AI Test Pilot

Item: AI Test Pilot
Rating: 71
Author: M8ven

An MCP server that generates, runs, and triages tests by introspecting Python modules or web pages, using structured LLM outputs for scenario generation and failure analysis.

→ Drzymek92/ai-test-pilot · 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 2 credentials: LLM_API_KEY, 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.

🔐 secretLLM_API_KEY— LLM: langchain-openai against any OpenAI-compatible gateway (LLM_BASE_URL/LLM_MODEL/)

🔐 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/drzymek92-ai-test-pilot-d44tdv)](https://m8ven.ai/mcp/drzymek92-ai-test-pilot-d44tdv)

commit: 7a4f3ffaaf220e4f56a402dafd1b9206da914c5f

code hash: d13dace005d38b542ead951582e26707eee4cec27fdffc779373415a693cb482

verified: 6/22/2026, 12:25:47 PM

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