QueryForge

A unified MCP server that lets Claude query any SQLite database and build live Streamlit dashboards — all from a single conversation.

→ Mikebenisberchmans/Queryforge · 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.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configDB_PATH— "": "C:\\Users\\benij\\ds_project\\streamlit-dashboard-mcpserver\\data\\database.db",

configDASHBOARD_PORT— "": "8501"

configVECTOR_DB_DIR

configRAG_COLLECTION

configEMBED_MODEL

configRERANK_MODEL

configWEIGHT_COSINE

configWEIGHT_RERANK

configWEIGHT_KEYWORD

configWEIGHT_DENSITY

configRAG_TOP_K_RETRIEVE

configRAG_TOP_K_RETURN

// 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 6 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/mikebenisberchmans-queryforge-99e8y6)](https://m8ven.ai/mcp/mikebenisberchmans-queryforge-99e8y6)

commit: d02d5adba1a29ef127753c6cb49635862d4a692d

code hash: 8a997071c0bbd2a4e99c07ec0003f8958b497bf875a77f246647b947550c5330

verified: 6/21/2026, 10:15:17 AM

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