crawl4ai-mcp-server

🕷️ A lightweight Model Context Protocol (MCP) server that exposes Crawl4AI web scraping and crawling capabilities as tools for AI agents. Similar to Firecrawl's API but self-hosted and free. Perfect for integrating web scraping into your AI workflows with OpenAI Agents SDK, Cursor, Claude Code, and other MCP-compatible tools.

sadiuysal/crawl4ai-mcp-server

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🕷️ A lightweight Model Context Protocol (MCP) server that exposes Crawl4AI web scraping and crawling capabilities as tools for AI agents. Similar to Firecrawl's API but self-hosted and free. Perfect for integrating web scraping into your AI workflows with OpenAI Agents SDK, Cursor, Claude Code, and other MCP-compatible tools.

crawl4ai-mcp-server grew +2.7% in the last 30 days, ranks 1733rd of 2,113 in Protocols (MCP / A2A), last commit 260 days ago.

Star trajectory

79 days tracked
2026-08-07116 stars today2026-10-25
Momentum

+2.7% in 30d, above the Protocols (MCP / A2A) median of +1.7%.

Maintenance

Last commit 260 days ago, staler than the median of 11d.

How it compares in Protocols (MCP / A2A)

crawl4ai-mcp-server
116
stars
+2.7% 30d
commit 260 days ago
Protocols (MCP / A2A) median
233
stars
+1.7% 30d
commit ~11d ago
Leader · rea
379.8k
stars
+91425.1% 30d
commit today

Ranked 1733rd of 2,113 by stars.

Language
Python
License
MIT License
Contributors
1
Forks
22
Watchers
3
Open issues
1
Releases
0
Created
2025-08-14
Stars this week
+1

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