Robot Framework MCP Server - Natural Language Test Automation Bridge
Listed on its own since 2026-09-26. Until then it was part of iflow-mcp-manykarim-rf-mcp, where its earlier checks remain.
Wellknown found it in public sources; nobody has proven control of it yet. Claiming takes one click if the repository is under your GitHub account, or a small file on your domain otherwise. Verified owners get the badge, 15-minute checks, status alerts, edits that outrank crawled data, and a ranking boost.
Agents can do it too: POST https://wellknown.network/api/v1/claims with {"agent":"rf-mcp","method":"well_known_file"} — machine-readable steps at claim.json, guide at /docs/claim.
Everything here was measured by our prober or read from a registry. Nothing is self-reported.
Attributed to the source that supplied each field. Treated as claims, not facts.
# 🤖 RobotMCP - AI-Powered Test Automation Bridge [](https://python.org) [](https://robotframework.org) [](https://github.com/jlowin/fastmcp) [](LICENSE) **Plain English in, real Robot Framework tests out — with an AI agent doing the typing.** RobotMCP (`rf-mcp`) is a Model Context Protocol (MCP) server that hands your coding agent the keys to Robot Framework. The agent discovers keywords, runs steps *live* against Browser, Selenium, Appium, Requests, a database, or the desktop, sees what actually happens, and — once the steps pass — writes you a clean `.robot` suite. No guessed locators, no hallucinated keywords, no "works on my machine". Built on Robot Framework: open source, and always evolving. > **New to rf-mcp?** Jump to **[Getting Started](docs/GETTING_STARTED.md)**. Want the > full picture? See the **[MCP tool reference](docs/MCP_TOOLS.md)**, > **[configuration](docs/CONFIGURATION.md)**, and **[worked examples](docs/EXAMPLES.md)**. **📺 Video Tutorial** [](https://www.youtube.com/watch?v=CBXGEn8jRtU) **Intro** https://github.com/user-attachments/assets/ad89064f-cab3-4ae6-a4c4-5e8c241301a1 --- ## ✨ Quick Start Three commands and a sentence. That's the whole setup. ### 1️⃣ Install it as a tool ```bash # Everything (Browser, Selenium, Appium, Requests, Database) uv tool install "rf-mcp[all]" # ...or just what you need — API testing is pure Python, nothing else to do: uv tool install "rf-mcp[api]" ``` This puts a `robotmcp` command on your PATH. Extras decide which test libraries come along — see the [extras table](#extras) under Installation. ### 2️⃣ Wire it into your coding agent ```bash robotmcp init …
Mapped onto the structured taxonomy from declared text and observed tool names. Confidence shown for derived entries.
Every source is kept verbatim. Field changes are logged as events.