Crawl-MCP

Item: Crawl-MCP
Rating: 73
Author: M8ven

Unofficial MCP server wrapping crawl4ai that enables extraction and analysis of content from web pages, PDFs, Office documents, YouTube videos, and more, with AI-powered summarization and Google search integration to reduce token usage while preserving key information.

→ walksoda/crawl-mcp · listed on glama

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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.

🔐

You'll be asked for 4 credentials: GOOGLE_SEARCH_API_KEY, OPENAI_API_KEY, ANTHROPIC_API_KEY, AZURE_OPENAI_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configMCP_LLM_CONFIG

configCRAWL4AI_BROWSER_TYPE

configCRAWL4AI_CACHE_TTL_SECONDS

🔐 secretGOOGLE_SEARCH_API_KEY

configGOOGLE_SEARCH_ENGINE_ID

configGOOGLE_SEARCH_MODE

configGOOGLE_SEARCH_MAX_RETRIES

configGOOGLE_SEARCH_FALLBACK_DELAY

configGOOGLESEARCH_PYTHON_RPM

configCUSTOM_SEARCH_API_RPM

configFASTMCP_QUIET

configFASTMCP_NO_BANNER

configFASTMCP_SILENT

configPYTHONWARNINGS

configTERM

configSHELL

🔐 secretOPENAI_API_KEY

🔐 secretANTHROPIC_API_KEY

🔐 secretAZURE_OPENAI_API_KEY

configAZURE_OPENAI_ENDPOINT

configAZURE_OPENAI_API_VERSION

// 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 4 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/walksoda-crawl-mcp-1jnel0)](https://m8ven.ai/mcp/walksoda-crawl-mcp-1jnel0)

commit: d52c1941f58001c952987fb98eae9eb13b00b608

code hash: e3721dc520a539a2064e3a61aaa4ef51ac6d0cbf52608b7a8b3f64bff1d01fe9

verified: 6/17/2026, 12:36:54 PM

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