Notes RAG MCP Server

Item: Notes RAG MCP Server
Rating: 74
Author: M8ven

Enables semantic search over personal markdown notes by indexing them into a vector database and exposing search, reindex, and status tools via MCP.

→ spelech/notes-rag-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: LITELLM_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.

configQDRANT_URL— URL to the Qdrant instance (default: http://qdrant:6333).

configLITELLM_URL— URL to LiteLLM instance for embeddings (default: http://litellm:4000/v1).

🔐 secretLITELLM_API_KEY— API key for embeddings (default: dummy).

configEMBEDDING_MODEL— Embedding model to use (default: text-embedding-3-small).

configCOLLECTION_NAME— Qdrant collection name (default: notes_rag).

configVAULT_PATH— Default path to the markdown notes vault (default: /containers/productivity/obsidian/shared).

configCACHE_DB_PATH— Path to SQLite index cache DB (default: /app/data/index_cache.db).

configCHUNK_SIZE— Max characters per chunk (default: 1500).

configCHUNK_OVERLAP— Overlap between chunks (default: 200).

// 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/spelech-notes-rag-mcp-11fmfw)](https://m8ven.ai/mcp/spelech-notes-rag-mcp-11fmfw)

commit: 70b02504bcc06edde1105699bbe46ca39dba8883

code hash: 5c1d9d10a665509b1513584fd73ce8c5669f6420a7a43bddaa3fdbb9e45b6779

verified: 7/11/2026, 8:26:33 AM

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