mcp-docpilot-server

Item: mcp-docpilot-server
Rating: 67
Author: M8ven

An MCP server that exposes document retrieval as tools (semantic search and source listing) for any LLM, using a vector index built from DocPilot's ingestion pipeline.

→ shishirreddyyk/mcp-docpilot-server · listed on glama

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// key findings

✅

2 tools verified — handlers match their declared behaviour

2 read-only tools verified — handlers contain no write/delete/exec

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configDOCPILOT_EMBEDDINGS— default default (local ONNX model) or hash (offline, for CI/tests)

configDOCPILOT_CHROMA_PATH— "": "/absolute/path/to/mcp-docpilot-server/chroma"

configDOCPILOT_COLLECTION— docpilot Collection name

configDOCPILOT_CHUNK_SIZE— 800 Characters per chunk (ingest)

configDOCPILOT_CHUNK_OVERLAP— 100 Overlap between chunks (ingest)

configDOCPILOT_TRANSPORT— http python server.py

// 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/shishirreddyyk-mcp-docpilot-server-qfrdm8)](https://m8ven.ai/mcp/shishirreddyyk-mcp-docpilot-server-qfrdm8)

commit: 924aa7aa2a71de5bb6b5551337710f25780472b3

code hash: 6a7a0bac0a7980a93bf1568e6711542cf472f76cc2e9a8ac884b2bd6be8e2250

verified: 6/24/2026, 9:59:25 AM

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