QA-MCP: Test Standardization & Orchestration Server - MCP server for test case generation, quality control, and Xray integration
Connect Qa to Claude, Cursor or any other MCP client and it stops being a tab you switch to. QA-MCP: Test Standardization & Orchestration Server - MCP server for test case generation, quality control, and Xray integration. The qa mcp server is what makes that connection.
Say goodbye to inconsistent manual QA documents. QA-MCP ensures that whether you are generating test cases from raw feature descriptions, converting Gherkin syntax, or composing complete regression suites, your test artifacts remain standardized, reusable, and perfectly aligned across your engineering teams.
The server ships on PyPI as qa-mcp, so your MCP client can launch it on demand — there is no separate build step. Add the server block to your client's configuration, restart it, and the tools register themselves.
The toolset is worth reading before you wire it up, because it tells you what the integration is really for:
testcase_generate — Generate standardized test cases from feature text and acceptance criteriatestcase_lint — Analyze a single test case, returning a quality score, issues, and improvement stepstestcase_lint_batch — Analyze a collection of test cases and return aggregate findingstestcase_normalize — Normalize Gherkin, Markdown, JSON, or plain text into the QA-MCP schematestcase_to_xray — Convert a single test case into an Xray-compatible JSON payloadtestcase_to_xray_batch — Convert multiple test cases into Xray-compatible bulk payloadssuite_compose — Select and compose Smoke, Sanity, Regression, or E2E suitessuite_coverage_report — Generate requirement, module, risk, and scenario coverage reportsxray_get_mapping_template — Get the suggested QA-MCP to Xray field mapping templateTools — Tool names intentionally use underscores so Claude Desktop and other strict MCP clients accept themResources — The Resources tool exposed by this serverPrompts — The Prompts tool exposed by this serverPlenty of developer tooling servers cover similar ground. The differences that matter in practice are scope of access and how much setup stands between you and a working tool call. Qa's toolset — testcase_generate, testcase_lint, testcase_lint_batch and 9 more — is a fair guide to whether it matches your workflow.
We check each listing at SyncDev against the project's documentation before it goes live — if something here drifts out of date, it is a bug worth reporting.
| Tool | What it does |
|---|---|
| testcase_generate | Generate standardized test cases from feature text and acceptance criteria. |
| testcase_lint | Analyze a single test case, returning a quality score, issues, and improvement steps. |
| testcase_lint_batch | Analyze a collection of test cases and return aggregate findings. |
| testcase_normalize | Normalize Gherkin, Markdown, JSON, or plain text into the QA-MCP schema. |
| testcase_to_xray | Convert a single test case into an Xray-compatible JSON payload. |
| testcase_to_xray_batch | Convert multiple test cases into Xray-compatible bulk payloads. |
| suite_compose | Select and compose Smoke, Sanity, Regression, or E2E suites. |
| suite_coverage_report | Generate requirement, module, risk, and scenario coverage reports. |
| xray_get_mapping_template | Get the suggested QA-MCP to Xray field mapping template. |
| Tools | Tool names intentionally use underscores so Claude Desktop and other strict MCP clients accept them. |
| Resources | The Resources tool exposed by this server. |
| Prompts | The Prompts tool exposed by this server. |
**Docker Configuration:**
```json
{
"mcpServers": {
"qa-mcp": {
"command": "docker",
"args": ["run", "-i", "--rm", "atakanemree/qa-mcp:latest"]
}
}
}Configuration as documented by the project. Restart the client after saving.
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