The best open-source SEO Research tools, curated: 15 in the registry, including BrightBean Studio, crowd.dev, Fediwall. Every tool is open-source; each entry lists license, self-hostability, and links.
googlemaps (google-maps-services-python)— tool, 2026-09-03 ~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.
Media Cloud— tool, 2026-09-03 Large-scale news monitoring; research-grade
osmnx— tool, 2026-09-03 ~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.
SEOnaut— tool, 2026-09-03 Web-app dashboard; forkable to SaaS
SiteOne Crawler— tool, 2026-09-03 Rust; CI gates; backlink slice has NO OSS (data moat)
trackthenews— tool, 2026-09-03 Media monitoring; PR distribution/journalist-DB has NO OSS
OpenSEO— tool, 2026-08-29 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.
advertools— tool, 2026-08-25 Python productivity toolkit for online marketing: SEO crawling, SERP analysis, keyword/SEM tools, robots.txt & sitemap parsing, log-file and search-marketing analysis.
GPT Researcher— tool, 2026-08-25 Autonomous research agent that produces cited, multi-source reports from web and local documents — useful for market, competitor, and category research and content briefs. MCP integration included.