Crawl4AI RAG MCP Server

Enables AI assistants to crawl websites, extract and store web content with semantic search capabilities using vector embeddings, and retrieve information through natural language queries with tag-based filtering and intelligent content cleaning.

→ Rob-P-Smith/mcpragcrawl4ai · listed on glama

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find.

Install from

Glama

M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.

// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

🔐

You'll be asked for 3 credentials: REMOTE_API_KEY, LOCAL_API_KEY, RAG_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.

configENABLE_CORS

configCRAWL4AI_URL

configREMOTE_API_URL

🔐 secretREMOTE_API_KEY

configSERVER_HOST

configSERVER_PORT

configRATE_LIMIT_PER_MINUTE

configENABLE_RATE_LIMIT

🔐 secretLOCAL_API_KEY— dev-api-key

configIS_SERVER

configKG_SERVICE_ENABLED

configKG_SERVICE_URL

configKG_SERVICE_TIMEOUT

configKG_HEALTH_CHECK_INTERVAL

configKG_MAX_RETRIES

configDB_PATH

configUSE_MEMORY_DB

configBLOCKED_DOMAIN_KEYWORD

🔐 secretRAG_API_KEY

configLOG_LEVEL

// 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 2 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/rob-p-smith-mcpragcrawl4ai-16whoa)](https://m8ven.ai/mcp/rob-p-smith-mcpragcrawl4ai-16whoa)

commit: 19184bb38c5933a08abfe1dd12d82533e566d11c

code hash: 53532b7c0937e887a9892a4857e03b0d297ca3da3639235bb5c3799b2678d0ab

verified: 6/17/2026, 12:45:02 PM

view raw JSON →