MCP DocGraph

Item: MCP DocGraph
Rating: 71
Author: M8ven

MCP server for building knowledge graphs from documents. It ingests PDF/PPTX/DOCX files, transcribes to Markdown, and uses LLM to bootstrap entity patterns and build a JSONL knowledge graph with RAG chunks.

→ jamestomasino/mcp-docgraph · 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 3 credentials: ANTHROPIC_API_KEY, DOCGRAPH_LLM_API_KEY, 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.

configDOCGRAPH_LLM_PROVIDER— export ="anthropic" # or "openai"

🔐 secretANTHROPIC_API_KEY

🔐 secretDOCGRAPH_LLM_API_KEY— export ="your-key"

🔐 secretOPENAI_API_KEY

configDOCGRAPH_LLM_MODEL

configDOCGRAPH_LLM_BASE_URL

// 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/jamestomasino-mcp-docgraph-i2m5nk)](https://m8ven.ai/mcp/jamestomasino-mcp-docgraph-i2m5nk)

commit: ca534207ccb6b63465fae10ffad2a957ba7c1eb9

code hash: 6ecae7454238cca7fc5afdda31e98e35162948275f9c8cec9b13da281f5cfd6b

verified: 7/23/2026, 9:10:46 AM

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