TransForm MCP Server

Enables dynamic format selection (JSON, Parquet, Arrow IPC) for MCP tool outputs, with a Java Spring Boot server and Python client for agentic data systems.

→ shashank524/TransForm · listed on glama

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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: DEEPSEEK_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.

configLLM_BACKEND

configOLLAMA_BASE_URL

configDEEPSEEK_BASE_URL

🔐 secretDEEPSEEK_API_KEY

configOLLAMA_MODEL

configDEEPSEEK_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/shashank524-transform-1sov2o)](https://m8ven.ai/mcp/shashank524-transform-1sov2o)

commit: daafc2109ea41ddd277e6acc370e7f6ce8836517

code hash: bcaa79ac21a24a55912545652d272f4ff06b9f582509da65ab7c3d010ab7de0b

verified: 6/22/2026, 12:37:41 PM

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