local-graphrag-mcp

A Model Context Protocol server implementing Graph RAG with local, embedded Knowledge Graph using FAISS for vector search and NetworkX for graph traversal, enabling hybrid retrieval through anchor discovery and relationship expansion.

→ nonatofabio/local-graphrag-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.

🔐

You'll be asked for 1 credential: ANTHROPIC_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.

🔐 secretANTHROPIC_API_KEY— export ='your-key-here'

configNO_COLOR

configOLLAMA_HOST

// 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/nonatofabio-local-graphrag-mcp-c648pu)](https://m8ven.ai/mcp/nonatofabio-local-graphrag-mcp-c648pu)

commit: 3176f9019e49a14c67d12b12bcbce4ad6e657f24

code hash: da8cde29a0218d3a31a93ac37cd26bd735314270c526ed2c97cfd971a31d6169

verified: 6/24/2026, 9:55:31 AM

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