LangGraph FastAPI MCP Server

Enables LLM-powered agents to securely communicate with and orchestrate downstream microservices via FastAPI endpoints exposed as MCP tools.

→ gilish-tech/ai-shopping-assistant-mcp-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: 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.

🔐 secretOPENAI_API_KEY— your-openai-api-key-here

configDATABASE_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 2 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/gilish-tech-ai-shopping-assistant-mcp-server-pjqvwh)](https://m8ven.ai/mcp/gilish-tech-ai-shopping-assistant-mcp-server-pjqvwh)

commit: 3e0cefd3bfefd0ae0727503a61bbe49f4fa5b977

code hash: 036b46e6c3b9aed74d02344c00a72672fef1946d1741c3392d2e9d0214705654

verified: 6/24/2026, 9:41:24 AM

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