Cognify MCP Server

Enables document ingestion and typed knowledge graph queries through Claude MCP tools, allowing agents to extract, store, and retrieve typed entities and relations from documents.

→ S3YED/cognify · 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 4 credentials: ANTHROPIC_API_KEY, COGNIFY_LLM_KEY, OPENROUTER_API_KEY, NEO4J_PASSWORD

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.

configCOGNIFY_BACKEND— All via env (see .env.example): , COGNIFY_DATA_DIR,

configDYLD_LIBRARY_PATH

configCOGNIFY_DATA_DIR— All via env (see .env.example): COGNIFY_BACKEND, ,

configCOGNIFY_EMBED_MODEL

configCOGNIFY_EMBED_DIM

configCOGNIFY_LLM_PROVIDER— COGNIFY_LLM_BASE/MODEL/KEY, , NEO4J_URI/USER/PASSWORD.

🔐 secretANTHROPIC_API_KEY— export =sk-ant-...

🔐 secretCOGNIFY_LLM_KEY— export =ollama # any non-empty string

🔐 secretOPENROUTER_API_KEY— echo '=sk-or-...' >> .env

configCOGNIFY_LLM_BASE— local Qwen / Llama 3.3 / Gemma Ollama / vLLM free The real free path for bulk. Run on your own GPU; point at it.

configCOGNIFY_LLM_MODEL— export =qwen2.5:14b

configCOGNIFY_LLM_KEYENV

configCOGNIFY_ANTHROPIC_BASE

configCOGNIFY_ANTHROPIC_MODEL

configNEO4J_URI— COGNIFY_LLM_BASE/MODEL/KEY, COGNIFY_LLM_PROVIDER, /USER/PASSWORD.

configNEO4J_USER

🔐 secretNEO4J_PASSWORD

configCOGNIFY_NEO4J_ENV_FILE

configCOGNIFY_HOST

configCOGNIFY_PORT

// 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/s3yed-cognify-z2iifi)](https://m8ven.ai/mcp/s3yed-cognify-z2iifi)

commit: 91400528d6844ff048baa391fd717adb540eba6c

code hash: 2ee4fa317ffee15992a1f8e69d0aaaa00937a36e110812f51daebdc08b91e76b

verified: 6/30/2026, 9:50:18 AM

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