Using an MCP Server to Fix Tests that Failed on CI

RWX has introduced an MCP Server in RWX CLI version 1.11.0 or later, available through the `rwx mcp serve` command, allowing AI tools to access CI test results as structured semantic data rather than requiring users to inspect logs manually. Users can add the server to Claude’s MCP configuration with `claude mcp add rwx -- rwx mcp serve`, verify that it is connected, and ask Claude to investigate failed tests from a specified RWX run URL. The MCP integration provides a `get_run_test_failures` capability that returns failed test information, enabling Claude to inspect relevant test files and implementations and assist with fixing failures.

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