TurboQuant Tools

MCP server for compressing AI embeddings by 5-7x using TurboQuant (PolarQuant + QJL), with tools to compress, decompress, estimate savings, and embed+compress vectors.

→ FreezeVII/turboquant-tools · 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.

configFASTMCP_LOG_LEVEL

🔐 secretOPENAI_API_KEY

// 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 4 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/freezevii-turboquant-tools-18rvnd)](https://m8ven.ai/mcp/freezevii-turboquant-tools-18rvnd)

commit: c0344374b53f81372f6d658dcef939cfacce640f

code hash: 07accaa8dc29c02b942c9b7ba8484fafcbfa0c3e42e0a4607d362ad9928210f5

verified: 6/21/2026, 10:45:33 AM

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