Context7 vs Firecrawl MCP
Context7 (Developer Tools) and Firecrawl MCP (Web Scraping & Crawling) are both MCP servers. Context7 has more GitHub stars (57.2K vs 6.5K). Choose Context7 for Fetch current library documentation, or Firecrawl MCP for Crawl and scrape websites.
Comparison
| Attribute | Context7 | Firecrawl MCP |
|---|---|---|
| Category | Developer Tools | Web Scraping & Crawling |
| GitHub stars | 57,159 | 6,539 |
| Forks | 2,697 | 753 |
| License | MIT | MIT |
| Last commit | Jun 10, 2026 | Jun 9, 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 | 88 | 71 |
| Freshness score | 100 | 100 |
| Maintenance score | 100 | 95 |
| GEO score | 71 | 64 |
When to choose Context7
- You want broader GitHub adoption — Context7 has 57.2K stars vs 6.5K.
- You want the more recently maintained option (last commit Jun 10, 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
- GitHub MCP Server★ 30.6K · Developer Tools
connect to GitHub repositories, issues, pull requests, and code search
- Exa MCP★ 4.6K · Search & Retrieval
search the web and retrieve high-quality, AI-ready results in real time
- Filesystem MCP★ 87K · Files & Storage
read, write, and search files in allowed local directories
- Apify Actors MCP★ 1.3K · Web Scraping & Crawling
run thousands of prebuilt Apify Actors to scrape and automate the web
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 57.2K GitHub stars versus 6.5K.
Which is more actively maintained, Context7 or Firecrawl MCP?
Context7's most recent commit was Jun 10, 2026, and Firecrawl MCP's was Jun 9, 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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