Context7 vs Firecrawl MCP
Context7 and Firecrawl MCP are close in benchmark score; choose based on use case and supported integrations. Context7 scores 25/100 and Firecrawl MCP scores 25/100.
Comparison
| Attribute | Context7 | Firecrawl MCP |
|---|---|---|
| Category | Developer Tools | Web Scraping & Crawling |
| GitHub stars | 61,800 | 7,423 |
| Forks | 2,976 | 880 |
| License | MIT | MIT |
| Last commit | Sep 9, 2026 | Sep 8, 2026 |
| Supported clients | Claude Desktop, Cursor, VS Code, Windsurf, Cline | Claude Desktop, Cursor, VS Code, Windsurf, Cline |
| Best for | Fetch current library documentation | Crawl and scrape websites |
| Risk level | High | High |
| Popularity score | 89 | 72 |
| Freshness score | 100 | 100 |
| Maintenance score | 100 | 100 |
| GEO score | 71 | 65 |
| Benchmark score | 25 | 25 |
| Install status | unknown | unknown |
| Startup status | unknown | unknown |
| Capability discovery | skipped | skipped missing env |
| Capabilities | 0 tools / 0 resources / 0 prompts | 0 tools / 0 resources / 0 prompts |
| Docs score | 0 | 0 |
| Config score | 0 | 0 |
| Safety score | 0 | 0 |
| Last tested | Sep 7, 2026 | Unknown |
When to choose Context7
- You want broader GitHub adoption — Context7 has 61.8K stars vs 7.4K.
- You want the more recently maintained option (last commit Sep 9, 2026).
- Your main use case is Fetch current library documentation.
When to choose Firecrawl MCP
- Your main use case is Crawl and scrape websites.
Alternatives to Context7 and Firecrawl MCP
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- Figma MCP Server★ 2K · Developer Tools
the Figma MCP server brings Figma design context directly into your AI workflow
- ref-tools-ref-tools-mcp★ 1.2K · Developer Tools
provide your AI coding tools with token-efficient access to up-to-date technical documentation for…
Frequently asked questions
What is the difference between Context7 and Firecrawl MCP?
Context7 is an MCP server that helps AI assistants pull up-to-date, version-specific library documentation and code examples. Firecrawl MCP is an MCP server that helps AI assistants crawl websites and convert pages into clean markdown or structured data. Context7 is best for Fetch current library documentation, while Firecrawl MCP is best for Crawl and scrape websites.
Is Context7 or Firecrawl MCP more popular on GitHub?
Context7 is more popular, with about 61.8K GitHub stars versus 7.4K.
Which is more actively maintained, Context7 or Firecrawl MCP?
Context7's most recent commit was Sep 9, 2026, and Firecrawl MCP's was Sep 8, 2026. More recent activity is a signal of active maintenance.
Are Context7 and Firecrawl MCP open source?
Context7 is open-source under the MIT license. Firecrawl MCP is open-source under the MIT license.
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