Documentation MCP Server

Enables AI agents to search and query documentation from git repositories using hybrid search and structured metadata queries.

→ johnmathews/unified-documentation-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.

🔐

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.

configDOCSERVER_CONFIG— /config/sources.yaml Path to config file

configDOCSERVER_INGEST_ON_START

configDOCSERVER_CHROMA_HOST— unset (compose: chroma) Hostname of the Chroma sidecar. Required in production; tests fall back to PersistentClient when unset.

configDOCSERVER_MAX_CONVERSATIONS

configDOCSERVER_MODEL_DIR

configDOCSERVER_EMBEDDING_BATCH_SIZE

configDOCSERVER_LOG_LEVEL— INFO Log level

configDOCSERVER_LOG_FORMAT— json Log format (json or text)

configDOCSERVER_INGEST_NICE— 10 (set by supervisor) Nice offset applied to each ingestion worker subprocess. Lower priority than the docserver process.

configDOCSERVER_RERANKER_MODEL_DIR

🔐 secretANTHROPIC_API_KEY— The chat agent calls the Anthropic API. Either export in your shell before running compose, or

configDOCSERVER_CHAT_MODEL— chat_model_valid / chat_model_error — set by a startup probe that calls models.retrieve()

// 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 6 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/johnmathews-unified-documentation-server-1i7n6m)](https://m8ven.ai/mcp/johnmathews-unified-documentation-server-1i7n6m)

commit: e021abc22889f8a2ed542a62bf19521d4d8b3c41

code hash: 0c69a29755fbd8ecfda274c4ac05a76aca4853eee6b3b2c977fea635c444abb1

verified: 6/22/2026, 1:22:03 PM

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