jdocmunch-mcp

Lets AI agents navigate documentation by section instead of reading files by brute force, reducing token usage and improving precision.

→ jgravelle/jdocmunch-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.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

🔐

You'll be asked for 5 credentials: JDOCMUNCH_OPENAI_COMPAT_API_KEY, GOOGLE_API_KEY, OPENAI_API_KEY, ANTHROPIC_API_KEY, GITHUB_TOKEN

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.

configJDOCMUNCH_HOOK_MIN_SIZE

configJDOCMUNCH_META_FIELDS

configJDOCMUNCH_OPENAI_COMPAT_URL— Endpoint URL for openai-compatible embeddings No

configJDOCMUNCH_OPENAI_COMPAT_MODEL— Model for openai-compatible embeddings No

🔐 secretJDOCMUNCH_OPENAI_COMPAT_API_KEY— Dedicated optional API key for openai-compatible embeddings No

configJDOCMUNCH_OPENAI_COMPAT_BATCH_SIZE— Batch size for openai-compatible embeddings (default: 32) No

configJDOCMUNCH_EMBEDDING_PROVIDER— Force provider: gemini, openai, openai-compatible, sentence-transformers, none No

🔐 secretGOOGLE_API_KEY— Section summaries via Gemini Flash; also Gemini embeddings No

🔐 secretOPENAI_API_KEY— OpenAI embeddings (text-embedding-3-small) No

configJDOCMUNCH_ST_MODEL— sentence-transformers model (default: all-MiniLM-L6-v2) No

configJDOCMUNCH_BM25_K1

configJDOCMUNCH_BM25_B

configJDOCMUNCH_TOOL_PROFILE

configJDOCMUNCH_DISABLED_TOOLS

configDOC_INDEX_PATH— Custom cache path No

configJDOCMUNCH_REPLAY_LOG

configJDOCMUNCH_SHARE_SAVINGS— Set to 0 to disable anonymous community token savings reporting No

configJDOCMUNCH_PERF_TELEMETRY

configJDOCMUNCH_PERF_TELEMETRY_MAX_ROWS

🔐 secretANTHROPIC_API_KEY— "": "sk-ant-..."

configJDOCMUNCH_SUMMARIZER_PROVIDER— "": "minimax"

configJDOCMUNCH_GIT_TIMEOUT

🔐 secretGITHUB_TOKEN— "": "ghp_...",

// 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 3 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/jgravelle-jdocmunch-mcp-ahjotk)](https://m8ven.ai/mcp/jgravelle-jdocmunch-mcp-ahjotk)

commit: cdd4cda09e2510470f47d729b2c835625514d6e4

code hash: 02748a66282e33d6a5444bf78a165bb5e7240e8588bb803a16e40f604fb5ae08

verified: 6/17/2026, 11:33:11 AM

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