Best Robot Framework MCP Servers
Robot Framework is an open source automation framework for acceptance testing, acceptance test driven development (ATDD), and robotic process automation (RPA).
Why this server?
Generates Robot Framework Page Object resources with variables and reusable keywords, supporting both Browser Library and SeleniumLibrary locator syntax.
AlicenseAqualityCmaintenanceEnables QA to interactively inspect DOM elements in a visible browser, generate resilient Robot Framework locators and Page Objects, and validate selectors via natural language.7BSD 2-Clause "Simplified"Why this server?
Allows import of Robot Framework XML test results into Xray.
Why this server?
Allows AI agents to discover Robot Framework keywords, execute test steps live, and generate clean .robot test suites.
AlicenseBqualityBmaintenanceEnables AI agents to discover Robot Framework keywords, execute test steps live against web, mobile, API, database, or desktop targets, and generate clean .robot test suites from plain-English instructions.191Apache 2.0Why this server?
Generates Robot Framework test cases, page object models, and advanced testing capabilities for web automation
AlicenseBqualityDmaintenanceA 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.82330MITWhy this server?
Enables AI agents to create, execute, and manage Robot Framework test suites from natural language, including stepwise execution and final test generation.
AlicenseAqualityAmaintenanceRobotMCP is a comprehensive Model Context Protocol (MCP) server that bridges the gap between human language and Robot Framework automation. It enables AI agents to understand test intentions, execute steps interactively, and generate complete test suites from successful executions.19113Apache 2.0Why this server?
Provides tools for Robot Framework test automation, including discovering tests and resources, creating test drafts from requirements, dry-running and executing suites, and parsing Robot Framework output.xml results.
FlicenseAqualityCmaintenanceEnables 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.6-Why this server?
Supports importing Robot Framework XML format test execution results into Xray Test Management.
FlicenseBqualityFmaintenanceEnables AI assistants to interact with Xray Test Management for both Cloud and Server deployments. Supports test execution, importing results from multiple formats (JUnit, Cucumber, Robot Framework, TestNG), and managing test plans and executions.83-Why this server?
Provides tools for parsing and analyzing Robot Framework test result files (output.xml and output.json), enabling AI agents to retrieve test summaries, failure paths, step windows, and search through test messages.
FlicenseBqualityCmaintenanceAn MCP server for analyzing Robot Framework test results. It provides LLMs with tools to parse, summarize, and search through test execution logs from XML or JSON output files.32-Why this server?
Allows AI agents to discover Robot Framework keywords, execute test steps live, and generate final .robot test suites.
AlicenseNot gradedqualityCmaintenanceEnables AI agents to drive Robot Framework through natural language, discovering keywords, running live test steps across web, mobile, API, database, and desktop targets, and generating clean .robot test suites from plain-English instructions.Apache 2.0