mcp-prompt-optimizer

MCP server for professional prompt engineering and agentic scaffolding, with cloud and local optimization.

→ nivlewd1/prompt-optimizer · 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: OPTIMIZER_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.

🔐 secretOPTIMIZER_API_KEY— "": "sk-opt-your-key-here"

configOPTIMIZER_BACKEND_URL

// 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 3 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/nivlewd1-prompt-optimizer-trzbnv)](https://m8ven.ai/mcp/nivlewd1-prompt-optimizer-trzbnv)

commit: 81ce3878ea12eee6c8f1f60dfd634fd8bbc09efe

code hash: 544159577219814bc763165ee3cbed11be030933e0e41bf02cc8c444f0084d65

verified: 6/22/2026, 12:21:55 PM

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