QA Copilot AI

Item: QA Copilot AI
Rating: 74
Author: M8ven

MCP server for AI-powered QA analysis. It enables analyzing test failures, identifying root causes, suggesting fixes, classifying defects, detecting flaky tests, and generating test cases and bug reports.

→ Sham-coder16/qa-copilot-ai · listed on glama

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Install from

Glama

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// key findings

⚠️

Tests do not pass

Either the test suite is broken or the code regressed. Either way the published behaviour can’t be verified by the publisher’s own tests.

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

🔐

You'll be asked for 2 credentials: GROQ_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.

🔐 secretGROQ_API_KEY— your_api_key

🔐 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 9 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/sham-coder16-qa-copilot-ai-3vl01q)](https://m8ven.ai/mcp/sham-coder16-qa-copilot-ai-3vl01q)

commit: ed03eb9a15045c123cd1aba604f9df1b4f96d537

code hash: 4aaabb8be9b5e73c40c0d8535cb40940f66d9d7d15649eb67451e55a830781be

verified: 7/31/2026, 8:57:22 AM

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