Agentic-AI-MCP-Query-Brain

Item: Agentic-AI-MCP-Query-Brain
Rating: 65
Author: M8ven

An MCP server that transforms natural language questions into SQL, executes queries on PostgreSQL, and returns human-friendly responses, with Redis memory for context.

→ Ramneek82810/Agentic-AI-MCP-Query-Brain · listed on glama

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find.

Install from

Glama

M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.

// key findings

🚨

Secret credentials may flow to a network call

1 flow detected: REACT_APP_API_URL. We can’t prove the destination matches the brand the credential belongs to.

🔐

You'll be asked for 2 credentials: OPENAI_API_KEY, POSTGRES_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.

configREACT_APP_API_URL

🔐 secretOPENAI_API_KEY— "": "sk-proj--REDACTED",

configREDIS_HOST

configREDIS_PORT

configPOSTGRES_DB

configPOSTGRES_USER

🔐 secretPOSTGRES_PASSWORD

configPOSTGRES_HOST

configPOSTGRES_PORT

configEMBEDDING_MODEL

configREDIS_URL— "": "redis://localhost:6379"

configREDIS_KEY_PREFIX

// 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/ramneek82810-agentic-ai-mcp-query-brain-sc8rh9)](https://m8ven.ai/mcp/ramneek82810-agentic-ai-mcp-query-brain-sc8rh9)

commit: 13b05f2569cfc94aff278988d4a8ffd2f9352513

code hash: 4d1e3352d167eb02a0f31deb1c11261cd95e59883e214c3a3912501b9631309e

verified: 6/22/2026, 12:59:41 PM

view raw JSON →