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glama

AI Optimizer MCP

A multi-task MCP server for AI code optimization and testing that integrates with VSCode/Cursor, CLI tools, and autonomous agents. It provides tools for running tests, generating code improvements, and managing objectives across different environments.

→ BarackNdenga/AI-Task-Optimizer-MCP· 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
configOBJECTIVE— ="Your custom goal"
configMAX_ITERATIONS
// 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/barackndenga-ai-task-optimizer-mcp-15i3e0)](https://m8ven.ai/mcp/barackndenga-ai-task-optimizer-mcp-15i3e0)
commit: 522bb4c11e1d7fdc32af056d128ffc4003b14c55
code hash: b31b4ba140c6f09848c566890aaa6df49abd7ccc8a572b976c38705086794f64
verified: 6/17/2026, 11:56:43 AM
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