"iRobot" matching MCP servers:

Enables inspecting robot motion-planning tasks and historical records, starting isolated offline planning runs, checking execution and validation status, and retrieving independent validation evidence through MCP tools. It does not control physical robots.

Enables agents to work with Robot Framework by discovering tests and resources, drafting tests from requirements, dry-running and executing suites, and parsing output.xml results.

A Model Context Protocol server that enables generating and managing Robot Framework test automation with SeleniumLibrary, including test case generation, page object models, and advanced web testing capabilities.

A local MCP server that parses Robot Framework output.xml files, scores and groups failures, and exposes structured triage data to Claude Desktop and Claude Code.