crawl4ai-mcp-server

Item: crawl4ai-mcp-server
Rating: 45
Author: M8ven

🕷️ 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 · listed on github_topic

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 1 concrete improvement we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

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[![M8ven Score](https://m8ven.ai/badge/mcp/sadiuysal-crawl4ai-mcp-server-og8wc2)](https://m8ven.ai/mcp/sadiuysal-crawl4ai-mcp-server-og8wc2)

commit: c3c3b43c2b0c7a9fb5e63f402a25c3a36166f875

code hash: 5699fe74180023f98e120e071579cfa5f069316071cfb1ca48e5c2ef22967ed2

verified: 6/15/2026, 1:32:37 PM

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