~2100 stars; complements Benthos/redpanda-data-connect (upstream), Trigger.dev, SeaTunnel (XREF); MIT. Community fork of Benthos, created after the original (now redpanda-data/connect) moved to a restrictive source-available license -> Bento is the OSI-open continuation. Config-driven stream pipelines using official service creds. No per-platform ToS flag.",
      "one_liner": "OSS alt to closed stream processors; the fully-open Benthos; ~2100 stars; complements Benthos/redpanda-data-connect (upstream), Trigger.dev, SeaTunnel (XREF);…",
      "category": "integration-orchestration",
      "tags": [
        "integration-orchestration",
        "ipaas-workflow-orchestration-hubs"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "7c513d360a66c5a6a63625fffc475192c25a81f3aef67f37b367f02159befaee",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/bento/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/bento/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/betterlytics",
      "type": "tool",
      "slug": "betterlytics",
      "url": "https://gtmstacker.com/registry/tool/betterlytics/",
      "title": "Betterlytics",
      "description": "OSS alt to Google Analytics; ~172 stars; via openalternative.co",
      "one_liner": "OSS alt to Google Analytics; ~172 stars; via openalternative.co",
      "category": "analytics-bi",
      "tags": [
        "analytics-bi"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "cd5c74ceecf977b2a0a79218b9c17cbb129a9f2eb5f44fd52f7c0b0aee7b2381",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/betterlytics/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/betterlytics/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/bifrost",
      "type": "tool",
      "slug": "bifrost",
      "url": "https://gtmstacker.com/registry/tool/bifrost/",
      "title": "Bifrost",
      "description": "OSS alt to LiteLLM; ~7151 stars; via ossinsight.io",
      "one_liner": "OSS alt to LiteLLM; ~7151 stars; via ossinsight.io",
      "category": "ai-infrastructure",
      "tags": [
        "ai-infrastructure"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "680eb227e1bea3ada9419b1f1403c89b141eb3101a96206a2e91ef357ac0609a",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/bifrost/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/bifrost/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/billion-mail",
      "type": "tool",
      "slug": "billion-mail",
      "url": "https://gtmstacker.com/registry/tool/billion-mail/",
      "title": "Billion Mail",
      "description": "OSS alt to Mailchimp; ~15393 stars; via openalternative.co",
      "one_liner": "OSS alt to Mailchimp; ~15393 stars; via openalternative.co",
      "category": "marketing-automation",
      "tags": [
        "marketing-automation",
        "marketing-automation-email"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "5fbf2e4ab9d522c32375b8be9a95f50ed30f66cb189ec56a3b6f3cc4d6629531",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/billion-mail/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/billion-mail/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/bolt-python-slack-bolt",
      "type": "tool",
      "slug": "bolt-python-slack-bolt",
      "url": "https://gtmstacker.com/registry/tool/bolt-python-slack-bolt/",
      "title": "bolt-python (Slack Bolt)",
      "description": "~1300 stars; complements python-slack-sdk; Official Slack Bolt framework (Events API, Socket Mode, slash commands). Auth via bot/app tokens + OAuth. No ToS risk.",
      "one_liner": "~1300 stars; complements python-slack-sdk; Official Slack Bolt framework (Events API, Socket Mode, slash commands). Auth via bot/app tokens + OAuth. No ToS…",
      "category": "chat-helpdesk",
      "tags": [
        "chat-helpdesk",
        "messaging-chat-platforms"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "0f0d76a4fa05ce06d398f4252cfcbae97240141c90670885862a089e4d6c59c5",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/bolt-python-slack-bolt/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/bolt-python-slack-bolt/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/brightbean-studio",
      "type": "tool",
      "slug": "brightbean-studio",
      "url": "https://gtmstacker.com/registry/tool/brightbean-studio/",
      "title": "BrightBean Studio",
      "description": "Unified inbox+sentiment; influencer discovery has NO OSS",
      "one_liner": "Unified inbox+sentiment; influencer discovery has NO OSS",
      "category": "seo-research",
      "tags": [
        "seo-research",
        "seo-market-research"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "6d0ee8565ff0164a4e36daca03b8345001ae13a6e034098d267abcc78aecff2a",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/brightbean-studio/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/brightbean-studio/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/browser-harness",
      "type": "tool",
      "slug": "browser-harness",
      "url": "https://gtmstacker.com/registry/tool/browser-harness/",
      "title": "Browser Harness",
      "description": "Pipeline inventory: Stage 5 strong acquisition fallback (fit 8/10) and Stage 2 partial enrichment extractor (fit 6/10). Self-healing harness connects LLMs to a real Chrome browser via CDP/Playwright and writes reusable helpers at runtime; complements Agent Reach/Crawl4AI/Crawlee/Lightpanda; ~16.7k stars. Expected to reduce interactive public-web extraction gaps by roughly 40-60%, but does not supply proprietary firmographic/contact data. CAVEATS: target-site ToS and…",
      "one_liner": "Pipeline inventory: Stage 5 strong acquisition fallback (fit 8/10) and Stage 2 partial enrichment extractor (fit 6/10). Self-healing harness connects LLMs to…",
      "category": "data-scraping",
      "tags": [
        "data-scraping",
        "data-mining-scraping",
        "generic-web-desktop-automation-engines"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "daa0a13bdfb1a4c710f9a6bb3e71e3464cda69114f8f3e54553b952ebed3ee6c",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/browser-harness/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/browser-harness/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/browser-use",
      "type": "tool",
      "slug": "browser-use",
      "url": "https://gtmstacker.com/registry/tool/browser-use/",
      "title": "browser-use",
      "description": "Flagship 'make websites accessible for AI agents'; ~108k stars; CDP/Playwright; complements Crawl4AI/Browser Harness/Lightpanda; CAVEAT target-site ToS + agent runtime actions",
      "one_liner": "Flagship 'make websites accessible for AI agents'; ~108k stars; CDP/Playwright; complements Crawl4AI/Browser Harness/Lightpanda; CAVEAT target-site ToS +…",
      "category": "data-scraping",
      "tags": [
        "data-scraping",
        "data-mining-scraping",
        "generic-web-desktop-automation-engines"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "8816e347c612cc8ae28df2a4fb62d370bfbb90759c7eb00b3bef76e777d6fabf",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/browser-use/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/browser-use/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/browser-use-web-ui",
      "type": "tool",
      "slug": "browser-use-web-ui",
      "url": "https://gtmstacker.com/registry/tool/browser-use-web-ui/",
      "title": "browser-use web-ui",
      "description": "Web GUI to run browser-use agents; ~16k stars; complements browser-use",
      "one_liner": "Web GUI to run browser-use agents; ~16k stars; complements browser-use",
      "category": "data-scraping",
      "tags": [
        "data-scraping",
        "data-mining-scraping",
        "generic-web-desktop-automation-engines"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "6a1345173af1c01485ec12dc9be65e2b0784116a80c9e35e19c3c682c441a584",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/browser-use-web-ui/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/browser-use-web-ui/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/bsky-mattn",
      "type": "tool",
      "slug": "bsky-mattn",
      "url": "https://gtmstacker.com/registry/tool/bsky-mattn/",
      "title": "bsky (mattn)",
      "description": "~454 stars; complements atproto (python-sdk), skyware-js/bot; Go CLI over the open AT Protocol using app-password auth. Substituted for the ambiguous 'bsky-cli' name (several exist); this is the most-adopted active CLI. Open protocol — no ban/ToS risk.",
      "one_liner": "~454 stars; complements atproto (python-sdk), skyware-js/bot; Go CLI over the open AT Protocol using app-password auth. Substituted for the ambiguous…",
      "category": "social-community",
      "tags": [
        "social-community",
        "social-microblogging-communities"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "f19b832547c967e6758d562d345778de3bfc20bfb6361c3a55355559068e2f8d",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/bsky-mattn/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/bsky-mattn/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/businessdirectory",
      "type": "tool",
      "slug": "businessdirectory",
      "url": "https://gtmstacker.com/registry/tool/businessdirectory/",
      "title": "BusinessDirectory",
      "description": "Modern Next.js; no monetization/claim; citation-mgmt has NO OSS",
      "one_liner": "Modern Next.js; no monetization/claim; citation-mgmt has NO OSS",
      "category": "product-discovery",
      "tags": [
        "product-discovery",
        "app-product-discovery"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "5735122c2af8709795e2954fa7d653b9b4fa508d3320d37fc5afb072bd6c57c9",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/businessdirectory/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/businessdirectory/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/caldav-python-caldav",
      "type": "tool",
      "slug": "caldav-python-caldav",
      "url": "https://gtmstacker.com/registry/tool/caldav-python-caldav/",
      "title": "caldav (python-caldav)",
      "description": "~411 stars; complements vdirsyncer, khal; Open-protocol CalDAV client (works with Nextcloud, iCloud, Google via CalDAV). Auth via basic/app-password/OAuth per server. Open standard — no ToS/ban risk. Dual GPL-3.0/Apache-2.0.",
      "one_liner": "~411 stars; complements vdirsyncer, khal; Open-protocol CalDAV client (works with Nextcloud, iCloud, Google via CalDAV). Auth via basic/app-password/OAuth per…",
      "category": "meetings-scheduling",
      "tags": [
        "meetings-scheduling",
        "calendar-scheduling"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "d6499a7d6b1c60dc610fb7d614df40f9d83cbc93f360939aa8f26756b926a1ab",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/caldav-python-caldav/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/caldav-python-caldav/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/camel",
      "type": "tool",
      "slug": "camel",
      "url": "https://gtmstacker.com/registry/tool/camel/",
      "title": "CAMEL",
      "description": "OSS alt to CrewAI; ~17562 stars; via ossinsight.io",
      "one_liner": "OSS alt to CrewAI; ~17562 stars; via ossinsight.io",
      "category": "ai-infrastructure",
      "tags": [
        "ai-infrastructure"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "2e4fc7ff92e584b59b466af37ce56f809e523cf55b4a37ff690c43badb69553e",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/camel/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/camel/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/cdp-use",
      "type": "tool",
      "slug": "cdp-use",
      "url": "https://gtmstacker.com/registry/tool/cdp-use/",
      "title": "cdp-use",
      "description": "Pure Chrome DevTools Protocol, type-safe in Python; browser-automation primitive; ~308 stars",
      "one_liner": "Pure Chrome DevTools Protocol, type-safe in Python; browser-automation primitive; ~308 stars",
      "category": "data-scraping",
      "tags": [
        "data-scraping",
        "data-mining-scraping"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "2be5dc93866303189f7e81cbe145fa92bf6e4b474b114e1c38a7be2d55bbdc9f",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/cdp-use/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/cdp-use/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/chroma",
      "type": "tool",
      "slug": "chroma",
      "url": "https://gtmstacker.com/registry/tool/chroma/",
      "title": "Chroma",
      "description": "OSS alt to Qdrant; ~28984 stars; via ossinsight.io",
      "one_liner": "OSS alt to Qdrant; ~28984 stars; via ossinsight.io",
      "category": "ai-infrastructure",
      "tags": [
        "ai-infrastructure"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "56a21c379361b14571559066d724197d9afc594a88cd676b1ff879cda95a519c",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/chroma/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/chroma/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/cli-anything",
      "type": "tool",
      "slug": "cli-anything",
      "url": "https://gtmstacker.com/registry/tool/cli-anything/",
      "title": "CLI-Anything",
      "description": "Framework and registry for making existing software agent-native through structured CLIs; seven-phase harness generator, CLI-Hub package manager, JSON output, tests, SKILL.md generation, and maintained harnesses for creative, productivity, engineering, GIS, media, and developer applications; ~47.6k stars; generated CLIs execute the permissions of their wrapped software — review before agent use",
      "one_liner": "Framework and registry for making existing software agent-native through structured CLIs; seven-phase harness generator, CLI-Hub package manager, JSON output,…",
      "category": "mcp-agents",
      "tags": [
        "mcp-agents",
        "agent-connectors-mcp-servers"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "77ac0912457fa5d19b743f7a9a95b815c9bdfdc2ff01662d54a93530156d72ba",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/cli-anything/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/cli-anything/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/cocoindex",
      "type": "tool",
      "slug": "cocoindex",
      "url": "https://gtmstacker.com/registry/tool/cocoindex/",
      "title": "CocoIndex",
      "description": "OSS alt to Pipedream; ~11205 stars; via openalternative.co",
      "one_liner": "OSS alt to Pipedream; ~11205 stars; via openalternative.co",
      "category": "ai-infrastructure",
      "tags": [
        "ai-infrastructure"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "162071883eff850ece6089a310d8ec64e0c1f0c023e8d4a093cf5e1552488cfa",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/cocoindex/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/cocoindex/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/cognee",
      "type": "tool",
      "slug": "cognee",
      "url": "https://gtmstacker.com/registry/tool/cognee/",
      "title": "Cognee",
      "description": "OSS alt to LlamaIndex; ~29874 stars; via ossinsight.io",
      "one_liner": "OSS alt to LlamaIndex; ~29874 stars; via ossinsight.io",
      "category": "ai-infrastructure",
      "tags": [
        "ai-infrastructure"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "a2cf8ff50b5df8ef33633600eda39d7a91363abb339d44860983756743222633",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/cognee/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/cognee/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/composio",
      "type": "tool",
      "slug": "composio",
      "url": "https://gtmstacker.com/registry/tool/composio/",
      "title": "Composio",
      "description": "OSS alt to Zapier-for-agents, proprietary tool platforms; ~29600 stars; complements ACI.dev, Nango, Pipedream, MCP servers; Root LICENSE is MIT (some managed-server subdirectories carry Elastic-2.0). Handles OAuth/managed-auth to 250+ apps and exposes them as agent tools/MCP; uses each app's official credentials -> ethical_risk empty. Cloud offering is separate.",
      "one_liner": "OSS alt to Zapier-for-agents, proprietary tool platforms; ~29600 stars; complements ACI.dev, Nango, Pipedream, MCP servers; Root LICENSE is MIT (some…",
      "category": "mcp-agents",
      "tags": [
        "mcp-agents",
        "agent-connectors-mcp-servers"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "e128ad60f6f7f91868ec586c9d0542dfb80401b62b026fab9644d74e4e640664",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/composio/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/composio/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/coneshare",
      "type": "tool",
      "slug": "coneshare",
      "url": "https://gtmstacker.com/registry/tool/coneshare/",
      "title": "Coneshare",
      "description": "Dataroom overlay; early-stage; digital-sales-room reading has NO OSS",
      "one_liner": "Dataroom overlay; early-stage; digital-sales-room reading has NO OSS",
      "category": "documents-esign",
      "tags": [
        "documents-esign",
        "documents-e-sign-deal-rooms"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "e6bb4ef32de84203e16bd29ef1f9db9a0b4216b96ce4536d846c595f6f13ec19",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/coneshare/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/coneshare/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/contentport",
      "type": "tool",
      "slug": "contentport",
      "url": "https://gtmstacker.com/registry/tool/contentport/",
      "title": "Contentport",
      "description": "OSS alt to Post Bridge; ~761 stars; via openalternative.co",
      "one_liner": "OSS alt to Post Bridge; ~761 stars; via openalternative.co",
      "category": "content-copywriting",
      "tags": [
        "content-copywriting"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "631e2199ffb0343e7dfaf5d8d8ab5bf70768c1f91bf8785489ce2bc0ce0d4176",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/contentport/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/contentport/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/cossistant",
      "type": "tool",
      "slug": "cossistant",
      "url": "https://gtmstacker.com/registry/tool/cossistant/",
      "title": "Cossistant",
      "description": "OSS alt to Intercom; ~710 stars; via openalternative.co",
      "one_liner": "OSS alt to Intercom; ~710 stars; via openalternative.co",
      "category": "chat-helpdesk",
      "tags": [
        "chat-helpdesk",
        "chat-bots-helpdesk"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "unknown",
      "status": "active",
      "revision": 1,
      "content_hash": "3027b09e163e48b1ff45b6f7217c0db04049b0715d0b264b3b273f1a0b09c761",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/cossistant/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/cossistant/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/crawl4ai",
      "type": "tool",
      "slug": "crawl4ai",
      "url": "https://gtmstacker.com/registry/tool/crawl4ai/",
      "title": "Crawl4AI",
      "description": "OSS alt to Browserbase; ~77347 stars; via openalternative.co",
      "one_liner": "OSS alt to Browserbase; ~77347 stars; via openalternative.co",
      "category": "data-scraping",
      "tags": [
        "data-scraping",
        "data-mining-scraping"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "80a5c61635bdc9860c426e07799858bf33ab05096697425ffca1b9b534aecc6e",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/crawl4ai/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/crawl4ai/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/crawlee",
      "type": "tool",
      "slug": "crawlee",
      "url": "https://gtmstacker.com/registry/tool/crawlee/",
      "title": "Crawlee",
      "description": "Generic scraping/browser-automation library",
      "one_liner": "Generic scraping/browser-automation library",
      "category": "data-scraping",
      "tags": [
        "data-scraping",
        "prospecting-enrichment",
        "data-mining-scraping"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "eadaa4aeebf7f9be725858b54aec77f742ba4901d3e4ebeb7c4798ca89eb78a3",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/crawlee/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/crawlee/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/crewai",
      "type": "tool",
      "slug": "crewai",
      "url": "https://gtmstacker.com/registry/tool/crewai/",
      "title": "CrewAI",
      "description": "Highest cadence; zero advisories",
      "one_liner": "Highest cadence; zero advisories",
      "category": "ai-infrastructure",
      "tags": [
        "ai-infrastructure"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "d87987003789d6a650a1611703f0081aea24b96dfc5e3056f757d6bbc30f0f29",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/crewai/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/crewai/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/crowddev",
      "type": "tool",
      "slug": "crowddev",
      "url": "https://gtmstacker.com/registry/tool/crowddev/",
      "title": "crowd.dev",
      "description": "Community CDP; Orbit/Common Room alt; LF-owned",
      "one_liner": "Community CDP; Orbit/Common Room alt; LF-owned",
      "category": "seo-research",
      "tags": [
        "seo-research",
        "seo-market-research"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "unknown",
      "status": "active",
      "revision": 1,
      "content_hash": "610515a2e55a61a6defe42c394431c2a1b016e3cc6d8c23c14dcaeda03401ed2",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/crowddev/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/crowddev/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/cua-computer-use-agents",
      "type": "tool",
      "slug": "cua-computer-use-agents",
      "url": "https://gtmstacker.com/registry/tool/cua-computer-use-agents/",
      "title": "cua (Computer-Use Agents)",
      "description": "OSS alt to proprietary computer-use sandboxes; ~21100 stars; complements macOS-use (XREF), self-operating-computer, Open Interpreter; MIT. NOT the same as XREF macOS-use: this is the broader trycua/cua project (Computer/Lume/Lumier + cross-OS agent fleets & benchmarks) with sandboxed VMs. Sandboxing is the intended safety boundary for computer-use. No per-platform ToS flag.",
      "one_liner": "OSS alt to proprietary computer-use sandboxes; ~21100 stars; complements macOS-use (XREF), self-operating-computer, Open Interpreter; MIT. NOT the same as…",
      "category": "workflow-automation",
      "tags": [
        "workflow-automation",
        "generic-web-desktop-automation-engines"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "1aefea99e37dcfbee6a7f3f691dde8dacdd09ed03f456fd16db51f33f7210f37",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/cua-computer-use-agents/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/cua-computer-use-agents/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/cube",
      "type": "tool",
      "slug": "cube",
      "url": "https://gtmstacker.com/registry/tool/cube/",
      "title": "Cube",
      "description": "De-facto OSS semantic layer; not end-user UI",
      "one_liner": "De-facto OSS semantic layer; not end-user UI",
      "category": "analytics-bi",
      "tags": [
        "analytics-bi"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "b1eec284f47c4e52b8985564dabb069eb5e707754f33ba176815fa8d39c68cdd",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/cube/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/cube/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/d3js",
      "type": "tool",
      "slug": "d3js",
      "url": "https://gtmstacker.com/registry/tool/d3js/",
      "title": "D3.js",
      "description": "Foundational primitive layer; low-level",
      "one_liner": "Foundational primitive layer; low-level",
      "category": "analytics-bi",
      "tags": [
        "analytics-bi",
        "data-visualization"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "aa3ef93c1663b67cd0c9f12898287749e079a47dca1711c5be0037cb3f13d7c3",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/d3js/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/d3js/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/darts",
      "type": "tool",
      "slug": "darts",
      "url": "https://gtmstacker.com/registry/tool/darts/",
      "title": "Darts",
      "description": "~9487 stars; via ossinsight.io",
      "one_liner": "~9487 stars; via ossinsight.io",
      "category": "data-scraping",
      "tags": [
        "data-scraping",
        "data-mining-scraping"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "cccc0bd92ef3d8b8f8fe5f3d9902b71e6198f6b4ea15f390d9a9174750692621",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/darts/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/darts/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/databuddy",
      "type": "tool",
      "slug": "databuddy",
      "url": "https://gtmstacker.com/registry/tool/databuddy/",
      "title": "Databuddy",
      "description": "OSS alt to Google Analytics; ~1118 stars; via openalternative.co",
      "one_liner": "OSS alt to Google Analytics; ~1118 stars; via openalternative.co",
      "category": "analytics-bi",
      "tags": [
        "analytics-bi"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "unknown",
      "status": "active",
      "revision": 1,
      "content_hash": "4ea4054502b7ab2c2b9f8272c7c3dfb77cc3daa692cbae97b0b7c34e1e7b4b29",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/databuddy/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/databuddy/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/dataease",
      "type": "tool",
      "slug": "dataease",
      "url": "https://gtmstacker.com/registry/tool/dataease/",
      "title": "DataEase",
      "description": "OSS alt to Tableau/Power BI; ~24303 stars; via ossinsight.io",
      "one_liner": "OSS alt to Tableau/Power BI; ~24303 stars; via ossinsight.io",
      "category": "analytics-bi",
      "tags": [
        "analytics-bi"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "2d83741ca5c0d81f11c706d75e48dacfd9b6efcc27ec64f9dbfb46f6a0d40fb2",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/dataease/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/dataease/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/dataforge",
      "type": "tool",
      "slug": "dataforge",
      "url": "https://gtmstacker.com/registry/tool/dataforge/",
      "title": "DataForge",
      "description": "Only OSS enrichment w/ open data (US gov registries)",
      "one_liner": "Only OSS enrichment w/ open data (US gov registries)",
      "category": "prospecting-enrichment",
      "tags": [
        "prospecting-enrichment"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "631de43e9a608b7435aff4966d11acc0450e63a9e2fcdf765a1148256800d91c",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/dataforge/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/dataforge/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/datahub",
      "type": "tool",
      "slug": "datahub",
      "url": "https://gtmstacker.com/registry/tool/datahub/",
      "title": "DataHub",
      "description": "~12487 stars; via ossinsight.io",
      "one_liner": "~12487 stars; via ossinsight.io",
      "category": "integration-orchestration",
      "tags": [
        "integration-orchestration"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "af4ec0550a78620fdf081fc61d8085a1724be969a50675901b9ec0bc28a5a467",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/datahub/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/datahub/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/db-gpt",
      "type": "tool",
      "slug": "db-gpt",
      "url": "https://gtmstacker.com/registry/tool/db-gpt/",
      "title": "DB-GPT",
      "description": "~19672 stars; via ossinsight.io",
      "one_liner": "~19672 stars; via ossinsight.io",
      "category": "ai-infrastructure",
      "tags": [
        "ai-infrastructure"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "e57d34b05146f29990a942684dff04ca11e3c29be8964133c0f144d9453beaf4",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/db-gpt/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/db-gpt/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/deepeval",
      "type": "tool",
      "slug": "deepeval",
      "url": "https://gtmstacker.com/registry/tool/deepeval/",
      "title": "DeepEval",
      "description": "pytest-for-LLMs (verified)",
      "one_liner": "pytest-for-LLMs (verified)",
      "category": "ai-infrastructure",
      "tags": [
        "ai-infrastructure"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
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      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/deepeval/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/deepeval/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/devhunt",
      "type": "tool",
      "slug": "devhunt",
      "url": "https://gtmstacker.com/registry/tool/devhunt/",
      "title": "DevHunt",
      "description": "Genuine MIT; dev-niche; anti-fraud GitHub-auth voting",
      "one_liner": "Genuine MIT; dev-niche; anti-fraud GitHub-auth voting",
      "category": "product-discovery",
      "tags": [
        "product-discovery",
        "app-product-discovery"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "3b67408b0aec663b96a34d8c1c5dca4f7d886421a9668d5ba7a82d9f63f21a0c",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/devhunt/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/devhunt/index.md"
    },
    {
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      "type": "tool",
      "slug": "discordpy",
      "url": "https://gtmstacker.com/registry/tool/discordpy/",
      "title": "discord.py",
      "description": "~16100 stars; complements serenity; Official Discord bot API wrapper. Auth via bot token. No ToS risk for bots (self-botting user accounts IS banned - don't). Proper rate limiting built in.; via ossinsight.io, GitHub cross-ref",
      "one_liner": "~16100 stars; complements serenity; Official Discord bot API wrapper. Auth via bot token. No ToS risk for bots (self-botting user accounts IS banned - don't).…",
      "category": "chat-helpdesk",
      "tags": [
        "chat-helpdesk",
        "messaging-chat-platforms"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "e30da077b12a9c672e4aa08e48a2056933b0b580ba7c962a982020d4b0786d01",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/discordpy/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/discordpy/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/discourse-api",
      "type": "tool",
      "slug": "discourse-api",
      "url": "https://gtmstacker.com/registry/tool/discourse-api/",
      "title": "discourse_api",
      "description": "~304 stars; complements pydiscourse (Python client); Official Discourse (discourse org) Ruby client for the sanctioned API. Auth via admin API key. No ToS/ban risk.",
      "one_liner": "~304 stars; complements pydiscourse (Python client); Official Discourse (discourse org) Ruby client for the sanctioned API. Auth via admin API key. No ToS/ban…",
      "category": "social-community",
      "tags": [
        "social-community",
        "social-professional-niche"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "ac03d14d46502234fb40c1375a0c18181052826c825a97aec1f3fc7c74da1c27",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/discourse-api/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/discourse-api/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/dittofeed",
      "type": "tool",
      "slug": "dittofeed",
      "url": "https://gtmstacker.com/registry/tool/dittofeed/",
      "title": "Dittofeed",
      "description": "OSS alt to Customer.io; ~2888 stars; via openalternative.co",
      "one_liner": "OSS alt to Customer.io; ~2888 stars; via openalternative.co",
      "category": "marketing-automation",
      "tags": [
        "marketing-automation",
        "marketing-automation-email"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "490a91e51a602da2bd9e2f93afb461a05abab1c8e10c07d11576fe381d422d27",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/dittofeed/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/dittofeed/index.md"
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    {
      "id": "com.gtmstacker.registry/tool/dkron",
      "type": "tool",
      "slug": "dkron",
      "url": "https://gtmstacker.com/registry/tool/dkron/",
      "title": "dkron",
      "description": "Distributed cron; cadence cooled",
      "one_liner": "Distributed cron; cadence cooled",
      "category": "workflow-automation",
      "tags": [
        "workflow-automation"
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      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
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      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/dkron/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/dkron/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/dlt",
      "type": "tool",
      "slug": "dlt",
      "url": "https://gtmstacker.com/registry/tool/dlt/",
      "title": "dlt",
      "description": "Pure OSI Python EL library; schema inference",
      "one_liner": "Pure OSI Python EL library; schema inference",
      "category": "data-scraping",
      "tags": [
        "data-scraping",
        "data-mining-scraping"
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      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/dlt/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/dlt/index.md"
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    {
      "id": "com.gtmstacker.registry/tool/documenso",
      "type": "tool",
      "slug": "documenso",
      "url": "https://gtmstacker.com/registry/tool/documenso/",
      "title": "Documenso",
      "description": "Modern DocuSign alt; no external PRs",
      "one_liner": "Modern DocuSign alt; no external PRs",
      "category": "documents-esign",
      "tags": [
        "documents-esign",
        "documents-e-sign-deal-rooms"
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      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "509682f3799c4abb5410fa9ba3efd6124117a38608be1e2dc49cab2f2732ece2",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/documenso/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/documenso/index.md"
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    {
      "id": "com.gtmstacker.registry/tool/dvc",
      "type": "tool",
      "slug": "dvc",
      "url": "https://gtmstacker.com/registry/tool/dvc/",
      "title": "DVC",
      "description": "OSS alt to proprietary MLOps asset stores; ~15800 stars; complements git-lfs, ComfyUI workflow files; Closest fit for versioning large generated assets/models alongside Git. Branch is otherwise thin — no purpose-built gen-asset versioning product exists. No model.",
      "one_liner": "OSS alt to proprietary MLOps asset stores; ~15800 stars; complements git-lfs, ComfyUI workflow files; Closest fit for versioning large generated assets/models…",
      "category": "ai-infrastructure",
      "tags": [
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      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "4b9fab40c576f08357ea6ace33c4104b7d1766f4489f2e904ffc253ccab759e7",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/dvc/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/dvc/index.md"
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    {
      "id": "com.gtmstacker.registry/tool/easyappointments",
      "type": "tool",
      "slug": "easyappointments",
      "url": "https://gtmstacker.com/registry/tool/easyappointments/",
      "title": "Easy!Appointments",
      "description": "Longest-lived booking; dated PHP; no routing",
      "one_liner": "Longest-lived booking; dated PHP; no routing",
      "category": "meetings-scheduling",
      "tags": [
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      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "f41198e344119cc330903f7365ebb3b9a236295022fd5083640aee9f5333f257",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/easyappointments/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/easyappointments/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/enthecwebappanalyzer",
      "type": "tool",
      "slug": "enthecwebappanalyzer",
      "url": "https://gtmstacker.com/registry/tool/enthecwebappanalyzer/",
      "title": "enthec/webappanalyzer",
      "description": "Technographic ruleset (post-Wappalyzer-closure)",
      "one_liner": "Technographic ruleset (post-Wappalyzer-closure)",
      "category": "prospecting-enrichment",
      "tags": [
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      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "3ad94c366f862e34f0518f547d9a7db9cc524a067fea5551363c41ac214c0418",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/enthecwebappanalyzer/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/enthecwebappanalyzer/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/erpnext",
      "type": "tool",
      "slug": "erpnext",
      "url": "https://gtmstacker.com/registry/tool/erpnext/",
      "title": "ERPNext",
      "description": "OSS alt to SAP/NetSuite; ~37793 stars; broad ERP; CRM is one module; via ossinsight.io",
      "one_liner": "OSS alt to SAP/NetSuite; ~37793 stars; broad ERP; CRM is one module; via ossinsight.io",
      "category": "crm-sales",
      "tags": [
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      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "bfb1df3e376e74242f181a1676afb3ce7a107b523e2c713fd9ce2eb41e00ae70",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/erpnext/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/erpnext/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/ever-gauzy",
      "type": "tool",
      "slug": "ever-gauzy",
      "url": "https://gtmstacker.com/registry/tool/ever-gauzy/",
      "title": "Ever Gauzy",
      "description": "OSS alt to Attio; ~4305 stars; via openalternative.co",
      "one_liner": "OSS alt to Attio; ~4305 stars; via openalternative.co",
      "category": "crm-sales",
      "tags": [
        "crm-sales"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "1d71ff1e0f418b5c58f717915504f225a13862edb844202008a0687364c8e767",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/ever-gauzy/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/ever-gauzy/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/fediwall",
      "type": "tool",
      "slug": "fediwall",
      "url": "https://gtmstacker.com/registry/tool/fediwall/",
      "title": "Fediwall",
      "description": "Only UGC-curation dashboard; Fediverse-only",
      "one_liner": "Only UGC-curation dashboard; Fediverse-only",
      "category": "seo-research",
      "tags": [
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        "seo-market-research"
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      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "d2b7a8faa003e321f11f1d4805afbad4507a57bb15116a29b694f6782fc51797",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/fediwall/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/fediwall/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/fider",
      "type": "tool",
      "slug": "fider",
      "url": "https://gtmstacker.com/registry/tool/fider/",
      "title": "Fider",
      "description": "OSS alt to Featurebase; ~4458 stars; via openalternative.co",
      "one_liner": "OSS alt to Featurebase; ~4458 stars; via openalternative.co",
      "category": "chat-helpdesk",
      "tags": [
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        "chat-bots-helpdesk"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "4a7ef317ef0e972e8aa2118ae2623e7a8fa9bd3a807e52dadef3ec400e5c87bc",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/fider/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/fider/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/flowable",
      "type": "tool",
      "slug": "flowable",
      "url": "https://gtmstacker.com/registry/tool/flowable/",
      "title": "Flowable",
      "description": "BPMN+CMMN+DMN; JVM",
      "one_liner": "BPMN+CMMN+DMN; JVM",
      "category": "workflow-automation",
      "tags": [
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      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "e696c414ea51b8d717ef4b5ff58d3eb8f029e3c7bceaf29ce3eaee10517d874b",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/flowable/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/flowable/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/flowsint",
      "type": "tool",
      "slug": "flowsint",
      "url": "https://gtmstacker.com/registry/tool/flowsint/",
      "title": "flowsint",
      "description": "Visual, extensible graph platform for OSINT link-analysis/investigations (Maltego-style); ~7.5k stars; dual-use OSINT tool",
      "one_liner": "Visual, extensible graph platform for OSINT link-analysis/investigations (Maltego-style); ~7.5k stars; dual-use OSINT tool",
      "category": "analytics-bi",
      "tags": [
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        "data-visualization"
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      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "b4cdad24af6d71cdcc981c7798a2c6de691052f95df2a3ea51e962ed82d6a1e7",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/flowsint/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/flowsint/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/frappe-builder",
      "type": "tool",
      "slug": "frappe-builder",
      "url": "https://gtmstacker.com/registry/tool/frappe-builder/",
      "title": "Frappe Builder",
      "description": "OSS alt to Webflow; ~2220 stars; via openalternative.co",
      "one_liner": "OSS alt to Webflow; ~2220 stars; via openalternative.co",
      "category": "website-cms",
      "tags": [
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        "website-builders-cms"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "5df674b8bc93d894d5198b20bc7ec744c06f5aa6a93b526a926cf00d2dc67470",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/frappe-builder/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/frappe-builder/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/frappe-crm",
      "type": "tool",
      "slug": "frappe-crm",
      "url": "https://gtmstacker.com/registry/tool/frappe-crm/",
      "title": "Frappe CRM",
      "description": "OSS alt to Attio; ~3206 stars; via openalternative.co",
      "one_liner": "OSS alt to Attio; ~3206 stars; via openalternative.co",
      "category": "crm-sales",
      "tags": [
        "crm-sales"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "bc5635ce17769454efaeeb965d805c2db9b060dcd7216ce57ad3b35fbcc65ebe",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/frappe-crm/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/frappe-crm/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/freecrawl",
      "type": "tool",
      "slug": "freecrawl",
      "url": "https://gtmstacker.com/registry/tool/freecrawl/",
      "title": "FreeCrawl",
      "description": "Deepest internal-linking; desktop; pre-1.0",
      "one_liner": "Deepest internal-linking; desktop; pre-1.0",
      "category": "seo-research",
      "tags": [
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        "seo-market-research"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/freecrawl/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/freecrawl/index.md"
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      "title": "Freescout",
      "description": "OSS alt to Zendesk; ~4465 stars; via openalternative.co",
      "one_liner": "OSS alt to Zendesk; ~4465 stars; via openalternative.co",
      "category": "chat-helpdesk",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/freescout/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/freescout/index.md"
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      "url": "https://gtmstacker.com/registry/tool/gcalcli/",
      "title": "gcalcli",
      "description": "~3800 stars; complements google-api-python-client (official-api); CLI over the sanctioned Google Calendar API. Auth via Google OAuth (own client credentials). No ToS risk.",
      "one_liner": "~3800 stars; complements google-api-python-client (official-api); CLI over the sanctioned Google Calendar API. Auth via Google OAuth (own client credentials).…",
      "category": "meetings-scheduling",
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      "json": "https://gtmstacker.com/registry/tool/gcalcli/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/gcalcli/index.md"
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      "url": "https://gtmstacker.com/registry/tool/gh-github-cli/",
      "title": "gh (GitHub CLI)",
      "description": "~45800 stars; complements PyGithub, octokit.js; Official GitHub CLI. Auth via OAuth device flow or PAT. No ToS risk; standard REST rate limits (5000/hr authenticated).",
      "one_liner": "~45800 stars; complements PyGithub, octokit.js; Official GitHub CLI. Auth via OAuth device flow or PAT. No ToS risk; standard REST rate limits (5000/hr…",
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      "json": "https://gtmstacker.com/registry/tool/gh-github-cli/index.json",
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      "title": "Ghost",
      "description": "GATE PASS (trademark limits branding not site resale)",
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      "tags": [
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      "json": "https://gtmstacker.com/registry/tool/ghost/index.json",
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    {
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      "url": "https://gtmstacker.com/registry/tool/glab-gitlab-cli/",
      "title": "glab (GitLab CLI)",
      "description": "~4200 stars; complements python-gitlab; Official GitLab CLI (now under gitlab-org). Auth via PAT/OAuth. No ToS risk. Repo lives on GitLab, not GitHub.",
      "one_liner": "~4200 stars; complements python-gitlab; Official GitLab CLI (now under gitlab-org). Auth via PAT/OAuth. No ToS risk. Repo lives on GitLab, not GitHub.",
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      "status": "active",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/glab-gitlab-cli/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/glab-gitlab-cli/index.md"
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      "slug": "gmailctl",
      "url": "https://gtmstacker.com/registry/tool/gmailctl/",
      "title": "gmailctl",
      "description": "~2200 stars; complements google-api-python-client; Uses official Gmail API to sync filters. Auth via OAuth2. Diff-before-apply. No ToS risk.",
      "one_liner": "~2200 stars; complements google-api-python-client; Uses official Gmail API to sync filters. Auth via OAuth2. Diff-before-apply. No ToS risk.",
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      "slug": "goaccess",
      "url": "https://gtmstacker.com/registry/tool/goaccess/",
      "title": "GoAccess",
      "description": "OSS alt to Google Analytics; ~20763 stars; via ossinsight.io",
      "one_liner": "OSS alt to Google Analytics; ~20763 stars; via ossinsight.io",
      "category": "analytics-bi",
      "tags": [
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      "self_hostable": "yes",
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      "json": "https://gtmstacker.com/registry/tool/goaccess/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/goaccess/index.md"
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      "type": "tool",
      "slug": "google-api-python-client-docsdrive",
      "url": "https://gtmstacker.com/registry/tool/google-api-python-client-docsdrive/",
      "title": "google-api-python-client (Docs/Drive)",
      "description": "~8900 stars; complements gmailctl; Official Google API client (maintenance mode but supported). Gmail API auth via OAuth2. No ToS risk; per-user API quotas.",
      "one_liner": "~8900 stars; complements gmailctl; Official Google API client (maintenance mode but supported). Gmail API auth via OAuth2. No ToS risk; per-user API quotas.",
      "category": "email-outbound",
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        "email-providers-protocols",
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      "pricing_model": "free",
      "status": "active",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/google-api-python-client-docsdrive/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/google-api-python-client-docsdrive/index.md"
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      "type": "tool",
      "slug": "google-workspace-cli",
      "url": "https://gtmstacker.com/registry/tool/google-workspace-cli/",
      "title": "Google Workspace CLI",
      "description": "Official one-command CLI for Drive/Gmail/Calendar/Docs; Rust; ~30k stars; scriptable Workspace automation",
      "one_liner": "Official one-command CLI for Drive/Gmail/Calendar/Docs; Rust; ~30k stars; scriptable Workspace automation",
      "category": "integration-orchestration",
      "tags": [
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      "open_source": "yes",
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      "pricing_model": "free",
      "status": "active",
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      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/google-workspace-cli/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/google-workspace-cli/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/googlemaps-google-maps-services-python",
      "type": "tool",
      "slug": "googlemaps-google-maps-services-python",
      "url": "https://gtmstacker.com/registry/tool/googlemaps-google-maps-services-python/",
      "title": "googlemaps (google-maps-services-python)",
      "description": "~5000 stars; complements google-maps-scraper (unofficial fallback); Official Google Maps Platform Python client (Geocoding, Places, Directions, Distance Matrix). Auth via API key. Sanctioned; no ToS risk; billed per request.",
      "one_liner": "~5000 stars; complements google-maps-scraper (unofficial fallback); Official Google Maps Platform Python client (Geocoding, Places, Directions, Distance…",
      "category": "seo-research",
      "tags": [
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        "maps-local-reviews"
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      "open_source": "yes",
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      "pricing_model": "free",
      "status": "active",
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      "content_hash": "ec6666e46051899df0149c1ffef5fe565923185ff8e8d192149550671e0cc8e3",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/googlemaps-google-maps-services-python/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/googlemaps-google-maps-services-python/index.md"
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    {
      "id": "com.gtmstacker.registry/tool/gorse",
      "type": "tool",
      "slug": "gorse",
      "url": "https://gtmstacker.com/registry/tool/gorse/",
      "title": "Gorse",
      "description": "Only ready-to-deploy engine; REST API + dashboard",
      "one_liner": "Only ready-to-deploy engine; REST API + dashboard",
      "category": "product-discovery",
      "tags": [
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        "app-product-discovery"
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      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "29fe3078b3e5f952df32c08f6a4338635f8ae050ffecbe7fce0e5483e856af6f",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/gorse/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/gorse/index.md"
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    {
      "id": "com.gtmstacker.registry/tool/gradio",
      "type": "tool",
      "slug": "gradio",
      "url": "https://gtmstacker.com/registry/tool/gradio/",
      "title": "Gradio",
      "description": "~43314 stars; ML-focused; BI fit is secondary; via ossinsight.io",
      "one_liner": "~43314 stars; ML-focused; BI fit is secondary; via ossinsight.io",
      "category": "analytics-bi",
      "tags": [
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        "data-visualization"
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      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
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      "content_hash": "9e70177070645d795cedef5839906a36ad7cb348c584af3de442b9a2e3b7e3e7",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/gradio/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/gradio/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/grapesjs",
      "type": "tool",
      "slug": "grapesjs",
      "url": "https://gtmstacker.com/registry/tool/grapesjs/",
      "title": "GrapesJS",
      "description": "GATE PASS; framework not finished product",
      "one_liner": "GATE PASS; framework not finished product",
      "category": "website-cms",
      "tags": [
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      "open_source": "yes",
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      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "12f6167e3bb2edbd04615b43bf72075e92d382bded2b8dcc58a3a4b059513d04",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/grapesjs/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/grapesjs/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/grist",
      "type": "tool",
      "slug": "grist",
      "url": "https://gtmstacker.com/registry/tool/grist/",
      "title": "Grist",
      "description": "OSS alt to Airtable; ~11432 stars; via openalternative.co",
      "one_liner": "OSS alt to Airtable; ~11432 stars; via openalternative.co",
      "category": "analytics-bi",
      "tags": [
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      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "3fdbbb37b9e018eb31297734a68ba0418e6eb4bec6963ec66ee8e78115bfdb28",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/grist/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/grist/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/gspread",
      "type": "tool",
      "slug": "gspread",
      "url": "https://gtmstacker.com/registry/tool/gspread/",
      "title": "gspread",
      "description": "~7492 stars; complements google-api-python-client; Ergonomic wrapper over the official Google Sheets API (OAuth2 / service account). ToS-clean; the go-to Python Sheets client. Subject to Sheets API per-minute read/write quotas.; via GitHub cross-ref, ossinsight.io",
      "one_liner": "~7492 stars; complements google-api-python-client; Ergonomic wrapper over the official Google Sheets API (OAuth2 / service account). ToS-clean; the go-to…",
      "category": "productivity-knowledge",
      "tags": [
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      "open_source": "yes",
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      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "0142632a647204a4193d0207c1bb9f680258947e4fee302c7ae872f92d5db455",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/gspread/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/gspread/index.md"
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    {
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      "type": "tool",
      "slug": "hatchet",
      "url": "https://gtmstacker.com/registry/tool/hatchet/",
      "title": "Hatchet",
      "description": "Lightweight Postgres-only durable orchestration",
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      "category": "workflow-automation",
      "tags": [
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      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "b509bf810fb530691451ba4045f58c68f287bb23282450bdd33207425cdc2e08",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/hatchet/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/hatchet/index.md"
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    {
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      "type": "tool",
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      "url": "https://gtmstacker.com/registry/tool/haystack/",
      "title": "Haystack",
      "description": "Pure Apache; production-focused",
      "one_liner": "Pure Apache; production-focused",
      "category": "ai-infrastructure",
      "tags": [
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      "open_source": "yes",
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      "pricing_model": "freemium",
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      "content_hash": "d2e948538182c0ea036b1849236bcbde61464529c01b9c66d93dfd7d4b93198e",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/haystack/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/haystack/index.md"
    },
    {
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      "type": "tool",
      "slug": "hermes-agent",
      "url": "https://gtmstacker.com/registry/tool/hermes-agent/",
      "title": "Hermes Agent",
      "description": "Nous Research self-improving agent; persistent memory + autonomous skill creation; multi-LLM-provider; ~228k stars (anomalously high — verify hype); CAVEAT: autonomous skill-creation = arbitrary code execution by design — sandbox before use",
      "one_liner": "Nous Research self-improving agent; persistent memory + autonomous skill creation; multi-LLM-provider; ~228k stars (anomalously high — verify hype); CAVEAT:…",
      "category": "ai-infrastructure",
      "tags": [
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      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "f5e3fd4ab775d268d79a67142c1478e8b2f27e4c5079c83613786ed8c8c792fd",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/hermes-agent/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/hermes-agent/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/higress",
      "type": "tool",
      "slug": "higress",
      "url": "https://gtmstacker.com/registry/tool/higress/",
      "title": "Higress",
      "description": "~9048 stars; via ossinsight.io",
      "one_liner": "~9048 stars; via ossinsight.io",
      "category": "integration-orchestration",
      "tags": [
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      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "32e2722f27c673d393b30e4e8cab9a32773e6db51211375aa3e2e339c1d865e6",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/higress/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/higress/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/himalaya",
      "type": "tool",
      "slug": "himalaya",
      "url": "https://gtmstacker.com/registry/tool/himalaya/",
      "title": "himalaya",
      "description": "~7000 stars; complements imap_tools, isync/mbsync; Open protocols (IMAP/SMTP/JMAP) plus Gmail REST and Graph backends. Auth: password/OAuth2/XOAUTH2. No ToS risk.",
      "one_liner": "~7000 stars; complements imap_tools, isync/mbsync; Open protocols (IMAP/SMTP/JMAP) plus Gmail REST and Graph backends. Auth: password/OAuth2/XOAUTH2. No ToS…",
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      "description": "OSS alt to Contentful; ~9938 stars; via openalternative.co",
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      "json": "https://gtmstacker.com/registry/tool/linearsdk-linear-sdk/index.json",
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    },
    {
      "id": "com.gtmstacker.registry/tool/llamaindex",
      "type": "tool",
      "slug": "llamaindex",
      "url": "https://gtmstacker.com/registry/tool/llamaindex/",
      "title": "LlamaIndex",
      "description": "RAG/document-centric",
      "one_liner": "RAG/document-centric",
      "category": "ai-infrastructure",
      "tags": [
        "ai-infrastructure"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "4722094b8224bcfac043b79be4d5f87f77bc822b44ac516c3de4f4cd089434d7",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/llamaindex/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/llamaindex/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/localai",
      "type": "tool",
      "slug": "localai",
      "url": "https://gtmstacker.com/registry/tool/localai/",
      "title": "LocalAI",
      "description": "Broadest modality; single-maintainer bus-factor",
      "one_liner": "Broadest modality; single-maintainer bus-factor",
      "category": "ai-infrastructure",
      "tags": [
        "ai-infrastructure"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "a6004fc9cb69629d06a470c8bc97b1544cfcff8353dc11ca03fcd4655a3a343a",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/localai/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/localai/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/logchimp",
      "type": "tool",
      "slug": "logchimp",
      "url": "https://gtmstacker.com/registry/tool/logchimp/",
      "title": "LogChimp",
      "description": "OSS alt to Featurebase; ~1114 stars; via openalternative.co",
      "one_liner": "OSS alt to Featurebase; ~1114 stars; via openalternative.co",
      "category": "chat-helpdesk",
      "tags": [
        "chat-helpdesk",
        "chat-bots-helpdesk"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "unknown",
      "status": "active",
      "revision": 1,
      "content_hash": "0786af7b6eddc1c439c94a7b1f57b1e51534f540be4cf7156b9c70f79397f7a8",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/logchimp/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/logchimp/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/lowcoder",
      "type": "tool",
      "slug": "lowcoder",
      "url": "https://gtmstacker.com/registry/tool/lowcoder/",
      "title": "Lowcoder",
      "description": "Retool-clone successor; NocoDB reclassified SA",
      "one_liner": "Retool-clone successor; NocoDB reclassified SA",
      "category": "workflow-automation",
      "tags": [
        "workflow-automation"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "9349ac5ade6763ae5bb2b2aab2245b6be31362e72a738681cfc42cd8c80ee966",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/lowcoder/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/lowcoder/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/mage",
      "type": "tool",
      "slug": "mage",
      "url": "https://gtmstacker.com/registry/tool/mage/",
      "title": "Mage",
      "description": "OSS alt to Airflow; ~8789 stars; via openalternative.co",
      "one_liner": "OSS alt to Airflow; ~8789 stars; via openalternative.co",
      "category": "integration-orchestration",
      "tags": [
        "integration-orchestration"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "ae6bfd57dde1892a8aa188be8eec8dbd4f64eb212b34e26803da5cba5d18bbe1",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/mage/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/mage/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/mail-parser-spamscope",
      "type": "tool",
      "slug": "mail-parser-spamscope",
      "url": "https://gtmstacker.com/registry/tool/mail-parser-spamscope/",
      "title": "mail-parser (SpamScope)",
      "description": "~452 stars; complements email-reply-parser; Pure parsing library (no network/auth). RFC-compliant, Outlook .msg support, defect detection. No ToS risk.",
      "one_liner": "~452 stars; complements email-reply-parser; Pure parsing library (no network/auth). RFC-compliant, Outlook .msg support, defect detection. No ToS risk.",
      "category": "email-outbound",
      "tags": [
        "email-outbound",
        "email-providers-protocols"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "30f9766cb70afc9a0eebe7e46d43c27b9184f31797afbf237ea8a12b65766b7a",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/mail-parser-spamscope/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/mail-parser-spamscope/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/marimo",
      "type": "tool",
      "slug": "marimo",
      "url": "https://gtmstacker.com/registry/tool/marimo/",
      "title": "Marimo",
      "description": "Reactive git-native deployable notebook",
      "one_liner": "Reactive git-native deployable notebook",
      "category": "analytics-bi",
      "tags": [
        "analytics-bi",
        "data-visualization"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "088bfea13da2309578581731e9a1064b637d454f5a59c1bf8e787ea228a015fa",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/marimo/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/marimo/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/mastodonpy",
      "type": "tool",
      "slug": "mastodonpy",
      "url": "https://gtmstacker.com/registry/tool/mastodonpy/",
      "title": "Mastodon.py",
      "description": "~957 stars; complements toot; OAuth2 app tokens against the documented, open Mastodon REST API (open protocol / ActivityPub). No ToS/ban risk — self-hostable, per-instance rate limits. Feature-complete through Mastodon 4.5.",
      "one_liner": "~957 stars; complements toot; OAuth2 app tokens against the documented, open Mastodon REST API (open protocol / ActivityPub). No ToS/ban risk — self-hostable,…",
      "category": "social-community",
      "tags": [
        "social-community",
        "social-microblogging-communities"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "2ac580ec64e28d6d15d4225040379993f783301deba4828814e09ec70cec916a",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/mastodonpy/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/mastodonpy/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/matomo",
      "type": "tool",
      "slug": "matomo",
      "url": "https://gtmstacker.com/registry/tool/matomo/",
      "title": "Matomo",
      "description": "Full web analytics + attribution/funnels",
      "one_liner": "Full web analytics + attribution/funnels",
      "category": "analytics-bi",
      "tags": [
        "analytics-bi"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "8a7c384e59735fbc69e5e6d77f37e523491ebafdfa21cf442eed256480111ccb",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/matomo/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/matomo/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/matplotlib",
      "type": "tool",
      "slug": "matplotlib",
      "url": "https://gtmstacker.com/registry/tool/matplotlib/",
      "title": "matplotlib",
      "description": "Custom license — flag for strict scanners",
      "one_liner": "Custom license — flag for strict scanners",
      "category": "analytics-bi",
      "tags": [
        "analytics-bi",
        "data-visualization"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "7950a32021304265366cebeaebc50fb664251813a247799b6bdf2b83653b56f4",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/matplotlib/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/matplotlib/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/matrix-nio",
      "type": "tool",
      "slug": "matrix-nio",
      "url": "https://gtmstacker.com/registry/tool/matrix-nio/",
      "title": "matrix-nio",
      "description": "~705 stars; complements mautrix-python; Open Matrix client-server protocol with E2EE. Auth via access token/password. Open federated standard; no ToS risk.",
      "one_liner": "~705 stars; complements mautrix-python; Open Matrix client-server protocol with E2EE. Auth via access token/password. Open federated standard; no ToS risk.",
      "category": "chat-helpdesk",
      "tags": [
        "chat-helpdesk",
        "messaging-chat-platforms"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "954516b0dc9bc7263c52742b0ed0fd03bc7cd921dfc80a98c13f719a310e0458",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/matrix-nio/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/matrix-nio/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/mautrix-python",
      "type": "tool",
      "slug": "mautrix-python",
      "url": "https://gtmstacker.com/registry/tool/mautrix-python/",
      "title": "mautrix-python",
      "description": "~251 stars; complements matrix-nio; Matrix framework powering the mautrix bridges (and maubot). Open protocol; appservice auth via registration token. No ToS risk on Matrix side (individual bridges to WhatsApp/Telegram carry those platforms' ToS).",
      "one_liner": "~251 stars; complements matrix-nio; Matrix framework powering the mautrix bridges (and maubot). Open protocol; appservice auth via registration token. No ToS…",
      "category": "chat-helpdesk",
      "tags": [
        "chat-helpdesk",
        "messaging-chat-platforms"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "353c6301a7a9babc58aac0ceacfab23af4c1cd2744153289bba2919053a72e0a",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/mautrix-python/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/mautrix-python/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/mcp-context-forge",
      "type": "tool",
      "slug": "mcp-context-forge",
      "url": "https://gtmstacker.com/registry/tool/mcp-context-forge/",
      "title": "MCP Context Forge",
      "description": "~4285 stars; via ossinsight.io",
      "one_liner": "~4285 stars; via ossinsight.io",
      "category": "integration-orchestration",
      "tags": [
        "integration-orchestration",
        "agent-connectors-mcp-servers"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "8b3a5ef5a399034d90452e8c3e61f5deeae2b929e2967b6f02c6878a2fb4d80f",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/mcp-context-forge/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/mcp-context-forge/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/mcp-inspector",
      "type": "tool",
      "slug": "mcp-inspector",
      "url": "https://gtmstacker.com/registry/tool/mcp-inspector/",
      "title": "MCP Inspector",
      "description": "~10621 stars; via ossinsight.io",
      "one_liner": "~10621 stars; via ossinsight.io",
      "category": "integration-orchestration",
      "tags": [
        "integration-orchestration"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "0c21c6925c7c58fe6fb5b6af6b3eb5ddd477f66fdba388bfa9bfaaa18bafc88e",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/mcp-inspector/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/mcp-inspector/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/mcp-use",
      "type": "tool",
      "slug": "mcp-use",
      "url": "https://gtmstacker.com/registry/tool/mcp-use/",
      "title": "mcp-use",
      "description": "~10462 stars; via ossinsight.io",
      "one_liner": "~10462 stars; via ossinsight.io",
      "category": "integration-orchestration",
      "tags": [
        "integration-orchestration"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "48d1e92854e798a479af057c247cb42ddbeb954364729994d3e650a0457f58af",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/mcp-use/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/mcp-use/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/mcpjungle",
      "type": "tool",
      "slug": "mcpjungle",
      "url": "https://gtmstacker.com/registry/tool/mcpjungle/",
      "title": "MCPJungle",
      "description": "OSS alt to proprietary MCP gateways; ~1200 stars; complements MetaMCP, lasso mcp-gateway; MPL-2.0 (weak copyleft). Self-hosted registry+gateway: register servers once, expose one endpoint to Claude/Cursor/Codex/agents with access control. Auth delegated to registered servers. No per-platform ToS flag.",
      "one_liner": "OSS alt to proprietary MCP gateways; ~1200 stars; complements MetaMCP, lasso mcp-gateway; MPL-2.0 (weak copyleft). Self-hosted registry+gateway: register…",
      "category": "mcp-agents",
      "tags": [
        "mcp-agents",
        "agent-connectors-mcp-servers"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "c965e10e63634991a1d235ee49c064b8582cbb14ae504daa4d8f195e2169d6fa",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/mcpjungle/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/mcpjungle/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/media-cloud",
      "type": "tool",
      "slug": "media-cloud",
      "url": "https://gtmstacker.com/registry/tool/media-cloud/",
      "title": "Media Cloud",
      "description": "Large-scale news monitoring; research-grade",
      "one_liner": "Large-scale news monitoring; research-grade",
      "category": "seo-research",
      "tags": [
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        "seo-market-research"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "unknown",
      "status": "active",
      "revision": 1,
      "content_hash": "3e2fe9fde1283d2558b59940762dd4022041da9801f1d34353aaa4b776ed9529",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/media-cloud/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/media-cloud/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/metamcp",
      "type": "tool",
      "slug": "metamcp",
      "url": "https://gtmstacker.com/registry/tool/metamcp/",
      "title": "MetaMCP",
      "description": "OSS alt to proprietary MCP gateways; MCP Context Forge (XREF); ~2600 stars; complements MCPJungle, lasso mcp-gateway, Klavis; MIT (successor to metatool-app). Groups MCP servers into namespaces, exposes unified SSE/HTTP/OpenAPI endpoints with middlewares + API-key/OIDC auth, Docker-packaged. It fronts other servers; auth is delegated to them. No per-platform ToS flag.",
      "one_liner": "OSS alt to proprietary MCP gateways; MCP Context Forge (XREF); ~2600 stars; complements MCPJungle, lasso mcp-gateway, Klavis; MIT (successor to metatool-app).…",
      "category": "mcp-agents",
      "tags": [
        "mcp-agents",
        "agent-connectors-mcp-servers"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "7774f8eb38fa94d79caee1d5b958583a9187f8f1919ac3e70d728eebccf3db85",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/metamcp/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/metamcp/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/mirofish",
      "type": "tool",
      "slug": "mirofish",
      "url": "https://gtmstacker.com/registry/tool/mirofish/",
      "title": "MiroFish",
      "description": "Multi-agent AI prediction engine: builds a digital-twin sandbox of thousands of agents to forecast trajectories from seed data; ~71k stars (verify velocity); AGPL network-copyleft",
      "one_liner": "Multi-agent AI prediction engine: builds a digital-twin sandbox of thousands of agents to forecast trajectories from seed data; ~71k stars (verify velocity);…",
      "category": "ai-infrastructure",
      "tags": [
        "ai-infrastructure"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "unknown",
      "status": "active",
      "revision": 1,
      "content_hash": "dd84aaecaf82133fcdb80157a2a52238c6aa2d6f7167d6b437dc0dd04c48c001",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/mirofish/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/mirofish/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/mixpost",
      "type": "tool",
      "slug": "mixpost",
      "url": "https://gtmstacker.com/registry/tool/mixpost/",
      "title": "Mixpost",
      "description": "OSS alt to Buffer; ~3496 stars; via openalternative.co",
      "one_liner": "OSS alt to Buffer; ~3496 stars; via openalternative.co",
      "category": "content-copywriting",
      "tags": [
        "content-copywriting"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "74494cc7fb320cac6222f8eacd38bc5c2da8f17824728b2e0d8db532f6dfb185",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/mixpost/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/mixpost/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/modelcontextprotocolservers",
      "type": "tool",
      "slug": "modelcontextprotocolservers",
      "url": "https://gtmstacker.com/registry/tool/modelcontextprotocolservers/",
      "title": "modelcontextprotocol/servers",
      "description": "OSS alt to proprietary agent-tool plugins; ~89000 stars; complements Klavis, awesome-mcp-servers, MCP Context Forge (XREF); Reference servers under MIT, transitioning to Apache-2.0 (new contributions Apache-2.0; unrelicensed MIT contributions stay MIT) -> OSI-open either way. Each server uses the target service's official auth. No per-platform ToS flag.",
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      "one_liner": "~624 stars; complements python-o365, exchangelib; Official Microsoft Graph v1.0 Python SDK. Auth via MSAL OAuth2 (app/delegated). No ToS risk.",
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      "description": "OSS alt to Webflow; ~487 stars; via openalternative.co",
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      "description": "~5649 stars; complements notion-sdk-py, ultimate-notion; VENDOR (makenotion) official JavaScript/TypeScript SDK for the Notion API (integration token / OAuth). ToS-clean and authoritative for Node projects.",
      "one_liner": "~5649 stars; complements notion-sdk-py, ultimate-notion; VENDOR (makenotion) official JavaScript/TypeScript SDK for the Notion API (integration token /…",
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      "json": "https://gtmstacker.com/registry/tool/notion-sdk-js/index.json",
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      "description": "~2174 stars; complements notion-sdk-js, ultimate-notion; Sync+async Python client mirroring the OFFICIAL Notion API (integration token / OAuth). ToS-clean; the de-facto Python SDK. Standard Notion API rate limit ~3 req/s per integration.; via GitHub cross-ref, ossinsight.io",
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      "title": "Observable Plot",
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      "title": "octokit.js",
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      "title": "Office365-REST-Python-Client",
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      "title": "Ollama",
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      "description": "OSS alt to LiteLLM; ~36267 stars; via ossinsight.io",
      "one_liner": "OSS alt to LiteLLM; ~36267 stars; via ossinsight.io",
      "category": "ai-infrastructure",
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      "title": "Open Interpreter",
      "description": "OSS alt to ChatGPT Code Interpreter (local); ~67900 stars; complements cua, self-operating-computer, PyAutoGUI; Apache-2.0. LLM writes+runs code locally to operate the machine (incl. computer-use / OS control). Executes arbitrary code -> sandbox or require confirmation; not a per-platform ToS risk but a local-security risk.",
      "one_liner": "OSS alt to ChatGPT Code Interpreter (local); ~67900 stars; complements cua, self-operating-computer, PyAutoGUI; Apache-2.0. LLM writes+runs code locally to…",
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      "url": "https://gtmstacker.com/registry/tool/open-mercato/",
      "title": "Open Mercato",
      "description": "OSS alt to SAP; ~1580 stars; via openalternative.co",
      "one_liner": "OSS alt to SAP; ~1580 stars; via openalternative.co",
      "category": "crm-sales",
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      "date_modified": "2026-09-03T12:00:00Z",
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      "markdown": "https://gtmstacker.com/registry/tool/open-mercato/index.md"
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      "title": "OpenAlternative",
      "description": "Only deployable alt-finder app; +CC0 data list",
      "one_liner": "Only deployable alt-finder app; +CC0 data list",
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      "title": "OpenCheck",
      "description": "KYB tool over registry DATA; no contact emails",
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      "json": "https://gtmstacker.com/registry/tool/opencheck/index.json",
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      "title": "OpenFlow",
      "description": "Only lead-capture-specific OSS; young; rest collapse into covered form/page builders",
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      "json": "https://gtmstacker.com/registry/tool/openflow/index.json",
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      "json": "https://gtmstacker.com/registry/tool/openllmetry/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/openllmetry/index.md"
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      "url": "https://gtmstacker.com/registry/tool/openmetadata/",
      "title": "OpenMetadata",
      "description": "OSS alt to Collibra; ~14782 stars; via ossinsight.io",
      "one_liner": "OSS alt to Collibra; ~14782 stars; via ossinsight.io",
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      "json": "https://gtmstacker.com/registry/tool/openmetadata/index.json",
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      "title": "OpenPanel",
      "description": "OSS alt to Google Analytics; ~6296 stars; via openalternative.co",
      "one_liner": "OSS alt to Google Analytics; ~6296 stars; via openalternative.co",
      "category": "analytics-bi",
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      "json": "https://gtmstacker.com/registry/tool/openpanel/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/openpanel/index.md"
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    {
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      "title": "OpenRPA",
      "description": "Most complete OSI RPA; Windows-only; opt-out telemetry",
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      "json": "https://gtmstacker.com/registry/tool/openrpa/index.json",
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      "url": "https://gtmstacker.com/registry/tool/opensandbox/",
      "title": "OpenSandbox",
      "description": "General-purpose sandbox platform for coding/GUI agents, code execution, evaluation, and RL training; Python/JS/Java/.NET/Go SDKs, CLI, MCP and OpenAPI; Docker and Kubernetes runtimes; command/filesystem/code-interpreter/desktop environments; egress policies, credential vault, signed images, and gVisor/Kata/Firecracker isolation options; ~13.8k stars",
      "one_liner": "General-purpose sandbox platform for coding/GUI agents, code execution, evaluation, and RL training; Python/JS/Java/.NET/Go SDKs, CLI, MCP and OpenAPI; Docker…",
      "category": "ai-infrastructure",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/opensandbox/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/opensandbox/index.md"
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      "type": "tool",
      "slug": "openserp",
      "url": "https://gtmstacker.com/registry/tool/openserp/",
      "title": "OpenSERP",
      "description": "OSS alt to SearchAPI; ~1235 stars; via openalternative.co",
      "one_liner": "OSS alt to SearchAPI; ~1235 stars; via openalternative.co",
      "category": "data-scraping",
      "tags": [
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      "open_source": "yes",
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      "json": "https://gtmstacker.com/registry/tool/openserp/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/openserp/index.md"
    },
    {
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      "type": "tool",
      "slug": "openwebanalytics",
      "url": "https://gtmstacker.com/registry/tool/openwebanalytics/",
      "title": "OpenWebAnalytics",
      "description": "OSS alt to Google Analytics; ~2682 stars; via openalternative.co",
      "one_liner": "OSS alt to Google Analytics; ~2682 stars; via openalternative.co",
      "category": "analytics-bi",
      "tags": [
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/openwebanalytics/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/openwebanalytics/index.md"
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      "url": "https://gtmstacker.com/registry/tool/opnform/",
      "title": "OpnForm",
      "description": "OSS alt to Google Forms; ~3547 stars; via openalternative.co",
      "one_liner": "OSS alt to Google Forms; ~3547 stars; via openalternative.co",
      "category": "lead-capture",
      "tags": [
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        "lead-capture-forms"
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      "open_source": "yes",
      "self_hostable": "yes",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/opnform/index.json",
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      "url": "https://gtmstacker.com/registry/tool/osclass/",
      "title": "Osclass",
      "description": "Standalone PHP classifieds; legacy code",
      "one_liner": "Standalone PHP classifieds; legacy code",
      "category": "product-discovery",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/osclass/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/osclass/index.md"
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      "url": "https://gtmstacker.com/registry/tool/osmnx/",
      "title": "osmnx",
      "description": "~5800 stars; complements python-overpy (raw Overpass), yelpapi; Open-data OSM tooling over the public Overpass/Nominatim APIs. Open protocol/open data (ODbL) — no ToS/ban risk; respect Overpass usage policy.",
      "one_liner": "~5800 stars; complements python-overpy (raw Overpass), yelpapi; Open-data OSM tooling over the public Overpass/Nominatim APIs. Open protocol/open data (ODbL)…",
      "category": "seo-research",
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      "json": "https://gtmstacker.com/registry/tool/osmnx/index.json",
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      "id": "com.gtmstacker.registry/tool/payload-cms",
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      "url": "https://gtmstacker.com/registry/tool/payload-cms/",
      "title": "Payload CMS",
      "description": "OSS alt to Contentful/Strapi; ~44044 stars; via ossinsight.io",
      "one_liner": "OSS alt to Contentful/Strapi; ~44044 stars; via ossinsight.io",
      "category": "website-cms",
      "tags": [
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        "website-builders-cms"
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      "open_source": "yes",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/payload-cms/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/payload-cms/index.md"
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    {
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      "type": "tool",
      "slug": "pgvector",
      "url": "https://gtmstacker.com/registry/tool/pgvector/",
      "title": "pgvector",
      "description": "Cleanest profile; no telemetry/CVEs; Postgres extension",
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      "category": "ai-infrastructure",
      "tags": [
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      "open_source": "yes",
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      "pricing_model": "free",
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      "revision": 1,
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/pgvector/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/pgvector/index.md"
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    {
      "id": "com.gtmstacker.registry/tool/plotly-dash",
      "type": "tool",
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      "url": "https://gtmstacker.com/registry/tool/plotly-dash/",
      "title": "Plotly Dash",
      "description": "~24371 stars; via ossinsight.io",
      "one_liner": "~24371 stars; via ossinsight.io",
      "category": "analytics-bi",
      "tags": [
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        "data-visualization"
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      "open_source": "yes",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/plotly-dash/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/plotly-dash/index.md"
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    {
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      "type": "tool",
      "slug": "plotlypy",
      "url": "https://gtmstacker.com/registry/tool/plotlypy/",
      "title": "Plotly.py",
      "description": "Interactive notebook viz; ties to Dash",
      "one_liner": "Interactive notebook viz; ties to Dash",
      "category": "analytics-bi",
      "tags": [
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        "data-visualization"
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      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/plotlypy/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/plotlypy/index.md"
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    {
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      "slug": "plunk",
      "url": "https://gtmstacker.com/registry/tool/plunk/",
      "title": "Plunk",
      "description": "OSS alt to Resend; ~5347 stars; via openalternative.co",
      "one_liner": "OSS alt to Resend; ~5347 stars; via openalternative.co",
      "category": "marketing-automation",
      "tags": [
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      "open_source": "yes",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/plunk/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/plunk/index.md"
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    {
      "id": "com.gtmstacker.registry/tool/pneumatic-workflow",
      "type": "tool",
      "slug": "pneumatic-workflow",
      "url": "https://gtmstacker.com/registry/tool/pneumatic-workflow/",
      "title": "Pneumatic Workflow",
      "description": "Closest standalone approval app",
      "one_liner": "Closest standalone approval app",
      "category": "workflow-automation",
      "tags": [
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      "open_source": "yes",
      "self_hostable": "yes",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/pneumatic-workflow/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/pneumatic-workflow/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/portkey-gateway",
      "type": "tool",
      "slug": "portkey-gateway",
      "url": "https://gtmstacker.com/registry/tool/portkey-gateway/",
      "title": "Portkey Gateway",
      "description": "OSS alt to LiteLLM; ~12670 stars; via ossinsight.io",
      "one_liner": "OSS alt to LiteLLM; ~12670 stars; via ossinsight.io",
      "category": "ai-infrastructure",
      "tags": [
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      "open_source": "yes",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/portkey-gateway/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/portkey-gateway/index.md"
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    {
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      "type": "tool",
      "slug": "postiz",
      "url": "https://gtmstacker.com/registry/tool/postiz/",
      "title": "Postiz",
      "description": "OSS alt to Buffer; ~34410 stars; via openalternative.co",
      "one_liner": "OSS alt to Buffer; ~34410 stars; via openalternative.co",
      "category": "content-copywriting",
      "tags": [
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      "open_source": "yes",
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      "pricing_model": "freemium",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/postiz/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/postiz/index.md"
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    {
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      "url": "https://gtmstacker.com/registry/tool/praw/",
      "title": "PRAW",
      "description": "~4218 stars; complements asyncpraw, redditwarp; OAuth2 (script/web/installed app) against the sanctioned Reddit API; enforces Reddit rate-limit rules internally. De-facto standard, ToS-compliant. Note Reddit's 2023 paid-API terms for high-volume commercial use.; via GitHub cross-ref, ossinsight.io",
      "one_liner": "~4218 stars; complements asyncpraw, redditwarp; OAuth2 (script/web/installed app) against the sanctioned Reddit API; enforces Reddit rate-limit rules…",
      "category": "social-community",
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      "open_source": "yes",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/praw/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/praw/index.md"
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    {
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      "url": "https://gtmstacker.com/registry/tool/promptfoo/",
      "title": "Promptfoo",
      "description": "Eval + red-teaming; CI-friendly (verified)",
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      "category": "ai-infrastructure",
      "tags": [
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/promptfoo/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/promptfoo/index.md"
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    {
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      "url": "https://gtmstacker.com/registry/tool/proton-bridge/",
      "title": "proton-bridge",
      "description": "~1500 stars; complements hydroxide; Official Proton Mail Bridge; exposes local IMAP/SMTP for standard clients. Auth via Proton login + keychain. Requires paid Proton plan. No ToS risk (sanctioned).",
      "one_liner": "~1500 stars; complements hydroxide; Official Proton Mail Bridge; exposes local IMAP/SMTP for standard clients. Auth via Proton login + keychain. Requires paid…",
      "category": "email-outbound",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/proton-bridge/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/proton-bridge/index.md"
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    {
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      "url": "https://gtmstacker.com/registry/tool/puck/",
      "title": "Puck",
      "description": "GATE PASS; React embeddable editor",
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      "json": "https://gtmstacker.com/registry/tool/puck/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/puck/index.md"
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      "url": "https://gtmstacker.com/registry/tool/pyairtable/",
      "title": "pyairtable",
      "description": "~892 stars; complements airtable.js; Python client for the OFFICIAL Airtable REST API (personal access token / OAuth). ToS-clean; de-facto Python SDK. Airtable API rate limit ~5 req/s per base.",
      "one_liner": "~892 stars; complements airtable.js; Python client for the OFFICIAL Airtable REST API (personal access token / OAuth). ToS-clean; de-facto Python SDK.…",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/pyairtable/index.json",
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    {
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      "type": "tool",
      "slug": "pydantic-ai",
      "url": "https://gtmstacker.com/registry/tool/pydantic-ai/",
      "title": "Pydantic AI",
      "description": "OSS alt to LangGraph; ~19148 stars; via ossinsight.io",
      "one_liner": "OSS alt to LangGraph; ~19148 stars; via ossinsight.io",
      "category": "ai-infrastructure",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/pydantic-ai/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/pydantic-ai/index.md"
    },
    {
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      "type": "tool",
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      "url": "https://gtmstacker.com/registry/tool/pygithub/",
      "title": "PyGithub",
      "description": "~7800 stars; complements gh CLI, octokit.js; Official-API client. Auth via PAT/OAuth/GitHub App. LGPL-3.0 copyleft (weak). No ToS risk; REST rate limits apply.",
      "one_liner": "~7800 stars; complements gh CLI, octokit.js; Official-API client. Auth via PAT/OAuth/GitHub App. LGPL-3.0 copyleft (weak). No ToS risk; REST rate limits apply.",
      "category": "project-ops",
      "tags": [
        "project-ops",
        "project-issue-dev-platforms"
      ],
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      "pricing_model": "free",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/pygithub/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/pygithub/index.md"
    },
    {
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      "type": "tool",
      "slug": "pyod",
      "url": "https://gtmstacker.com/registry/tool/pyod/",
      "title": "PyOD",
      "description": "~9953 stars; via ossinsight.io",
      "one_liner": "~9953 stars; via ossinsight.io",
      "category": "data-scraping",
      "tags": [
        "data-scraping",
        "data-mining-scraping"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "89b3461f2261f8153841408b1a77ef80acdae9f4d06765248e0f78a82454a8cd",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/pyod/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/pyod/index.md"
    },
    {
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      "type": "tool",
      "slug": "python-amazon-sp-api",
      "url": "https://gtmstacker.com/registry/tool/python-amazon-sp-api/",
      "title": "python-amazon-sp-api",
      "description": "~671 stars; complements amzn/selling-partner-api-models (official OpenAPI models); De-facto Python client for the sanctioned Amazon SP-API. Auth via LWA OAuth + AWS IAM/role. No ToS risk (official API); respect SP-API usage plans/rate limits.",
      "one_liner": "~671 stars; complements amzn/selling-partner-api-models (official OpenAPI models); De-facto Python client for the sanctioned Amazon SP-API. Auth via LWA OAuth…",
      "category": "commerce-payments",
      "tags": [
        "commerce-payments",
        "commerce-marketplaces"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "06dcc87ca32b1ca3e820f0fb1a72c5a10c99c7b3bd58c3fc8b5320ce618bd54c",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/python-amazon-sp-api/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/python-amazon-sp-api/index.md"
    },
    {
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      "type": "tool",
      "slug": "python-asana",
      "url": "https://gtmstacker.com/registry/tool/python-asana/",
      "title": "python-asana",
      "description": "~335 stars; complements py-trello, clickupython, monday-sdk-js; Official Asana SDK (300+ endpoints). Auth via PAT/OAuth. No ToS risk.",
      "one_liner": "~335 stars; complements py-trello, clickupython, monday-sdk-js; Official Asana SDK (300+ endpoints). Auth via PAT/OAuth. No ToS risk.",
      "category": "project-ops",
      "tags": [
        "project-ops",
        "project-issue-dev-platforms"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "5ac14bf958b67294a296636e2e0b8bf8c5c82beed9eae318b4a15823453e69b7",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/python-asana/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/python-asana/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/python-gitlab",
      "type": "tool",
      "slug": "python-gitlab",
      "url": "https://gtmstacker.com/registry/tool/python-gitlab/",
      "title": "python-gitlab",
      "description": "~2500 stars; complements glab CLI; Official-API Python client, bundles a CLI. Auth via PAT/OAuth. LGPL-3.0. No ToS risk.",
      "one_liner": "~2500 stars; complements glab CLI; Official-API Python client, bundles a CLI. Auth via PAT/OAuth. LGPL-3.0. No ToS risk.",
      "category": "project-ops",
      "tags": [
        "project-ops",
        "project-issue-dev-platforms"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "ba86289a795628062e4e96f9e6845b435e87e0b2a8ad28e3923b18e168ea3b9f",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/python-gitlab/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/python-gitlab/index.md"
    },
    {
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      "type": "tool",
      "slug": "python-o365",
      "url": "https://gtmstacker.com/registry/tool/python-o365/",
      "title": "python-o365",
      "description": "~1900 stars; complements msgraph-sdk-python, exchangelib; Ergonomic wrapper over Microsoft Graph. Auth via OAuth2. No ToS risk; friendlier than raw Graph SDK.",
      "one_liner": "~1900 stars; complements msgraph-sdk-python, exchangelib; Ergonomic wrapper over Microsoft Graph. Auth via OAuth2. No ToS risk; friendlier than raw Graph SDK.",
      "category": "email-outbound",
      "tags": [
        "email-outbound",
        "email-providers-protocols"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "5105baf28a86171a193ff4f885f37b6824b17193e06122e7c9cbd70038c82352",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/python-o365/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/python-o365/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/python-slack-sdk",
      "type": "tool",
      "slug": "python-slack-sdk",
      "url": "https://gtmstacker.com/registry/tool/python-slack-sdk/",
      "title": "python-slack-sdk",
      "description": "~4000 stars; complements bolt-python; Official Slack SDK (Web API, Socket Mode, SCIM, audit logs). Auth via tokens/OAuth. No ToS risk. Lower-level than Bolt.",
      "one_liner": "~4000 stars; complements bolt-python; Official Slack SDK (Web API, Socket Mode, SCIM, audit logs). Auth via tokens/OAuth. No ToS risk. Lower-level than Bolt.",
      "category": "chat-helpdesk",
      "tags": [
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        "messaging-chat-platforms"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "5ad27fd001f27a1cc503c1dd2d4a571f00498c606e99b8a9ff8861ae2e293f61",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/python-slack-sdk/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/python-slack-sdk/index.md"
    },
    {
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      "type": "tool",
      "slug": "python-telegram-bot",
      "url": "https://gtmstacker.com/registry/tool/python-telegram-bot/",
      "title": "python-telegram-bot",
      "description": "~29400 stars; complements Telethon, aiogram; De-facto standard on official Telegram Bot API. Auth via bot token. No ToS risk (sanctioned Bot API). LGPL-3.0.; via ossinsight.io, GitHub cross-ref",
      "one_liner": "~29400 stars; complements Telethon, aiogram; De-facto standard on official Telegram Bot API. Auth via bot token. No ToS risk (sanctioned Bot API). LGPL-3.0.;…",
      "category": "chat-helpdesk",
      "tags": [
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        "messaging-chat-platforms"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/python-telegram-bot/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/python-telegram-bot/index.md"
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    {
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      "type": "tool",
      "slug": "pythreads",
      "url": "https://gtmstacker.com/registry/tool/pythreads/",
      "title": "pythreads",
      "description": "~72 stars; complements threads-py, threads-api; OAuth2 against Meta's SANCTIONED Threads API (Graph-style) — covers all published endpoints. ToS-clean official approach; the correct modern replacement for the dead reverse-engineered libs. Requires a Meta developer app.",
      "one_liner": "~72 stars; complements threads-py, threads-api; OAuth2 against Meta's SANCTIONED Threads API (Graph-style) — covers all published endpoints. ToS-clean…",
      "category": "social-community",
      "tags": [
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/pythreads/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/pythreads/index.md"
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    {
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      "type": "tool",
      "slug": "quizco",
      "url": "https://gtmstacker.com/registry/tool/quizco/",
      "title": "quizco",
      "description": "Only real OSS quiz builder; education-positioned not lead-gen",
      "one_liner": "Only real OSS quiz builder; education-positioned not lead-gen",
      "category": "lead-capture",
      "tags": [
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      "open_source": "yes",
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      "pricing_model": "free",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/quizco/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/quizco/index.md"
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      "type": "tool",
      "slug": "ragas",
      "url": "https://gtmstacker.com/registry/tool/ragas/",
      "title": "Ragas",
      "description": "RAG-specific metrics (verified)",
      "one_liner": "RAG-specific metrics (verified)",
      "category": "ai-infrastructure",
      "tags": [
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      "pricing_model": "free",
      "status": "active",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/ragas/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/ragas/index.md"
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    {
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      "type": "tool",
      "slug": "rallly",
      "url": "https://gtmstacker.com/registry/tool/rallly/",
      "title": "Rallly",
      "description": "Group availability polling; no lead routing",
      "one_liner": "Group availability polling; no lead routing",
      "category": "meetings-scheduling",
      "tags": [
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      "open_source": "yes",
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      "pricing_model": "freemium",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/rallly/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/rallly/index.md"
    },
    {
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      "type": "tool",
      "slug": "rasa",
      "url": "https://gtmstacker.com/registry/tool/rasa/",
      "title": "Rasa",
      "description": "Reference NLU framework; maintenance mode (CALM shift)",
      "one_liner": "Reference NLU framework; maintenance mode (CALM shift)",
      "category": "chat-helpdesk",
      "tags": [
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      "json": "https://gtmstacker.com/registry/tool/rasa/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/rasa/index.md"
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      "type": "tool",
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      "url": "https://gtmstacker.com/registry/tool/ray/",
      "title": "Ray",
      "description": "OSS alt to proprietary GPU-orchestration platforms; ~43500 stars; complements Celery, SkyPilot; General distributed-compute engine; also serves the cost/GPU/model orchestration branch. No model.",
      "one_liner": "OSS alt to proprietary GPU-orchestration platforms; ~43500 stars; complements Celery, SkyPilot; General distributed-compute engine; also serves the…",
      "category": "ai-infrastructure",
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      "open_source": "yes",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/ray/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/ray/index.md"
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    {
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      "type": "tool",
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      "url": "https://gtmstacker.com/registry/tool/recbole/",
      "title": "RecBole",
      "description": "94 algorithms; research-oriented",
      "one_liner": "94 algorithms; research-oriented",
      "category": "product-discovery",
      "tags": [
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/recbole/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/recbole/index.md"
    },
    {
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      "type": "tool",
      "slug": "recommenders",
      "url": "https://gtmstacker.com/registry/tool/recommenders/",
      "title": "Recommenders",
      "description": "LF-governed best-practices toolkit; not turnkey service",
      "one_liner": "LF-governed best-practices toolkit; not turnkey service",
      "category": "product-discovery",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/recommenders/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/recommenders/index.md"
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    {
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      "type": "tool",
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      "url": "https://gtmstacker.com/registry/tool/refearnapp/",
      "title": "RefearnApp",
      "description": "Affiliate tracking + payouts; thin bus-factor",
      "one_liner": "Affiliate tracking + payouts; thin bus-factor",
      "category": "referral-affiliate",
      "tags": [
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      "open_source": "yes",
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      "json": "https://gtmstacker.com/registry/tool/refearnapp/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/refearnapp/index.md"
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    {
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      "url": "https://gtmstacker.com/registry/tool/refferq/",
      "title": "Refferq",
      "description": "Most permissive; payout automation",
      "one_liner": "Most permissive; payout automation",
      "category": "referral-affiliate",
      "tags": [
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      "open_source": "yes",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/refferq/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/refferq/index.md"
    },
    {
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      "type": "tool",
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      "url": "https://gtmstacker.com/registry/tool/refref/",
      "title": "RefRef",
      "description": "Purpose-built referral+affiliate w/ fraud monitoring; alpha",
      "one_liner": "Purpose-built referral+affiliate w/ fraud monitoring; alpha",
      "category": "referral-affiliate",
      "tags": [
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      "json": "https://gtmstacker.com/registry/tool/refref/index.json",
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    {
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      "url": "https://gtmstacker.com/registry/tool/relaticle/",
      "title": "Relaticle",
      "description": "OSS alt to Attio; ~1494 stars; via openalternative.co",
      "one_liner": "OSS alt to Attio; ~1494 stars; via openalternative.co",
      "category": "crm-sales",
      "tags": [
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      "json": "https://gtmstacker.com/registry/tool/relaticle/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/relaticle/index.md"
    },
    {
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      "type": "tool",
      "slug": "resourcespace",
      "url": "https://gtmstacker.com/registry/tool/resourcespace/",
      "title": "ResourceSpace",
      "description": "Purest license; assess canonical Montala repo",
      "one_liner": "Purest license; assess canonical Montala repo",
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      "json": "https://gtmstacker.com/registry/tool/resourcespace/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/resourcespace/index.md"
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      "url": "https://gtmstacker.com/registry/tool/robot-framework/",
      "title": "Robot Framework",
      "description": "OSS alt to UiPath Studio, Blue Prism; ~11800 stars; complements rpaframework (Robocorp), TagUI, Selenium/Playwright; Apache-2.0. Mature de-facto OSS RPA/test framework; deterministic keyword-driven (not LLM). No auth model of its own; inherits credentials of the libraries it drives. No per-platform ToS flag.",
      "one_liner": "OSS alt to UiPath Studio, Blue Prism; ~11800 stars; complements rpaframework (Robocorp), TagUI, Selenium/Playwright; Apache-2.0. Mature de-facto OSS RPA/test…",
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      "json": "https://gtmstacker.com/registry/tool/robot-framework/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/robot-framework/index.md"
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      "url": "https://gtmstacker.com/registry/tool/rpaframework-robocorp/",
      "title": "rpaframework (Robocorp)",
      "description": "OSS alt to UiPath, Automation Anywhere activity packs; ~1500 stars; complements Robot Framework, TagUI; Apache-2.0. Battery of RPA libraries (Browser, Excel, PDF, Email, Windows, cloud) for Robot Framework + plain Python. Deterministic. Credentials handled by each library; no per-platform ToS flag.",
      "one_liner": "OSS alt to UiPath, Automation Anywhere activity packs; ~1500 stars; complements Robot Framework, TagUI; Apache-2.0. Battery of RPA libraries (Browser, Excel,…",
      "category": "workflow-automation",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/rpaframework-robocorp/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/rpaframework-robocorp/index.md"
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    {
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      "type": "tool",
      "slug": "rybbit",
      "url": "https://gtmstacker.com/registry/tool/rybbit/",
      "title": "Rybbit",
      "description": "OSS alt to Google Analytics; ~12594 stars; via openalternative.co",
      "one_liner": "OSS alt to Google Analytics; ~12594 stars; via openalternative.co",
      "category": "analytics-bi",
      "tags": [
        "analytics-bi"
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      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "unknown",
      "status": "active",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/rybbit/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/rybbit/index.md"
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    {
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      "type": "tool",
      "slug": "scrapegraphai",
      "url": "https://gtmstacker.com/registry/tool/scrapegraphai/",
      "title": "ScrapeGraphAI",
      "description": "OSS alt to Diffbot; ~29238 stars; via opensource.builders",
      "one_liner": "OSS alt to Diffbot; ~29238 stars; via opensource.builders",
      "category": "data-scraping",
      "tags": [
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      "open_source": "yes",
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      "pricing_model": "free",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/scrapegraphai/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/scrapegraphai/index.md"
    },
    {
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      "type": "tool",
      "slug": "scrapy",
      "url": "https://gtmstacker.com/registry/tool/scrapy/",
      "title": "Scrapy",
      "description": "Mature; Zyte-backed; no built-in JS render",
      "one_liner": "Mature; Zyte-backed; no built-in JS render",
      "category": "data-scraping",
      "tags": [
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        "data-mining-scraping"
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      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
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      "revision": 1,
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/scrapy/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/scrapy/index.md"
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    {
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      "type": "tool",
      "slug": "selling-partner-api-models",
      "url": "https://gtmstacker.com/registry/tool/selling-partner-api-models/",
      "title": "selling-partner-api-models",
      "description": "~889 stars; complements python-amazon-sp-api (Python client); Official Amazon (amzn org) OpenAPI models to generate SP-API clients in any language. Sanctioned; no ToS risk.",
      "one_liner": "~889 stars; complements python-amazon-sp-api (Python client); Official Amazon (amzn org) OpenAPI models to generate SP-API clients in any language.…",
      "category": "commerce-payments",
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      "pricing_model": "unknown",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/selling-partner-api-models/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/selling-partner-api-models/index.md"
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      "type": "tool",
      "slug": "semantica",
      "url": "https://gtmstacker.com/registry/tool/semantica/",
      "title": "Semantica",
      "description": "Graph-native context infrastructure for accountable AI: multi-source ingestion, semantic extraction, temporal knowledge/context graphs, GraphRAG, agent memory, provenance, conflict detection, explainable reasoning, ontology validation, entity resolution, MCP/REST interfaces, and graph exploration; ~7.8k stars; active security policy and hardened CI/release pipeline",
      "one_liner": "Graph-native context infrastructure for accountable AI: multi-source ingestion, semantic extraction, temporal knowledge/context graphs, GraphRAG, agent…",
      "category": "ai-infrastructure",
      "tags": [
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      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "65d0ff9e74f538b829915d01e53e4b3572a4875ea5fad7b153ad8cd1903f4533",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/semantica/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/semantica/index.md"
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    {
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      "type": "tool",
      "slug": "sendune",
      "url": "https://gtmstacker.com/registry/tool/sendune/",
      "title": "Sendune",
      "description": "OSS alt to Resend; ~2182 stars; via openalternative.co",
      "one_liner": "OSS alt to Resend; ~2182 stars; via openalternative.co",
      "category": "marketing-automation",
      "tags": [
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      "open_source": "yes",
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      "pricing_model": "free",
      "status": "active",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/sendune/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/sendune/index.md"
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    {
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      "type": "tool",
      "slug": "seonaut",
      "url": "https://gtmstacker.com/registry/tool/seonaut/",
      "title": "SEOnaut",
      "description": "Web-app dashboard; forkable to SaaS",
      "one_liner": "Web-app dashboard; forkable to SaaS",
      "category": "seo-research",
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      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/seonaut/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/seonaut/index.md"
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    {
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      "slug": "serenity",
      "url": "https://gtmstacker.com/registry/tool/serenity/",
      "title": "serenity",
      "description": "~5600 stars; complements discord.py; Official Discord API in Rust (sharding, cache, gateway). Auth via bot token. No ToS risk for bots.",
      "one_liner": "~5600 stars; complements discord.py; Official Discord API in Rust (sharding, cache, gateway). Auth via bot token. No ToS risk for bots.",
      "category": "chat-helpdesk",
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      "open_source": "yes",
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      "pricing_model": "free",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/serenity/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/serenity/index.md"
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    {
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      "type": "tool",
      "slug": "serpbear",
      "url": "https://gtmstacker.com/registry/tool/serpbear/",
      "title": "SerpBear",
      "description": "Focused rank tracker; free Search Console",
      "one_liner": "Focused rank tracker; free Search Console",
      "category": "seo-research",
      "tags": [
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        "seo-market-research"
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      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "48be6859b8f7bca10a130d66af11eaa2000c2205380714ea4cf1af6f073d2795",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/serpbear/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/serpbear/index.md"
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    {
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      "type": "tool",
      "slug": "shopify-cli",
      "url": "https://gtmstacker.com/registry/tool/shopify-cli/",
      "title": "Shopify CLI",
      "description": "~729 stars; complements shopify_python_api (official-api); Official Shopify CLI. OAuth login via Partners account. Sanctioned tooling; no ToS risk.",
      "one_liner": "~729 stars; complements shopify_python_api (official-api); Official Shopify CLI. OAuth login via Partners account. Sanctioned tooling; no ToS risk.",
      "category": "commerce-payments",
      "tags": [
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      "open_source": "yes",
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      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "9d14070757a6a4ae052ae1b4c585e1d3b75dd4051df2b884edd0b7e6ce99c6ea",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/shopify-cli/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/shopify-cli/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/shopify-python-api",
      "type": "tool",
      "slug": "shopify-python-api",
      "url": "https://gtmstacker.com/registry/tool/shopify-python-api/",
      "title": "shopify_python_api",
      "description": "~1400 stars; complements Shopify CLI (cli); Official Shopify SDK. Auth via API key / OAuth access token. Sanctioned API, no ToS risk; respect Admin API rate limits (leaky-bucket).",
      "one_liner": "~1400 stars; complements Shopify CLI (cli); Official Shopify SDK. Auth via API key / OAuth access token. Sanctioned API, no ToS risk; respect Admin API rate…",
      "category": "commerce-payments",
      "tags": [
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      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/shopify-python-api/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/shopify-python-api/index.md"
    },
    {
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      "type": "tool",
      "slug": "signal-cli",
      "url": "https://gtmstacker.com/registry/tool/signal-cli/",
      "title": "signal-cli",
      "description": "~4800 stars; complements signald; Unofficial CLI built on official libsignal-client; registers/links a real Signal account. Widely relied-upon de-facto standard for server notifications -> finalist despite unofficial. platform-tos flagged (unsanctioned client; number could be limited). Auth via phone registration/link.",
      "one_liner": "~4800 stars; complements signald; Unofficial CLI built on official libsignal-client; registers/links a real Signal account. Widely relied-upon de-facto…",
      "category": "chat-helpdesk",
      "tags": [
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      "open_source": "yes",
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      "pricing_model": "free",
      "status": "active",
      "revision": 1,
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      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/signal-cli/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/signal-cli/index.md"
    },
    {
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      "type": "tool",
      "slug": "silex",
      "url": "https://gtmstacker.com/registry/tool/silex/",
      "title": "Silex",
      "description": "GATE PASS-with-copyleft-caveat; clean HTML export",
      "one_liner": "GATE PASS-with-copyleft-caveat; clean HTML export",
      "category": "website-cms",
      "tags": [
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      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "51ceaf0459143bb7fc8d212f9849ad8290a7907c8d010b527fe2c44efc75ac1b",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/silex/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/silex/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/siteone-crawler",
      "type": "tool",
      "slug": "siteone-crawler",
      "url": "https://gtmstacker.com/registry/tool/siteone-crawler/",
      "title": "SiteOne Crawler",
      "description": "Rust; CI gates; backlink slice has NO OSS (data moat)",
      "one_liner": "Rust; CI gates; backlink slice has NO OSS (data moat)",
      "category": "seo-research",
      "tags": [
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      "open_source": "yes",
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      "pricing_model": "free",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/siteone-crawler/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/siteone-crawler/index.md"
    },
    {
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      "type": "tool",
      "slug": "skypilot",
      "url": "https://gtmstacker.com/registry/tool/skypilot/",
      "title": "SkyPilot",
      "description": "OSS alt to proprietary GPU-cost platforms; ~10500 stars; complements Ray; Provisions cheapest GPUs across clouds with spot/failover — the strongest OSS fit for the cost/GPU branch (STRUCTURAL: most cost-optimization is commercial). No model.",
      "one_liner": "OSS alt to proprietary GPU-cost platforms; ~10500 stars; complements Ray; Provisions cheapest GPUs across clouds with spot/failover — the strongest OSS fit…",
      "category": "ai-infrastructure",
      "tags": [
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      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "e044af91cdc31b9aff15442c57ce6f82b4e5d3694dc64e0efef3e68de75acfa6",
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/skypilot/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/skypilot/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/skyvern",
      "type": "tool",
      "slug": "skyvern",
      "url": "https://gtmstacker.com/registry/tool/skyvern/",
      "title": "Skyvern",
      "description": "OSS alt to UiPath, Automation Anywhere (AI RPA); ~22700 stars; complements browser-use (XREF), LaVague, Stagehand, Notte; Drives a real browser via LLM+CV; AGPL copyleft (self-host obligations). No reverse-eng of any single platform, so no per-platform ToS flag, but automating logged-in sessions can still trip site anti-bot; use provided credentials/OAuth. Cloud offering is separate.",
      "one_liner": "OSS alt to UiPath, Automation Anywhere (AI RPA); ~22700 stars; complements browser-use (XREF), LaVague, Stagehand, Notte; Drives a real browser via LLM+CV;…",
      "category": "workflow-automation",
      "tags": [
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        "generic-web-desktop-automation-engines"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
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      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/skyvern/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/skyvern/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/social-post",
      "type": "tool",
      "slug": "social-post",
      "url": "https://gtmstacker.com/registry/tool/social-post/",
      "title": "social-post",
      "description": "Multi-platform; hard dep on MuAPI vendor",
      "one_liner": "Multi-platform; hard dep on MuAPI vendor",
      "category": "content-copywriting",
      "tags": [
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      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "e79b2e40085c2e862d8dffdd34674af9903a6d8864a499281d06a5c93518bdfd",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/social-post/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/social-post/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/spacy",
      "type": "tool",
      "slug": "spacy",
      "url": "https://gtmstacker.com/registry/tool/spacy/",
      "title": "spaCy",
      "description": "Production NLP; Explosion-maintained",
      "one_liner": "Production NLP; Explosion-maintained",
      "category": "data-scraping",
      "tags": [
        "data-scraping",
        "data-mining-scraping"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "7fa32108f307b555b02a71d5822c776473c46b0fd5fd34e89c6f044f34fb8550",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/spacy/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/spacy/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/stackstorm",
      "type": "tool",
      "slug": "stackstorm",
      "url": "https://gtmstacker.com/registry/tool/stackstorm/",
      "title": "StackStorm",
      "description": "Rules+workflow engine; heavy infra",
      "one_liner": "Rules+workflow engine; heavy infra",
      "category": "integration-orchestration",
      "tags": [
        "integration-orchestration"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "9be1fc8872bd626ec0526fdb7ef07777c1c3ad816bd0dc2d75893df51873d147",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/stackstorm/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/stackstorm/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/stagehand",
      "type": "tool",
      "slug": "stagehand",
      "url": "https://gtmstacker.com/registry/tool/stagehand/",
      "title": "Stagehand",
      "description": "OSS alt to proprietary AI browser-automation SaaS; ~23800 stars; complements Playwright, browser-use (XREF), Skyvern, Notte; MIT permissive. Layers deterministic Playwright with LLM act/extract, so it degrades to code-defined selectors (more reliable than pure-LLM). Generic driver; automating logged-in sites still subject to that site's anti-bot rules.",
      "one_liner": "OSS alt to proprietary AI browser-automation SaaS; ~23800 stars; complements Playwright, browser-use (XREF), Skyvern, Notte; MIT permissive. Layers…",
      "category": "workflow-automation",
      "tags": [
        "workflow-automation",
        "generic-web-desktop-automation-engines"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "unknown",
      "status": "active",
      "revision": 1,
      "content_hash": "3ad71d53acb14e3ac7be15017a11a779ec1a42ebebbd5b5eeadb686a16a68a2d",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/stagehand/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/stagehand/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/stanza",
      "type": "tool",
      "slug": "stanza",
      "url": "https://gtmstacker.com/registry/tool/stanza/",
      "title": "Stanza",
      "description": "SOTA neural accuracy; 60+ languages",
      "one_liner": "SOTA neural accuracy; 60+ languages",
      "category": "data-scraping",
      "tags": [
        "data-scraping",
        "data-mining-scraping"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "7543b9740620394ed1048167ca1d8d07019499139d584d73a8277e206577abea",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/stanza/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/stanza/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/streamlit",
      "type": "tool",
      "slug": "streamlit",
      "url": "https://gtmstacker.com/registry/tool/streamlit/",
      "title": "Streamlit",
      "description": "Python script→dashboard; outside PRs paused; opt-out telemetry",
      "one_liner": "Python script→dashboard; outside PRs paused; opt-out telemetry",
      "category": "analytics-bi",
      "tags": [
        "analytics-bi",
        "data-visualization"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "0244fc5a6e3552e57a436be1d28dbf114fe47b5cb82111754a9611fdcbba2991",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/streamlit/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/streamlit/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/stripe-cli",
      "type": "tool",
      "slug": "stripe-cli",
      "url": "https://gtmstacker.com/registry/tool/stripe-cli/",
      "title": "stripe-cli",
      "description": "~2100 stars; complements stripe-python (official-api); Official Stripe CLI. Auth via API key/OAuth device login. Read/config + webhook testing; never automate money movement without human approval.",
      "one_liner": "~2100 stars; complements stripe-python (official-api); Official Stripe CLI. Auth via API key/OAuth device login. Read/config + webhook testing; never automate…",
      "category": "commerce-payments",
      "tags": [
        "commerce-payments",
        "commerce-marketplaces"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "fba8ebf52385c5d7c951c9f5f47e210aa18ad21d759adf38c5d8dc9dc9b6a7ea",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/stripe-cli/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/stripe-cli/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/stripe-python",
      "type": "tool",
      "slug": "stripe-python",
      "url": "https://gtmstacker.com/registry/tool/stripe-python/",
      "title": "stripe-python",
      "description": "~2000 stars; complements stripe-cli (cli); Official Stripe SDK. Auth via secret API key. READ/CONFIG ONLY for this atlas: never automate money movement (charges/refunds/transfers/payouts) without explicit human approval. Use restricted keys and test mode.",
      "one_liner": "~2000 stars; complements stripe-cli (cli); Official Stripe SDK. Auth via secret API key. READ/CONFIG ONLY for this atlas: never automate money movement…",
      "category": "commerce-payments",
      "tags": [
        "commerce-payments",
        "commerce-marketplaces"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "6823e1bfe9e3096c151bcb77b937c0f7e7f9088fee01fd9a24799ba4e71b9c86",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/stripe-python/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/stripe-python/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/stumpy",
      "type": "tool",
      "slug": "stumpy",
      "url": "https://gtmstacker.com/registry/tool/stumpy/",
      "title": "STUMPY",
      "description": "~4140 stars; via ossinsight.io",
      "one_liner": "~4140 stars; via ossinsight.io",
      "category": "data-scraping",
      "tags": [
        "data-scraping",
        "data-mining-scraping"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "b7213b4a7f34c7942ab7111caae578ef675004987278d3fd5a2d7427fcfed4d2",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/stumpy/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/stumpy/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/surfsense",
      "type": "tool",
      "slug": "surfsense",
      "url": "https://gtmstacker.com/registry/tool/surfsense/",
      "title": "SurfSense",
      "description": "OSS alt to NotebookLM; ~15811 stars; via openalternative.co",
      "one_liner": "OSS alt to NotebookLM; ~15811 stars; via openalternative.co",
      "category": "ai-infrastructure",
      "tags": [
        "ai-infrastructure"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "596fd0964922c1b1fdbe58693c6054d4b4ac9e33756671baaa4bba5cdc7035a2",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/surfsense/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/surfsense/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/swanlab",
      "type": "tool",
      "slug": "swanlab",
      "url": "https://gtmstacker.com/registry/tool/swanlab/",
      "title": "SwanLab",
      "description": "OSS alt to Weights & Biases; ~4128 stars; via ossinsight.io",
      "one_liner": "OSS alt to Weights & Biases; ~4128 stars; via ossinsight.io",
      "category": "ai-infrastructure",
      "tags": [
        "ai-infrastructure"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "7f84cf9ffdde77c74770b68ee8121b46dceab333271ccecd7c2d97d37fc21909",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/swanlab/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/swanlab/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/swetrix",
      "type": "tool",
      "slug": "swetrix",
      "url": "https://gtmstacker.com/registry/tool/swetrix/",
      "title": "Swetrix",
      "description": "OSS alt to Google Analytics; ~1116 stars; via openalternative.co",
      "one_liner": "OSS alt to Google Analytics; ~1116 stars; via openalternative.co",
      "category": "analytics-bi",
      "tags": [
        "analytics-bi"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "1b18eb528aec7e2cf4a46bb20a3c4edd96b0213cdd47f84cec1e326dc944d426",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/swetrix/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/swetrix/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/swiftcpq",
      "type": "tool",
      "slug": "swiftcpq",
      "url": "https://gtmstacker.com/registry/tool/swiftcpq/",
      "title": "SwiftCPQ",
      "description": "Only purpose-built OSS CPQ; ~19mo possibly abandoned; MSP niche",
      "one_liner": "Only purpose-built OSS CPQ; ~19mo possibly abandoned; MSP niche",
      "category": "documents-esign",
      "tags": [
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        "documents-e-sign-deal-rooms"
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      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "b87e2b9464b8994b6d563b82b19f571fb32430d4255be7a0e0614ab208ff0e60",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/swiftcpq/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/swiftcpq/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/taskt",
      "type": "tool",
      "slug": "taskt",
      "url": "https://gtmstacker.com/registry/tool/taskt/",
      "title": "taskt",
      "description": "Cleanest license; slowing",
      "one_liner": "Cleanest license; slowing",
      "category": "workflow-automation",
      "tags": [
        "workflow-automation"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "926994d79e483987750404b793402b99ca396b579823089332bf97451884f48f",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/taskt/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/taskt/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/temporal",
      "type": "tool",
      "slug": "temporal",
      "url": "https://gtmstacker.com/registry/tool/temporal/",
      "title": "Temporal",
      "description": "Industry-standard durable execution; heavy ops",
      "one_liner": "Industry-standard durable execution; heavy ops",
      "category": "workflow-automation",
      "tags": [
        "workflow-automation"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "74efdc615fff47881c64de7e492651359f49ef67fe0c4cae4e9635c382aeeac6",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/temporal/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/temporal/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/tiledesk",
      "type": "tool",
      "slug": "tiledesk",
      "url": "https://gtmstacker.com/registry/tool/tiledesk/",
      "title": "Tiledesk",
      "description": "Live chat + LLM bot builder + human handoff",
      "one_liner": "Live chat + LLM bot builder + human handoff",
      "category": "chat-helpdesk",
      "tags": [
        "chat-helpdesk",
        "chat-bots-helpdesk"
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      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "a47ddbfaaeefd27b760b1cb7d8309d34a767019c1b4b5ee2accc3509c6f405e4",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/tiledesk/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/tiledesk/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/timeplus-proton",
      "type": "tool",
      "slug": "timeplus-proton",
      "url": "https://gtmstacker.com/registry/tool/timeplus-proton/",
      "title": "Timeplus Proton",
      "description": "OSS alt to Materialize; ~2238 stars; via openalternative.co",
      "one_liner": "OSS alt to Materialize; ~2238 stars; via openalternative.co",
      "category": "integration-orchestration",
      "tags": [
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      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "b66a1a06368163ded3481e9f8d8cb856996f05959c4024079be61a375a3af567",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/timeplus-proton/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/timeplus-proton/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/toot",
      "type": "tool",
      "slug": "toot",
      "url": "https://gtmstacker.com/registry/tool/toot/",
      "title": "toot",
      "description": "~1323 stars; complements Mastodon.py; OAuth2 login against open Mastodon API; CLI + TUI. Open protocol — no ban/ToS risk. GPL-3.0 copyleft (matters if embedding/redistributing, not for CLI use).",
      "one_liner": "~1323 stars; complements Mastodon.py; OAuth2 login against open Mastodon API; CLI + TUI. Open protocol — no ban/ToS risk. GPL-3.0 copyleft (matters if…",
      "category": "social-community",
      "tags": [
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        "social-microblogging-communities"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "0f6a889e27e19cf709aa152f2aaf52795dfa92cdd6fe12823b2271dfea78e5fd",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/toot/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/toot/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/trackthenews",
      "type": "tool",
      "slug": "trackthenews",
      "url": "https://gtmstacker.com/registry/tool/trackthenews/",
      "title": "trackthenews",
      "description": "Media monitoring; PR distribution/journalist-DB has NO OSS",
      "one_liner": "Media monitoring; PR distribution/journalist-DB has NO OSS",
      "category": "seo-research",
      "tags": [
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        "seo-market-research"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "06f066178aa3db46e13be5eda68be76620ea91e2398f40b7d3aa0c24ea6887d9",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/trackthenews/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/trackthenews/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/trench",
      "type": "tool",
      "slug": "trench",
      "url": "https://gtmstacker.com/registry/tool/trench/",
      "title": "Trench",
      "description": "OSS alt to June; ~1659 stars; via openalternative.co",
      "one_liner": "OSS alt to June; ~1659 stars; via openalternative.co",
      "category": "analytics-bi",
      "tags": [
        "analytics-bi"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "unknown",
      "status": "active",
      "revision": 1,
      "content_hash": "2f4a2c934631a543f2ae67b880ec259cb832b61166284c967b2c23759ebc3d79",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/trench/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/trench/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/triggerdev",
      "type": "tool",
      "slug": "triggerdev",
      "url": "https://gtmstacker.com/registry/tool/triggerdev/",
      "title": "Trigger.dev",
      "description": "OSS alt to Zapier (dev-facing), Inngest; ~15900 stars; complements Huginn (XREF), Benthos/Bento, Windmill (XREF); Apache-2.0, self-hostable. Long-running/durable jobs triggered by events/schedules/webhooks; you supply the app credentials in code. No per-platform ToS flag.; via openalternative.co, GitHub cross-ref",
      "one_liner": "OSS alt to Zapier (dev-facing), Inngest; ~15900 stars; complements Huginn (XREF), Benthos/Bento, Windmill (XREF); Apache-2.0, self-hostable.…",
      "category": "integration-orchestration",
      "tags": [
        "integration-orchestration",
        "ipaas-workflow-orchestration-hubs"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "unknown",
      "status": "active",
      "revision": 1,
      "content_hash": "6aed453d1515ec5dffb02e1d485ca52ddae66be40b6657cbfe0405bbfebe3f81",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/triggerdev/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/triggerdev/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/tweepy",
      "type": "tool",
      "slug": "tweepy",
      "url": "https://gtmstacker.com/registry/tool/tweepy/",
      "title": "tweepy",
      "description": "~11178 stars; complements twikit, twscrape, snscrape; OAuth 1.0a / OAuth 2.0 + API key/bearer token against sanctioned X API v2. ToS-compliant; subject to paid API tiers and per-tier rate limits. No ban risk when used with an authorized developer app.; via GitHub cross-ref, ossinsight.io",
      "one_liner": "~11178 stars; complements twikit, twscrape, snscrape; OAuth 1.0a / OAuth 2.0 + API key/bearer token against sanctioned X API v2. ToS-compliant; subject to…",
      "category": "social-community",
      "tags": [
        "social-community",
        "social-microblogging-communities"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "d93fe363e5acc1d5d52e0364d77972438ae96885e8c752b8c214596b199c20b7",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/tweepy/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/tweepy/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/umami",
      "type": "tool",
      "slug": "umami",
      "url": "https://gtmstacker.com/registry/tool/umami/",
      "title": "Umami",
      "description": "Lightweight privacy analytics",
      "one_liner": "Lightweight privacy analytics",
      "category": "analytics-bi",
      "tags": [
        "analytics-bi"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "67a4f22085b55459cbe5a8c81b3b1690c35e16d631b9785612ed4de576bd4118",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/umami/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/umami/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/unsloth",
      "type": "tool",
      "slug": "unsloth",
      "url": "https://gtmstacker.com/registry/tool/unsloth/",
      "title": "Unsloth",
      "description": "AGPL on Studio/CLI; fastest kernels",
      "one_liner": "AGPL on Studio/CLI; fastest kernels",
      "category": "ai-infrastructure",
      "tags": [
        "ai-infrastructure"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "e8e832150f3f8f66f151f954e4067b73726af022155224536dfd82b2f5f3781c",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/unsloth/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/unsloth/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/usertour",
      "type": "tool",
      "slug": "usertour",
      "url": "https://gtmstacker.com/registry/tool/usertour/",
      "title": "Usertour",
      "description": "OSS alt to Userflow; ~2137 stars; via openalternative.co",
      "one_liner": "OSS alt to Userflow; ~2137 stars; via openalternative.co",
      "category": "marketing-ops",
      "tags": [
        "marketing-ops",
        "marketing-ops-experimentation"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "ec78074ec597705870513d2c1f2ebe37a95eb299ce2d8cf7fb9700c3a22e7189",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/usertour/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/usertour/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/usesend",
      "type": "tool",
      "slug": "usesend",
      "url": "https://gtmstacker.com/registry/tool/usesend/",
      "title": "useSend",
      "description": "OSS alt to Resend; ~4586 stars; via openalternative.co",
      "one_liner": "OSS alt to Resend; ~4586 stars; via openalternative.co",
      "category": "marketing-automation",
      "tags": [
        "marketing-automation",
        "marketing-automation-email"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "unknown",
      "status": "active",
      "revision": 1,
      "content_hash": "0df79924d12a795516e7c1e4df0c64f456805f988c18131076586e7f3e86a544",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/usesend/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/usesend/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/vdirsyncer",
      "type": "tool",
      "slug": "vdirsyncer",
      "url": "https://gtmstacker.com/registry/tool/vdirsyncer/",
      "title": "vdirsyncer",
      "description": "~1900 stars; complements caldav, khal; Open-protocol CalDAV/CardDAV sync CLI. Auth per server (basic/app-password). No ToS/ban risk.",
      "one_liner": "~1900 stars; complements caldav, khal; Open-protocol CalDAV/CardDAV sync CLI. Auth per server (basic/app-password). No ToS/ban risk.",
      "category": "meetings-scheduling",
      "tags": [
        "meetings-scheduling",
        "calendar-scheduling"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "6cd0b1a77b9b63e0da01fcb4c1d6c330d638ff0f2ffa12a9d70483f740870de4",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/vdirsyncer/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/vdirsyncer/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/vemetric",
      "type": "tool",
      "slug": "vemetric",
      "url": "https://gtmstacker.com/registry/tool/vemetric/",
      "title": "Vemetric",
      "description": "OSS alt to Google Analytics; ~360 stars; via openalternative.co",
      "one_liner": "OSS alt to Google Analytics; ~360 stars; via openalternative.co",
      "category": "analytics-bi",
      "tags": [
        "analytics-bi"
      ],
      "open_source": "yes",
      "self_hostable": "no",
      "pricing_model": "unknown",
      "status": "active",
      "revision": 1,
      "content_hash": "a2e007f258fabd6b8c5547ca8125fa0e7e002146dcc93dd2fee9e1abe9d734dd",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/vemetric/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/vemetric/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/vexa",
      "type": "tool",
      "slug": "vexa",
      "url": "https://gtmstacker.com/registry/tool/vexa/",
      "title": "Vexa",
      "description": "Bot-joins Meet/Teams/Zoom; 2 patched advisories; consent law caveat",
      "one_liner": "Bot-joins Meet/Teams/Zoom; 2 patched advisories; consent law caveat",
      "category": "meetings-scheduling",
      "tags": [
        "meetings-scheduling"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "1956a6e453dcd5b12722e970119efadd1f9772051e0138c44f17f0903d065703",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/vexa/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/vexa/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/vikunja",
      "type": "tool",
      "slug": "vikunja",
      "url": "https://gtmstacker.com/registry/tool/vikunja/",
      "title": "Vikunja",
      "description": "Lightest; Calendar+CalDAV for editorial",
      "one_liner": "Lightest; Calendar+CalDAV for editorial",
      "category": "marketing-ops",
      "tags": [
        "marketing-ops",
        "marketing-ops-experimentation"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "1c18929f9362b9a9e3d8e54f0eb5ee8a2ac97ea8eb9285a468a709c164fd65d2",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/vikunja/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/vikunja/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/vizro",
      "type": "tool",
      "slug": "vizro",
      "url": "https://gtmstacker.com/registry/tool/vizro/",
      "title": "Vizro",
      "description": "~3774 stars; via ossinsight.io",
      "one_liner": "~3774 stars; via ossinsight.io",
      "category": "analytics-bi",
      "tags": [
        "analytics-bi",
        "data-visualization"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "1964531eba10f1c7535fad318fe2573fe4ca20ec818051120ac39b1c635d97db",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/vizro/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/vizro/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/vizzu",
      "type": "tool",
      "slug": "vizzu",
      "url": "https://gtmstacker.com/registry/tool/vizzu/",
      "title": "Vizzu",
      "description": "BetaList-native; animated data-story niche",
      "one_liner": "BetaList-native; animated data-story niche",
      "category": "analytics-bi",
      "tags": [
        "analytics-bi",
        "data-visualization"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "0d49c25b7f1e9c8aecc29a257aa5d1f8a38ef277647ab1e3bd175978a985d6cb",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/vizzu/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/vizzu/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/vllm",
      "type": "tool",
      "slug": "vllm",
      "url": "https://gtmstacker.com/registry/tool/vllm/",
      "title": "vLLM",
      "description": "Throughput leader; strong governance",
      "one_liner": "Throughput leader; strong governance",
      "category": "ai-infrastructure",
      "tags": [
        "ai-infrastructure"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "51129d4bb74d80b524e5252be7da34f4880415d33dc58eb54897a79c69f1d818",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/vllm/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/vllm/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/voltagent",
      "type": "tool",
      "slug": "voltagent",
      "url": "https://gtmstacker.com/registry/tool/voltagent/",
      "title": "VoltAgent",
      "description": "OSS alt to CrewAI; ~10321 stars; via ossinsight.io",
      "one_liner": "OSS alt to CrewAI; ~10321 stars; via ossinsight.io",
      "category": "ai-infrastructure",
      "tags": [
        "ai-infrastructure"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "a7d3679971092c15d85c88cfdea27f81b63ea329d199b826d58316fd17f06f16",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/voltagent/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/voltagent/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/weaviate",
      "type": "tool",
      "slug": "weaviate",
      "url": "https://gtmstacker.com/registry/tool/weaviate/",
      "title": "Weaviate",
      "description": "Batteries-included hybrid search",
      "one_liner": "Batteries-included hybrid search",
      "category": "ai-infrastructure",
      "tags": [
        "ai-infrastructure"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "dcf813424efe6bc535ace6829176cc7b0f7c6fc213ecd07781eb19eba15d83c0",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/weaviate/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/weaviate/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/webstudio",
      "type": "tool",
      "slug": "webstudio",
      "url": "https://gtmstacker.com/registry/tool/webstudio/",
      "title": "Webstudio",
      "description": "GATE PASS-with-copyleft-caveat; Webflow analog",
      "one_liner": "GATE PASS-with-copyleft-caveat; Webflow analog",
      "category": "website-cms",
      "tags": [
        "website-cms",
        "website-builders-cms"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "unknown",
      "status": "active",
      "revision": 1,
      "content_hash": "c658f8d7d01c7d3b68ed96808f283b3687b4c46c5be5e4e636a754594e8b8415",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/webstudio/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/webstudio/index.md"
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    {
      "id": "com.gtmstacker.registry/tool/wexflow",
      "type": "tool",
      "slug": "wexflow",
      "url": "https://gtmstacker.com/registry/tool/wexflow/",
      "title": "Wexflow",
      "description": "C# engine; approval first-class; single-maintainer",
      "one_liner": "C# engine; approval first-class; single-maintainer",
      "category": "workflow-automation",
      "tags": [
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      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "4a610262b593456eb0f83ba7e7a9cc80e2bc3eccad027db45074cef8bcbea61f",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/wexflow/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/wexflow/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/workflow-use",
      "type": "tool",
      "slug": "workflow-use",
      "url": "https://gtmstacker.com/registry/tool/workflow-use/",
      "title": "workflow-use",
      "description": "'RPA 2.0' — record + replay deterministic browser workflows on top of browser-use; ~4k stars; AGPL network-copyleft (SaaS caution)",
      "one_liner": "'RPA 2.0' — record + replay deterministic browser workflows on top of browser-use; ~4k stars; AGPL network-copyleft (SaaS caution)",
      "category": "workflow-automation",
      "tags": [
        "workflow-automation",
        "generic-web-desktop-automation-engines"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "94852b7b9b660c2d2b09e03d78d7b41d1ecedd628a8a23b1684cad21752283b3",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/workflow-use/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/workflow-use/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/writingtools",
      "type": "tool",
      "slug": "writingtools",
      "url": "https://gtmstacker.com/registry/tool/writingtools/",
      "title": "WritingTools",
      "description": "Local rewrite/tone; no detector-evasion framing",
      "one_liner": "Local rewrite/tone; no detector-evasion framing",
      "category": "content-copywriting",
      "tags": [
        "content-copywriting"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "9c4cfe89abedbe5549ff2c24c3aa87625cebcc1ba7a566bc004d6febbffded0a",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/writingtools/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/writingtools/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/x-algorithm",
      "type": "tool",
      "slug": "x-algorithm",
      "url": "https://gtmstacker.com/registry/tool/x-algorithm/",
      "title": "X Algorithm",
      "description": "Official source for the X For You recommendation stack: candidate retrieval, engagement prediction, diversity-aware ranking, content/account labeling, visibility filtering, ads blending, and supporting Rust/JAX services; ~31.4k stars; valuable reference implementation but not a standalone deployable social platform and some anti-abuse rules are intentionally withheld",
      "one_liner": "Official source for the X For You recommendation stack: candidate retrieval, engagement prediction, diversity-aware ranking, content/account labeling,…",
      "category": "social-community",
      "tags": [
        "social-community",
        "social-microblogging-communities"
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      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "f064acd40d16d0ab26d59645993d20ece2a896a07c397ca43e3261c1f48871b1",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/x-algorithm/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/x-algorithm/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/ycode",
      "type": "tool",
      "slug": "ycode",
      "url": "https://gtmstacker.com/registry/tool/ycode/",
      "title": "Ycode",
      "description": "OSS alt to Webflow; ~261 stars; young repo; via openalternative.co",
      "one_liner": "OSS alt to Webflow; ~261 stars; young repo; via openalternative.co",
      "category": "website-cms",
      "tags": [
        "website-cms",
        "website-builders-cms"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "f3db6bfca94a2e77312eda70e330715f1325ae5568fc0cb96abcbcaa0ad13a4f",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/ycode/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/ycode/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/zammad",
      "type": "tool",
      "slug": "zammad",
      "url": "https://gtmstacker.com/registry/tool/zammad/",
      "title": "Zammad",
      "description": "OSS alt to Zendesk; ~5834 stars; via openalternative.co",
      "one_liner": "OSS alt to Zendesk; ~5834 stars; via openalternative.co",
      "category": "chat-helpdesk",
      "tags": [
        "chat-helpdesk",
        "chat-bots-helpdesk"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "cd4633761d4373a9931285ed44edd35514c1af2a2c9f01e8b62a39acf62a9c1e",
      "date_published": "2026-09-03T12:00:00Z",
      "date_modified": "2026-09-03T12:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/zammad/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/zammad/index.md"
    },
    {
      "id": "com.gtmstacker.registry/update/mcp-registry-rest-api-v01-frozen",
      "type": "update",
      "slug": "mcp-registry-rest-api-v01-frozen",
      "url": "https://gtmstacker.com/registry/update/mcp-registry-rest-api-v01-frozen/",
      "title": "MCP Registry REST API v0.1 frozen",
      "description": "The MCP Registry's REST read API reached a frozen v0.1: GET /v0.1/servers with cursor pagination and an updated_since delta filter. Agents can now build stable clients against a versioned contract instead of tracking an in-flux surface.",
      "one_liner": "The MCP Registry's REST read API reached a frozen v0.1: GET /v0.1/servers with cursor pagination and an updated_since delta filter. Agents can now build…",
      "category": "mcp-agents",
      "tags": [
        "mcp",
        "registry",
        "api",
        "semver"
      ],
      "open_source": "unknown",
      "self_hostable": "unknown",
      "pricing_model": "unknown",
      "status": "active",
      "revision": 1,
      "content_hash": "cd00eda48bc5e5665a9fe6d0350cbf3f5f1a1e1a2d4857108e6be53c6a3cc5b2",
      "date_published": "2026-09-03T10:30:28Z",
      "date_modified": "2026-09-03T10:30:28Z",
      "json": "https://gtmstacker.com/registry/update/mcp-registry-rest-api-v01-frozen/index.json",
      "markdown": "https://gtmstacker.com/registry/update/mcp-registry-rest-api-v01-frozen/index.md"
    },
    {
      "id": "com.gtmstacker.registry/news/json-feed-for-agents",
      "type": "news",
      "slug": "json-feed-for-agents",
      "url": "https://gtmstacker.com/registry/news/json-feed-for-agents/",
      "title": "JSON Feed 1.1 emerges as the agent-preferred syndication format",
      "description": "Autonomous crawlers index JSON Feed endpoints more reliably than legacy XML because payloads parse natively without entity resolution, escaping, or namespace handling. Publishers extend it with underscore-prefixed keys to carry structured agent metadata.",
      "one_liner": "Autonomous crawlers index JSON Feed endpoints more reliably than legacy XML because payloads parse natively without entity resolution, escaping, or namespace…",
      "category": "ai-infrastructure",
      "tags": [
        "syndication",
        "json-feed",
        "rss",
        "agents",
        "geo"
      ],
      "open_source": "unknown",
      "self_hostable": "unknown",
      "pricing_model": "unknown",
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      "date_published": "2026-09-03T09:20:00Z",
      "date_modified": "2026-09-03T09:20:00Z",
      "json": "https://gtmstacker.com/registry/news/json-feed-for-agents/index.json",
      "markdown": "https://gtmstacker.com/registry/news/json-feed-for-agents/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/toolhive-catalog",
      "type": "tool",
      "slug": "toolhive-catalog",
      "url": "https://gtmstacker.com/registry/tool/toolhive-catalog/",
      "title": "ToolHive Registry Catalog",
      "description": "Open-source registry catalog of MCP servers from Stacklok. Demonstrates twin catalog streams — servers for executable components and skills for reusable prompt workflows — with an allowedTools array that bounds which tools a skill may invoke.",
      "one_liner": "Open-source registry catalog of MCP servers from Stacklok. Demonstrates twin catalog streams — servers for executable components and skills for reusable…",
      "category": "mcp-agents",
      "tags": [
        "mcp",
        "registry",
        "skills",
        "catalog",
        "security"
      ],
      "open_source": "yes",
      "self_hostable": "unknown",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "67f6f505782e2f1f4c320e018065749e9fb6b50013e3853b48ea45f9359cec5d",
      "date_published": "2026-09-03T09:10:00Z",
      "date_modified": "2026-09-03T09:10:00Z",
      "json": "https://gtmstacker.com/registry/tool/toolhive-catalog/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/toolhive-catalog/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/mcp-registry",
      "type": "tool",
      "slug": "mcp-registry",
      "url": "https://gtmstacker.com/registry/tool/mcp-registry/",
      "title": "Model Context Protocol Registry",
      "description": "Community-driven registry service for Model Context Protocol servers. Provides a stateless REST read API (v0.1) with cursor pagination and updated_since delta sync, plus the server.json entry schema that standardizes tool distribution metadata.",
      "one_liner": "Community-driven registry service for Model Context Protocol servers. Provides a stateless REST read API (v0.1) with cursor pagination and updated_since delta…",
      "category": "mcp-agents",
      "tags": [
        "mcp",
        "registry",
        "catalog",
        "discovery",
        "server-json"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
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      "date_published": "2026-09-03T09:00:00Z",
      "date_modified": "2026-09-03T09:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/mcp-registry/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/mcp-registry/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/cold-outbound-skills",
      "type": "tool",
      "slug": "cold-outbound-skills",
      "url": "https://gtmstacker.com/registry/tool/cold-outbound-skills/",
      "title": "Cold Outbound Skills",
      "description": "Thirty open-source Claude Code skills covering the cold-email motion end to end — lead sourcing, copywriting, deliverability/infrastructure setup and campaign operations — packaged by growth operator Eric Nowoslawski.",
      "one_liner": "Thirty open-source Claude Code skills covering the cold-email motion end to end — lead sourcing, copywriting, deliverability/infrastructure setup and campaign…",
      "category": "email-outbound",
      "tags": [
        "email-outbound",
        "cold-email",
        "claude-skills",
        "agents",
        "outbound"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
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      "date_published": "2026-09-03T00:00:00Z",
      "date_modified": "2026-09-03T00:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/cold-outbound-skills/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/cold-outbound-skills/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/firecrawl-anydoc",
      "type": "tool",
      "slug": "firecrawl-anydoc",
      "url": "https://gtmstacker.com/registry/tool/firecrawl-anydoc/",
      "title": "Firecrawl anydoc",
      "description": "Open-source document-to-Markdown converter from the Firecrawl team (Rust with multi-language bindings): Word, PowerPoint, Excel, OpenDocument, RTF, EPUB, CSV and PDF into clean GitHub-Flavoured Markdown — an ingest layer for agent and RAG pipelines.",
      "one_liner": "Open-source document-to-Markdown converter from the Firecrawl team (Rust with multi-language bindings): Word, PowerPoint, Excel, OpenDocument, RTF, EPUB, CSV…",
      "category": "data-scraping",
      "tags": [
        "data-scraping",
        "markdown",
        "document-parsing",
        "rag",
        "agents"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
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      "content_hash": "800fccead13781a976e16d128e5568698612ec807270e119d1e9ba4772307240",
      "date_published": "2026-09-03T00:00:00Z",
      "date_modified": "2026-09-03T00:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/firecrawl-anydoc/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/firecrawl-anydoc/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/october-bus",
      "type": "tool",
      "slug": "october-bus",
      "url": "https://gtmstacker.com/registry/tool/october-bus/",
      "title": "October Bus",
      "description": "A local-first coordination layer for AI agents and harnesses: agents discover peers, exchange durable messages, delegate work, coordinate shared tasks, and request human input — with delivery guarantees and identity management and no cloud control plane. Go daemon + SQLite, TypeScript SDK, MCP bindings.",
      "one_liner": "A local-first coordination layer for AI agents and harnesses: agents discover peers, exchange durable messages, delegate work, coordinate shared tasks, and…",
      "category": "integration-orchestration",
      "tags": [
        "integration-orchestration",
        "agents",
        "coordination",
        "local-first",
        "mcp"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "4c2ba5762ff68e90b956863301d141df9927a2307f5dc93d9e6fdb45c1405886",
      "date_published": "2026-09-03T00:00:00Z",
      "date_modified": "2026-09-03T00:00:00Z",
      "json": "https://gtmstacker.com/registry/tool/october-bus/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/october-bus/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/dagychu",
      "type": "tool",
      "slug": "dagychu",
      "url": "https://gtmstacker.com/registry/tool/dagychu/",
      "title": "Dagychu",
      "description": "Self-hosted orchestration platform for production jobs and pipelines — define repeatable workflows and run them on your own infrastructure (n8n-class). Feeds the \"orchestrate\" terminal stage of a scrape → enrich → outreach → analytics spine.",
      "one_liner": "Self-hosted orchestration platform for production jobs and pipelines — define repeatable workflows and run them on your own infrastructure (n8n-class). Feeds…",
      "category": "workflow-automation",
      "tags": [
        "workflow-automation",
        "orchestration",
        "self-hostable",
        "pipelines"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "c802171464e4b204c8120e9fdd468d466fea05650284a66d59fbd20ace904f44",
      "date_published": "2026-09-02T16:54:12Z",
      "date_modified": "2026-09-02T16:54:12Z",
      "json": "https://gtmstacker.com/registry/tool/dagychu/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/dagychu/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/hydradb",
      "type": "tool",
      "slug": "hydradb",
      "url": "https://gtmstacker.com/registry/tool/hydradb/",
      "title": "HydraDB",
      "description": "Open-source distributed graph database in Rust built on object storage — decouples storage from compute so data nodes and indexers scale independently. Neo4j-compatible via Bolt 5.x, with an HTTP query API supporting OpenCypher and GraphBLAS traversal. An infra / agent-memory / context layer.",
      "one_liner": "Open-source distributed graph database in Rust built on object storage — decouples storage from compute so data nodes and indexers scale independently.…",
      "category": "ai-infrastructure",
      "tags": [
        "ai-infrastructure",
        "graph-database",
        "agent-memory",
        "rust",
        "oss-alternative"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "ac47b0f16dc78927af3a25bc3778c28c121e612c72a59eb97b637726a7a65d48",
      "date_published": "2026-09-02T16:54:12Z",
      "date_modified": "2026-09-02T16:54:12Z",
      "json": "https://gtmstacker.com/registry/tool/hydradb/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/hydradb/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/omnara",
      "type": "tool",
      "slug": "omnara",
      "url": "https://gtmstacker.com/registry/tool/omnara/",
      "title": "Omnara",
      "description": "Open-source infrastructure for running production-grade AI agents: you build the agent, Omnara handles hosting, durable state (Postgres), sandboxes, permissions, and secrets, with any model (Anthropic/OpenAI/Bedrock/open endpoints). Cloud or fully self-hosted in your own VPC — an OSS alternative to hosted managed-agent platforms.",
      "one_liner": "Open-source infrastructure for running production-grade AI agents: you build the agent, Omnara handles hosting, durable state (Postgres), sandboxes,…",
      "category": "ai-infrastructure",
      "tags": [
        "ai-infrastructure",
        "agents",
        "self-hostable",
        "oss-alternative"
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      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
      "content_hash": "054e3bf4af0d43550fb28d49fd54ec8b218bae1aceddf7299a111c17c83f1aac",
      "date_published": "2026-09-02T16:47:18Z",
      "date_modified": "2026-09-02T16:47:18Z",
      "json": "https://gtmstacker.com/registry/tool/omnara/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/omnara/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/zvec-grep",
      "type": "tool",
      "slug": "zvec-grep",
      "url": "https://gtmstacker.com/registry/tool/zvec-grep/",
      "title": "zg (zvec-grep)",
      "description": "A local-first search tool for people and AI agents that combines ripgrep, BM25, and on-device vector search across code, docs, and data — indexing and search stay on the machine. Auto-configures agents (Claude Code, Codex, OpenCode) and reports fewer tool-calls/tokens on SWE-QA-Bench.",
      "one_liner": "A local-first search tool for people and AI agents that combines ripgrep, BM25, and on-device vector search across code, docs, and data — indexing and search…",
      "category": "ai-infrastructure",
      "tags": [
        "ai-infrastructure",
        "search",
        "retrieval",
        "local-first",
        "cli"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "0f3048328edee2eddb066f113b20345f645bc30a3f638bde08e2a00469dbc320",
      "date_published": "2026-09-02T13:53:41Z",
      "date_modified": "2026-09-02T13:53:41Z",
      "json": "https://gtmstacker.com/registry/tool/zvec-grep/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/zvec-grep/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/copilotkit-openbot",
      "type": "tool",
      "slug": "copilotkit-openbot",
      "url": "https://gtmstacker.com/registry/tool/copilotkit-openbot/",
      "title": "OpenBot",
      "description": "Gives each AI agent its own isolated computer (browser, file workspace, tools) behind a policy gateway that reviews and audit-logs every action before it runs. Works with AG-UI agents (LangGraph, Mastra, CrewAI, Pydantic AI); model-agnostic and self-hostable.",
      "one_liner": "Gives each AI agent its own isolated computer (browser, file workspace, tools) behind a policy gateway that reviews and audit-logs every action before it…",
      "category": "ai-infrastructure",
      "tags": [
        "ai-infrastructure",
        "agents",
        "sandbox",
        "governance"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "e22082a24a2aa77ceba6e8d4f9e884d053960be191449655d6a9ee3c8fb39cd4",
      "date_published": "2026-09-02T11:10:43Z",
      "date_modified": "2026-09-02T11:10:43Z",
      "json": "https://gtmstacker.com/registry/tool/copilotkit-openbot/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/copilotkit-openbot/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/ui-tars-desktop",
      "type": "tool",
      "slug": "ui-tars-desktop",
      "url": "https://gtmstacker.com/registry/tool/ui-tars-desktop/",
      "title": "UI-TARS Desktop / Agent TARS",
      "description": "An open multimodal GUI-automation agent stack that controls a computer via a vision-language model — clicking, typing, and reading the screen locally — with a CLI and Web UI, browser control, and MCP-tool integration. From ByteDance.",
      "one_liner": "An open multimodal GUI-automation agent stack that controls a computer via a vision-language model — clicking, typing, and reading the screen locally — with a…",
      "category": "workflow-automation",
      "tags": [
        "workflow-automation",
        "gui-automation",
        "agents",
        "local"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "d6722ac6283848c799f2eec193648042ea06cb6acf1f9a9dbed9c9e875ced34e",
      "date_published": "2026-09-02T07:08:00Z",
      "date_modified": "2026-09-02T07:08:00Z",
      "json": "https://gtmstacker.com/registry/tool/ui-tars-desktop/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/ui-tars-desktop/index.md"
    },
    {
      "id": "com.gtmstacker.registry/news/google-timesfm-3",
      "type": "news",
      "slug": "google-timesfm-3",
      "url": "https://gtmstacker.com/registry/news/google-timesfm-3/",
      "title": "Google releases TimesFM 3.0 time-series forecasting model",
      "description": "Google published TimesFM 3.0, a time-series forecasting model, on Hugging Face. GTM angle: pipeline/demand forecasting (analytics-adjacent, not core outreach). Open-weight; commercial terms NOT independently verified.",
      "one_liner": "Google published TimesFM 3.0, a time-series forecasting model, on Hugging Face. GTM angle: pipeline/demand forecasting (analytics-adjacent, not core…",
      "category": "analytics-bi",
      "tags": [
        "analytics-bi",
        "model-release",
        "forecasting",
        "time-series"
      ],
      "open_source": "unknown",
      "self_hostable": "unknown",
      "pricing_model": "unknown",
      "status": "active",
      "revision": 1,
      "content_hash": "3cd0f71fdd6f543a8bd59b8a91c08e95f301f6688c6ae8aba069923cb355bd76",
      "date_published": "2026-09-02T00:00:00Z",
      "date_modified": "2026-09-02T00:00:00Z",
      "json": "https://gtmstacker.com/registry/news/google-timesfm-3/index.json",
      "markdown": "https://gtmstacker.com/registry/news/google-timesfm-3/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/freetoken",
      "type": "tool",
      "slug": "freetoken",
      "url": "https://gtmstacker.com/registry/tool/freetoken/",
      "title": "FreeToken",
      "description": "Edge-native Mixture-of-Experts inference engine (UC Berkeley) that runs frontier open-weight models on consumer hardware — e.g. a 35B model on an 8GB GPU — by treating GPU/CPU/host-memory as one bandwidth-adaptive platform; 2–4× faster than Ollama on MoE. Desktop app + Python CLI.",
      "one_liner": "Edge-native Mixture-of-Experts inference engine (UC Berkeley) that runs frontier open-weight models on consumer hardware — e.g. a 35B model on an 8GB GPU — by…",
      "category": "ai-infrastructure",
      "tags": [
        "ai-infrastructure",
        "local-inference",
        "moe",
        "self-hosting"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "4b2a2a1e0ee2e4594c9d568de4761611bd86de06bd218658bf639fe68354e0b4",
      "date_published": "2026-09-01T11:00:27Z",
      "date_modified": "2026-09-01T11:00:27Z",
      "json": "https://gtmstacker.com/registry/tool/freetoken/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/freetoken/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/superlinked-sie",
      "type": "tool",
      "slug": "superlinked-sie",
      "url": "https://gtmstacker.com/registry/tool/superlinked-sie/",
      "title": "SIE (Superlinked Inference Engine)",
      "description": "Self-hosted, OpenAI-compatible inference server that runs 85–100+ open models behind one API (encode/score/extract/generate), loading and LRU-evicting models by traffic so one GPU serves a rotating set instead of one server per model. Plugs into Qdrant, Weaviate, Chroma, LanceDB, LangChain, LlamaIndex.",
      "one_liner": "Self-hosted, OpenAI-compatible inference server that runs 85–100+ open models behind one API (encode/score/extract/generate), loading and LRU-evicting models…",
      "category": "ai-infrastructure",
      "tags": [
        "ai-infrastructure",
        "inference",
        "self-hostable",
        "oss-alternative"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "b5de6c50f420579566213fa15c39dddc7635e891f8921fe4c85ec22d5edd22ee",
      "date_published": "2026-09-01T06:49:18Z",
      "date_modified": "2026-09-01T06:49:18Z",
      "json": "https://gtmstacker.com/registry/tool/superlinked-sie/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/superlinked-sie/index.md"
    },
    {
      "id": "com.gtmstacker.registry/news/apple-agent-seer-tool-calling",
      "type": "news",
      "slug": "apple-agent-seer-tool-calling",
      "url": "https://gtmstacker.com/registry/news/apple-agent-seer-tool-calling/",
      "title": "Apple 'Agent Seer' research: API and parameter design break agent tool-calling",
      "description": "Apple research reporting that a large share of agent tool-calling failures trace to API and parameter design — schema shapes, parameter naming and documentation — rather than model capability. Practical implication for GTM-agent builders: design tool surfaces for the model, and keep a human approval step on consequential actions.",
      "one_liner": "Apple research reporting that a large share of agent tool-calling failures trace to API and parameter design — schema shapes, parameter naming and…",
      "category": "ai-infrastructure",
      "tags": [
        "ai-infrastructure",
        "news",
        "agents",
        "governance"
      ],
      "open_source": "unknown",
      "self_hostable": "unknown",
      "pricing_model": "unknown",
      "status": "active",
      "revision": 1,
      "content_hash": "e59311086ee31bcb941f25da685bc58e6e85908dbc6015d8e3c25081d1d3e134",
      "date_published": "2026-09-01T00:00:00Z",
      "date_modified": "2026-09-01T00:00:00Z",
      "json": "https://gtmstacker.com/registry/news/apple-agent-seer-tool-calling/index.json",
      "markdown": "https://gtmstacker.com/registry/news/apple-agent-seer-tool-calling/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/obscura-headless-browser",
      "type": "tool",
      "slug": "obscura-headless-browser",
      "url": "https://gtmstacker.com/registry/tool/obscura-headless-browser/",
      "title": "Obscura",
      "description": "Open-source headless browser for AI agents and web scraping, built in Rust: runs V8 JavaScript, speaks Chrome DevTools Protocol, drop-in for Puppeteer/Playwright, ~30MB, with stealth/anti-fingerprinting and MCP support — no Chromium.",
      "one_liner": "Open-source headless browser for AI agents and web scraping, built in Rust: runs V8 JavaScript, speaks Chrome DevTools Protocol, drop-in for…",
      "category": "data-scraping",
      "tags": [
        "data-scraping",
        "headless-browser",
        "rust",
        "scraping",
        "stealth"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
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      "json": "https://gtmstacker.com/registry/tool/obscura-headless-browser/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/obscura-headless-browser/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/url-intelligence-agent",
      "type": "tool",
      "slug": "url-intelligence-agent",
      "url": "https://gtmstacker.com/registry/tool/url-intelligence-agent/",
      "title": "URL Intelligence Agent",
      "description": "An evidence-first enrichment agent that turns a public URL into structured, sourced intelligence: entity resolution, contact/team extraction, tech-stack detection, brand assets, SEO/security signals, and relationship graphs — with confidence scores and provenance. Runs as CLI, HTTP API, MCP server, or self-hosted service.",
      "one_liner": "An evidence-first enrichment agent that turns a public URL into structured, sourced intelligence: entity resolution, contact/team extraction, tech-stack…",
      "category": "prospecting-enrichment",
      "tags": [
        "prospecting-enrichment",
        "enrichment",
        "mcp",
        "web-intelligence"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
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      "json": "https://gtmstacker.com/registry/tool/url-intelligence-agent/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/url-intelligence-agent/index.md"
    },
    {
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      "type": "tool",
      "slug": "maxun",
      "url": "https://gtmstacker.com/registry/tool/maxun/",
      "title": "Maxun",
      "description": "Open-source, no-code web-data platform: extract structured data (recorded actions or natural language), scrape pages to Markdown/HTML with screenshots, crawl whole sites, and run automated searches — self-hostable, with an SDK and CLI.",
      "one_liner": "Open-source, no-code web-data platform: extract structured data (recorded actions or natural language), scrape pages to Markdown/HTML with screenshots, crawl…",
      "category": "data-scraping",
      "tags": [
        "data-scraping",
        "no-code",
        "web-data",
        "self-hostable"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "subscription",
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      "date_modified": "2026-08-31T12:10:14Z",
      "json": "https://gtmstacker.com/registry/tool/maxun/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/maxun/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/openexecutive",
      "type": "tool",
      "slug": "openexecutive",
      "url": "https://gtmstacker.com/registry/tool/openexecutive/",
      "title": "OpenExecutive",
      "description": "A self-hostable virtual executive advisory board: one executive voice backed by eight specialist agents (strategy, finance, HR, legal, ops, marketing, product, board comms), with RAG over your own company docs, episodic memory across sessions, and a follow-up scheduler. Ships Slack/email/Telegram/Discord/web/CLI.",
      "one_liner": "A self-hostable virtual executive advisory board: one executive voice backed by eight specialist agents (strategy, finance, HR, legal, ops, marketing,…",
      "category": "productivity-knowledge",
      "tags": [
        "productivity-knowledge",
        "agents",
        "rag",
        "advisory"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
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      "revision": 1,
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      "json": "https://gtmstacker.com/registry/tool/openexecutive/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/openexecutive/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/khoj",
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      "slug": "khoj",
      "url": "https://gtmstacker.com/registry/tool/khoj/",
      "title": "Khoj",
      "description": "A self-hostable AI 'second brain': chat with local or cloud LLMs over your own PDFs/Markdown/Notion/org-mode with semantic search and cited answers, build custom agents, and use it from the browser, Obsidian, Emacs, desktop, phone, or WhatsApp. Replaces several paid AI-assistant subscriptions.",
      "one_liner": "A self-hostable AI 'second brain': chat with local or cloud LLMs over your own PDFs/Markdown/Notion/org-mode with semantic search and cited answers, build…",
      "category": "productivity-knowledge",
      "tags": [
        "productivity-knowledge",
        "ai-assistant",
        "semantic-search",
        "self-hostable"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
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      "json": "https://gtmstacker.com/registry/tool/khoj/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/khoj/index.md"
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      "type": "tool",
      "slug": "hyperswitch",
      "url": "https://gtmstacker.com/registry/tool/hyperswitch/",
      "title": "Hyperswitch",
      "description": "Open-source payments orchestration (Rust) that routes transactions across paid PSPs (Stripe, Adyen, …) rather than replacing them — a vendor-neutral monetization layer. Apache-2.0.",
      "one_liner": "Open-source payments orchestration (Rust) that routes transactions across paid PSPs (Stripe, Adyen, …) rather than replacing them — a vendor-neutral…",
      "category": "commerce-payments",
      "tags": [
        "commerce-payments",
        "payments",
        "orchestration",
        "oss-alternative",
        "rust"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
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      "json": "https://gtmstacker.com/registry/tool/hyperswitch/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/hyperswitch/index.md"
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    {
      "id": "com.gtmstacker.registry/tool/twenty-crm",
      "type": "tool",
      "slug": "twenty-crm",
      "url": "https://gtmstacker.com/registry/tool/twenty-crm/",
      "title": "Twenty",
      "description": "Open-source, self-hostable CRM and system-of-record — an OSS alternative to Salesforce/HubSpot with a REST/GraphQL API to persist records. Core is AGPL-3.0; SDKs MIT; some features gated behind a paid Enterprise license.",
      "one_liner": "Open-source, self-hostable CRM and system-of-record — an OSS alternative to Salesforce/HubSpot with a REST/GraphQL API to persist records. Core is AGPL-3.0;…",
      "category": "crm-sales",
      "tags": [
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        "oss-alternative",
        "self-hostable",
        "agpl"
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      "open_source": "yes",
      "self_hostable": "yes",
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      "date_modified": "2026-08-29T11:03:55Z",
      "json": "https://gtmstacker.com/registry/tool/twenty-crm/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/twenty-crm/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/open-seo",
      "type": "tool",
      "slug": "open-seo",
      "url": "https://gtmstacker.com/registry/tool/open-seo/",
      "title": "OpenSEO",
      "description": "Self-hostable, open-source alternative to Semrush/Ahrefs: keyword research, rank tracking, backlinks, and site audits, with a first-class MCP + AI-skills surface. Bring your own DataForSEO key; no forced subscription.",
      "one_liner": "Self-hostable, open-source alternative to Semrush/Ahrefs: keyword research, rank tracking, backlinks, and site audits, with a first-class MCP + AI-skills…",
      "category": "seo-research",
      "tags": [
        "seo-research",
        "seo",
        "oss-alternative",
        "self-hostable",
        "mcp"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "freemium",
      "status": "active",
      "revision": 1,
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      "date_modified": "2026-08-29T09:00:31Z",
      "json": "https://gtmstacker.com/registry/tool/open-seo/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/open-seo/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/daily-briefing",
      "type": "tool",
      "slug": "daily-briefing",
      "url": "https://gtmstacker.com/registry/tool/daily-briefing/",
      "title": "daily-briefing",
      "description": "Open-source AI news-briefing agent that runs entirely on GitHub Actions with no server: Groq for the model + Tavily for web search + email delivery. A reference pattern for owned, near-zero-cost GTM automation.",
      "one_liner": "Open-source AI news-briefing agent that runs entirely on GitHub Actions with no server: Groq for the model + Tavily for web search + email delivery. A…",
      "category": "workflow-automation",
      "tags": [
        "workflow-automation",
        "ai-agent",
        "github-actions",
        "automation",
        "news"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "2c8466843600a61ac8f0bfc88b9900df534839b269d0cdeb9e1aca5c3548fec5",
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      "date_modified": "2026-08-29T08:02:43Z",
      "json": "https://gtmstacker.com/registry/tool/daily-briefing/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/daily-briefing/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/itsuki-memory",
      "type": "tool",
      "slug": "itsuki-memory",
      "url": "https://gtmstacker.com/registry/tool/itsuki-memory/",
      "title": "Itsuki",
      "description": "Open-source memory engine for AI agents over REST API + MCP: captures conversations/events into typed, versioned, reversible objects (facts, entities, relationships, events) accessible across 26+ tools, with an audit trail and JSON export.",
      "one_liner": "Open-source memory engine for AI agents over REST API + MCP: captures conversations/events into typed, versioned, reversible objects (facts, entities,…",
      "category": "ai-infrastructure",
      "tags": [
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        "agent-memory",
        "mcp",
        "memory"
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      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
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      "revision": 1,
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      "date_modified": "2026-08-29T07:50:32Z",
      "json": "https://gtmstacker.com/registry/tool/itsuki-memory/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/itsuki-memory/index.md"
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    {
      "id": "com.gtmstacker.registry/tool/tokensift",
      "type": "tool",
      "slug": "tokensift",
      "url": "https://gtmstacker.com/registry/tool/tokensift/",
      "title": "Tokensift",
      "description": "Open-source, tokenizer-level static linter for LLM prompts and payloads — flags token waste (UUIDs, repeated blocks, pretty-printed JSON, base64 blobs) with fix suggestions. Library + CLI, 20 built-in rules; exact counts for OpenAI, calibrated estimates for Claude.",
      "one_liner": "Open-source, tokenizer-level static linter for LLM prompts and payloads — flags token waste (UUIDs, repeated blocks, pretty-printed JSON, base64 blobs) with…",
      "category": "ai-infrastructure",
      "tags": [
        "ai-infrastructure",
        "llm",
        "cost-governance",
        "linter",
        "prompts"
      ],
      "open_source": "yes",
      "self_hostable": "yes",
      "pricing_model": "free",
      "status": "active",
      "revision": 1,
      "content_hash": "aa0fb824bd5105f9bad3b2c87315ab0c6a04ce3e05760c3b8753f9565983e93d",
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      "date_modified": "2026-08-29T06:33:51Z",
      "json": "https://gtmstacker.com/registry/tool/tokensift/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/tokensift/index.md"
    },
    {
      "id": "com.gtmstacker.registry/news/glm-5-3-open-weight",
      "type": "news",
      "slug": "glm-5-3-open-weight",
      "url": "https://gtmstacker.com/registry/news/glm-5-3-open-weight/",
      "title": "GLM-5.3 is now open-weight",
      "description": "Zhipu's GLM-5.3 was released as an open-weight model on Hugging Face — a runnable-locally option for bulk GTM classification/enrichment/drafting versus paying per API call. Exact commercial license terms are NOT independently verified.",
      "one_liner": "Zhipu's GLM-5.3 was released as an open-weight model on Hugging Face — a runnable-locally option for bulk GTM classification/enrichment/drafting versus paying…",
      "category": "ai-infrastructure",
      "tags": [
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      "status": "active",
      "revision": 1,
      "content_hash": "83ce3d7f89f2802a6c8abe774c86ee9f61ab70aa4e49187e87d31f2a17a440fb",
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      "json": "https://gtmstacker.com/registry/news/glm-5-3-open-weight/index.json",
      "markdown": "https://gtmstacker.com/registry/news/glm-5-3-open-weight/index.md"
    },
    {
      "id": "com.gtmstacker.registry/news/accept-markdown-content-negotiation",
      "type": "news",
      "slug": "accept-markdown-content-negotiation",
      "url": "https://gtmstacker.com/registry/news/accept-markdown-content-negotiation/",
      "title": "Accept: text/markdown — serve Markdown to AI agents via content negotiation",
      "description": "An open HTTP technique (not a SaaS, no vendor/lock-in): clients send Accept: text/markdown and the server returns Markdown from the same URL that still serves HTML to browsers — cutting token bloat for agent readers. Copy-paste recipes for Nginx, Caddy, Next.js, Astro, Django, Rails.",
      "one_liner": "An open HTTP technique (not a SaaS, no vendor/lock-in): clients send Accept: text/markdown and the server returns Markdown from the same URL that still serves…",
      "category": "ai-infrastructure",
      "tags": [
        "ai-infrastructure",
        "content-negotiation",
        "agents",
        "technique",
        "geo"
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      "open_source": "unknown",
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      "status": "active",
      "revision": 1,
      "content_hash": "2cb67e4b2a26804b41902a1f33302e6eee7b6f0787be42c223f8e69d3a1fa873",
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      "json": "https://gtmstacker.com/registry/news/accept-markdown-content-negotiation/index.json",
      "markdown": "https://gtmstacker.com/registry/news/accept-markdown-content-negotiation/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/pipecat",
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      "url": "https://gtmstacker.com/registry/tool/pipecat/",
      "title": "Pipecat",
      "description": "Open-source framework for real-time voice agents, multimodal apps, and live AI — composable pipelines with swappable STT (22+), TTS (35+), any LLM, and WebRTC/WebSocket/Twilio/WhatsApp transports, plus multi-agent composition and sub-200ms latency. Maintained by Daily.",
      "one_liner": "Open-source framework for real-time voice agents, multimodal apps, and live AI — composable pipelines with swappable STT (22+), TTS (35+), any LLM, and…",
      "category": "ai-infrastructure",
      "tags": [
        "ai-infrastructure",
        "voice-ai",
        "realtime",
        "framework"
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      "open_source": "yes",
      "self_hostable": "yes",
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      "json": "https://gtmstacker.com/registry/tool/pipecat/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/pipecat/index.md"
    },
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      "slug": "activepieces",
      "url": "https://gtmstacker.com/registry/tool/activepieces/",
      "title": "Activepieces",
      "description": "Open-source workflow automation (Zapier alternative): no-code builder, 280+ integrations, a TypeScript pieces framework, and ~400 MCP servers for LLM integration. Self-hostable.",
      "one_liner": "Open-source workflow automation (Zapier alternative): no-code builder, 280+ integrations, a TypeScript pieces framework, and ~400 MCP servers for LLM…",
      "category": "workflow-automation",
      "tags": [
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        "no-code",
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      "open_source": "yes",
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      "json": "https://gtmstacker.com/registry/tool/activepieces/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/activepieces/index.md"
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      "url": "https://gtmstacker.com/registry/tool/advertools/",
      "title": "advertools",
      "description": "Python productivity toolkit for online marketing: SEO crawling, SERP analysis, keyword/SEM tools, robots.txt & sitemap parsing, log-file and search-marketing analysis.",
      "one_liner": "Python productivity toolkit for online marketing: SEO crawling, SERP analysis, keyword/SEM tools, robots.txt & sitemap parsing, log-file and search-marketing…",
      "category": "seo-research",
      "tags": [
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        "sem",
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      "open_source": "yes",
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      "json": "https://gtmstacker.com/registry/tool/advertools/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/advertools/index.md"
    },
    {
      "id": "com.gtmstacker.registry/tool/chrome-devtools-mcp",
      "type": "tool",
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      "url": "https://gtmstacker.com/registry/tool/chrome-devtools-mcp/",
      "title": "Chrome DevTools MCP",
      "description": "MCP server that lets an agent inspect and control a live Chrome browser — performance traces, network requests, console errors, rendered pages, and screenshots.",
      "one_liner": "MCP server that lets an agent inspect and control a live Chrome browser — performance traces, network requests, console errors, rendered pages, and screenshots.",
      "category": "data-scraping",
      "tags": [
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        "browser-automation",
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      "open_source": "yes",
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      "date_modified": "2026-08-25T21:34:12Z",
      "json": "https://gtmstacker.com/registry/tool/chrome-devtools-mcp/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/chrome-devtools-mcp/index.md"
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    {
      "id": "com.gtmstacker.registry/tool/docling",
      "type": "tool",
      "slug": "docling",
      "url": "https://gtmstacker.com/registry/tool/docling/",
      "title": "Docling",
      "description": "Document-processing toolkit with advanced PDF/DOCX/PPTX/XLSX understanding (tables, complex layouts) and generative-AI integrations — for when simple PDF-to-text loses structure.",
      "one_liner": "Document-processing toolkit with advanced PDF/DOCX/PPTX/XLSX understanding (tables, complex layouts) and generative-AI integrations — for when simple…",
      "category": "data-scraping",
      "tags": [
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      "title": "Google Analytics MCP Server",
      "description": "The official Google Analytics team's MCP server: run GA4 core/funnel/realtime reports and property queries through the Analytics read scope — one of the safer direct marketing-data connections.",
      "one_liner": "The official Google Analytics team's MCP server: run GA4 core/funnel/realtime reports and property queries through the Analytics read scope — one of the safer…",
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      "title": "Marketing Skills",
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      "title": "Playwright MCP",
      "description": "Microsoft MCP server that lets agents automate a browser via structured accessibility snapshots (not screenshots) — for rendered-page checks, forms, funnels, and landing-page QA.",
      "one_liner": "Microsoft MCP server that lets agents automate a browser via structured accessibility snapshots (not screenshots) — for rendered-page checks, forms, funnels,…",
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      "description": "Bayesian marketing toolbox in PyMC: media-mix modeling (MMM), customer lifetime value (CLV), and buy-till-you-die (BTYD) retention models.",
      "one_liner": "Bayesian marketing toolbox in PyMC: media-mix modeling (MMM), customer lifetime value (CLV), and buy-till-you-die (BTYD) retention models.",
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      "title": "TikTok Business API SDK",
      "description": "TikTok's official SDK (Java/Python/JS) for its Business API — auth, campaign creation, reporting, and Business Center workflows. Apply the same test-account + approval rules to mutations.",
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      "title": "Milvus for DeepSeek Harness",
      "description": "A read-only DeepSeek Harness plugin that lets an agent inspect and query Milvus / Zilliz Cloud vector stores — entity lookup, scalar queries, BM25 full-text, and dense+BM25 hybrid retrieval. The plugin bounds the tool surface (no insert/delete/admin) at the execution boundary, not by prompt.",
      "one_liner": "A read-only DeepSeek Harness plugin that lets an agent inspect and query Milvus / Zilliz Cloud vector stores — entity lookup, scalar queries, BM25 full-text,…",
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    {
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      "title": "oc (only-cli)",
      "description": "Open-source CLI that fetches a web page and returns a compact numbered view instead of raw HTML — a cheap web-read layer for scraping/enrichment agents. Installs as a CLI and as an agent skill (npx skills add).",
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      "category": "data-scraping",
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        "agent-tools",
        "web-content",
        "cli",
        "mcp"
      ],
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      "markdown": "https://gtmstacker.com/registry/tool/oc-only-cli/index.md"
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      "type": "tool",
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      "url": "https://gtmstacker.com/registry/tool/quartermaster-qm/",
      "title": "Quartermaster (QM)",
      "description": "An open, multiplayer agent harness for organizations: every employee and Slack room gets a scoped workspace (separate memory, files, permissions, sandbox), with shared skills, admin-gated promotion, crons/background watches, and one-command deploy to Fly/AWS. Model-agnostic (Claude/Codex/OpenCode).",
      "one_liner": "An open, multiplayer agent harness for organizations: every employee and Slack room gets a scoped workspace (separate memory, files, permissions, sandbox),…",
      "category": "ai-infrastructure",
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        "agent-ops",
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        "self-hostable"
      ],
      "open_source": "yes",
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      "pricing_model": "free",
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      "revision": 1,
      "content_hash": "5655dc6efb45eac207368628268290b27a3275bea367ac7b9d447047ad68b942",
      "date_published": "2026-08-25T10:10:43Z",
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      "json": "https://gtmstacker.com/registry/tool/quartermaster-qm/index.json",
      "markdown": "https://gtmstacker.com/registry/tool/quartermaster-qm/index.md"
    }
  ]
}
