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An open-source AI tools directory with clear use cases, visible source freshness, and maintenance evidence for anyone deciding what to try.

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Rankings use public ecosystem signals. Treat them as a starting point, then confirm license, setup, safety, and fit with the upstream project.
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Project comparison

Firecrawl Mcp Server vs Context7

Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.

Firecrawl Mcp Server

🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.

Best matched with other inference tools.

7.3K
Stars
+971
Weekly
72/100
Health
Context7

Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors

Best matched with other inference tools.

59.6K
Stars
+4.5K
Weekly
79/100
Health

Quick Take

Adoption

Context7 has the larger GitHub footprint with 59.6K stars.

Momentum

Context7 is currently growing faster at +4.5K stars this week.

Maintenance

Context7 has the stronger automated maintenance signal at 79/100. This is not a security or fit verdict.

Side-by-side evidence

Use these signals to narrow your choice, then confirm setup, license, and fit upstream.

SignalFirecrawl Mcp ServerContext7
Evidence statusBasic listing· 2026-10-04 09:17 UTCBasic listing· 2026-10-04 09:17 UTC
GitHub stars7.3K59.6K
Weekly growth+971+4.5K
Health scoreHealthy72/100Healthy79/100
Contributors29128
Commits per week11.58.6
Open issues15123
LanguageJavaScriptTypeScript
LicenseMITMIT
Last commit2026-08-14 23:12 UTC2026-07-22 13:04 UTC
Last releasev3.2.1@upstash/context7-mcp@3.2.4

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