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glama

Crawl4AI RAG MCP Server

Enables AI assistants to crawl, index, and retrieve information from technical documentation using semantic search, with optional knowledge graph validation for code hallucination detection.

→ adnan0758/Crawl4AI-RAG-MCP-Server· 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 3 credentials: NEO4J_PASSWORD, OPENAI_API_KEY, SUPABASE_SERVICE_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.
configNEO4J_URI
configNEO4J_USER
🔐 secretNEO4J_PASSWORD
configUSE_RERANKING
configUSE_KNOWLEDGE_GRAPH
configHOST
configPORT
configUSE_AGENTIC_RAG
configUSE_HYBRID_SEARCH
configTRANSPORT
🔐 secretOPENAI_API_KEY
configSUPABASE_URL
🔐 secretSUPABASE_SERVICE_KEY
configMODEL_CHOICE
configUSE_CONTEXTUAL_EMBEDDINGS
// 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/adnan0758-crawl4ai-rag-mcp-server-122vmy)](https://m8ven.ai/mcp/adnan0758-crawl4ai-rag-mcp-server-122vmy)
commit: d984e875b42320ecc8666d832ba1561139d2929f
code hash: e353dbd5bc4d724b3061cde710727fa284390a4e20ea8244ceecd6a9771a6d35
verified: 7/21/2026, 9:19:45 AM
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