Data Product Hub

A production-ready MCP server that provides comprehensive dbt project quality assessment for any GitHub repository, enabling AI agents to analyze dbt models, check metadata coverage, and map data lineage.

→ armalite/data-product-hub · 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 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— Add as an Environment Secret

configDBT_AI_BASIC_MODEL— gpt-4o-mini

configDBT_AI_ADVANCED_MODEL

configDBT_AI_FALLBACK_MODEL

configDBT_AI_MAX_TOKENS

configDBT_AI_TEMPERATURE

configFASTMCP_CLOUD

configHEROKU

configVERCEL

configNETLIFY

configAWS_LAMBDA_FUNCTION_NAME

configGITHUB_APP_ID

configGITHUB_APP_PRIVATE_KEY_BASE64

configDEFAULT_DBT_PROJECT_PATH

configDATABASE— snowflake # snowflake, postgres, redshift, bigquery

configENABLE_GIT_INTEGRATION

// 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 5 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/armalite-data-product-hub-6x9lm3)](https://m8ven.ai/mcp/armalite-data-product-hub-6x9lm3)

commit: 56df3f09931760da5c9525e52513ed464172fc14

code hash: e34b98f3eaa329fd76ce7df12375b663707044b40a15834c8c31730194c3ba06

verified: 6/22/2026, 12:09:40 PM

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