QA Assistant MCP

An MCP server that enables Claude to read Jira user stories, search Confluence documentation, and generate QA artifacts like test scenarios, test cases, traceability matrices, coverage analysis, and executive summaries using GPT-4o.

→ thanhhien2510kt/MCP_QA · 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.

🔐

You'll be asked for 3 credentials: OPENAI_API_KEY, CONFLUENCE_API_TOKEN, JIRA_API_TOKEN

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— sk-your-openai-api-key

configOPENAI_MODEL— All AI generation uses GPT-4o by default. Override with =gpt-4o-mini for lower cost.

configCONFLUENCE_URL— "": "https://your-domain.atlassian.net",

configCONFLUENCE_EMAIL— your-email@example.com

🔐 secretCONFLUENCE_API_TOKEN— your-confluence-api-token

configJIRA_URL— "": "https://your-domain.atlassian.net",

configJIRA_EMAIL— your-email@example.com

🔐 secretJIRA_API_TOKEN— your-jira-api-token

// 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/thanhhien2510kt-mcp-qa-1jqlyc)](https://m8ven.ai/mcp/thanhhien2510kt-mcp-qa-1jqlyc)

commit: 400974ee4e15b14dc4dcab74dd34d836a2cd314d

code hash: f7879b660368ff593420ffaf2b99cc4ffc2f44c5bc841c8bcf06cab98cbaa01c

verified: 6/20/2026, 9:05:34 AM

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