autokg

Item: autokg
Rating: 73
Author: M8ven

Turns warehouse/lakehouse tables into a governed entity-relationship knowledge graph exposed through MCP, enabling AI agents to answer multi-table business questions without hard-coded SQL or large schema prompts.

→ kaushikthakur97/autokg · 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: OPENAI_API_KEY, ANTHROPIC_API_KEY, GEMINI_API_KEY, GOOGLE_API_KEY, AUTOKG_LLM_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.

🔐 secretOPENAI_API_KEY— ... autokg ask gold "show risky orders" --llm-provider openai --model gpt-4o

🔐 secretANTHROPIC_API_KEY— ... autokg ask gold "show claims by customer" --llm-provider anthropic --model claude-3-5-sonnet-latest

🔐 secretGEMINI_API_KEY

🔐 secretGOOGLE_API_KEY

configOLLAMA_ENDPOINT

configAUTOKG_LLM_ENDPOINT

🔐 secretAUTOKG_LLM_KEY

configAUTOKG_LLM_PROVIDER

configAUTOKG_LLM_MODEL

// 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 1 concrete improvement 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/kaushikthakur97-autokg-1ambs7)](https://m8ven.ai/mcp/kaushikthakur97-autokg-1ambs7)

commit: b3573576532c4262abc129a46fcdc82e7d5cf773

code hash: 1385b2deb38a1a96bad8df8b78466b612595c9b302e05565a9989e102f1612f7

verified: 7/9/2026, 10:02:56 AM

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