Robot Framework MCP Server - Natural Language Test Automation Bridge
Until 2026-09-26 this record combined several servers published from one repository. The others now have records of their own: rf-mcp. Checks from before that date include them.
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# 🤖 RobotMCP - AI-Powered Test Automation Bridge [](https://python.org) [](https://robotframework.org) [](https://github.com/jlowin/fastmcp) [](LICENSE) **Transform natural language into production-ready Robot Framework tests using AI agents and MCP protocol.** RobotMCP 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. **📺 Video Tutorial** [](https://www.youtube.com/watch?v=CBXGEn8jRtU) **Intro** https://github.com/user-attachments/assets/ad89064f-cab3-4ae6-a4c4-5e8c241301a1 --- ## ✨ Quick Start ### 1️⃣ Install ```bash pip install rf-mcp ``` ### 2️⃣ Add to VS Code (Cline/Claude Desktop) #### STDIO ```json { "servers": { "robotmcp": { "type": "stdio", "command": "uv", "args": ["run", "-m", "robotmcp.server"] } } } ``` #### HTTP Start the MCP server with HTTP transport: ```bash uv run -m robotmcp.server --transport http --host 127.0.0.1 --port 8000 ``` Then configure your AI agent: ```json { "servers": { "robotmcp": { "type": "http", "url": "http://localhost:8000/mcp" } } } ``` ### 3️⃣ Start Testing with AI ``` Use #robotmcp to create a TestSuite and execute it step wise. Create a test for https://www.saucedemo.com/ that: - Logs in to https://www.saucedemo.com/ with valid credentials - Adds two items to cart - Completes checkout process - Verifies success message Use Selenium Library. Execute the test suite stepwise and build the final…
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