Personal Knowledge Base Q&A Agent

Item: Personal Knowledge Base Q&A Agent
Rating: 71
Author: M8ven

A local-first RAG system that indexes personal documents and enables querying them via an MCP tool, keeping data private with local embeddings.

→ flashcoder07/Personal_knowledge_base · 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: 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.

🔐 secretOPENAI_API_KEY— your_openai_api_key_here

configOPENAI_API_BASE

configCHROMA_DB_PATH— ./chroma_db

configDOCUMENTS_DIR— ./documents

configOPENAI_MODEL— gpt-4o-mini

// 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/flashcoder07-personal-knowledge-base-1f38a5)](https://m8ven.ai/mcp/flashcoder07-personal-knowledge-base-1f38a5)

commit: 115cb8c213b2efd1919088e5202f1ca72192dc29

code hash: 1936176f74db93e30da83da1251af2276b22889a5bb4ab7d1bb271d867c0623e

verified: 7/5/2026, 9:05:59 AM

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