Crawl4ai MCP Server by sadiuysal
by sadiuysal🕷️ 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 is an open-source mcp server by sadiuysal, written mainly in Python, with 117 GitHub stars and the MIT license. Its code was last updated Feb 6, 2026.
Scan summary: scanned Nov 5, 2026 at commit c3c3b43. No capabilities flagged by our checks. Scan policy
What Crawl4ai MCP Server can touch
- Our checks did not find this. The tool may still do it.Run shell commandsNot seen in this scan
- Our checks did not find this. The tool may still do it.Run dynamic codeNot seen in this scan
- Our checks did not find this. The tool may still do it.Read or write filesNot seen in this scan
- Our checks did not find this. The tool may still do it.Read environment and secretsNot seen in this scan
- Our checks did not find this. The tool may still do it.Control a web browserNot seen in this scan
- Our checks did not find this. The tool may still do it.Connect to databasesNot seen in this scan
- Our checks did not find this. The tool may still do it.Read or send messagesNot seen in this scan
- Our checks did not find this. The tool may still do it.Touch money or tradingNot seen in this scan
- Our checks did not find this. The tool may still do it.Connect to the internetNot run in this scan
"Not seen" means our checks did not find it, and the tool may still do it. Covers commit c3c3b43, Nov 5, 2026. See the scan policy.
Before you install Crawl4ai MCP Server
AgenticMart scanned Crawl4ai MCP Server on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.
What it can access
- An MCP server is a program your AI app starts and talks to. A local one runs with your user's permissions: it can see the files, environment variables and network your account can.
- Based on its description and topics, it likely needs to control a web browser (visit sites, fill in and submit forms).
Before you install
- Run it in a separate browser profile without your logged-in accounts.
- Pin the version you reviewed instead of always installing the latest release.
- Read the tool list or scripts before the first run, and keep approval prompts on for actions that write, send or delete.
- Maintained by sadiuysal on GitHub, 117 stars and 22 forks. Popularity is not proof of safety.
- Last code change: Feb 6, 2026.
- Open-source license: MIT.
Crawl4ai MCP Server is an open-source mcp server by sadiuysal, written mainly in Python. 🕷️ 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.
At a glance
- Stars
- 117
- Forks
- 22
- Language
- Python
- License
- MIT
- Created
- Aug 2025
- Last update
- Feb 6, 2026
- Type
- MCP Server
- Price
- Free
Topics
Questions about Crawl4ai MCP Server
What is 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.
Who maintains Crawl4ai MCP Server?
Crawl4ai MCP Server is maintained by sadiuysal on GitHub (sadiuysal/crawl4ai-mcp-server). AgenticMart lists it from public repository data.
Is Crawl4ai MCP Server safe to use?
AgenticMart scanned Crawl4ai MCP Server on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.
What license does Crawl4ai MCP Server use?
It is published under the MIT license.
Crawl4ai MCP Server alternatives
View more →Similar mcp servers in Web Scraping & Data, ranked by GitHub stars. Compare licence, recent activity and scan status before you choose.
| Name | Stars | Licence | Last updated | Scan |
|---|---|---|---|---|
| Crawl4ai MCP Server (this page) sadiuysal | 117 | MIT | Feb 6, 2026 | Scanned, no flagged issues |
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| Exa MCP Server exa-labs | 5.2k | MIT | Oct 30, 2026 | Scanned, no flagged issues |