What is the rf-mcp MCP server?

manykarim/rf-mcp — A Robot Framework MCP Server AgentRank score: 65.6/100.

Is the rf-mcp MCP server actively maintained?

The rf-mcp MCP server was last committed 19d ago and has 8 contributors. Issue health: 29% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

rf-mcp MCP Server

Name: manykarim/rf-mcp
Rating: 3.6 (1 reviews)
Author: manykarim

manykarim/rf-mcp

Score: 65.6 ↓ 3.2% Rank #4941 Agent Framework

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Overview

manykarim/rf-mcp is a Python MCP server licensed under Apache-2.0. A Robot Framework MCP Server Topics: ai, automation, mcp, python, robotframework.

Ranked #4941 out of 24846 indexed tools.

Ecosystem

Python Apache-2.0

aiautomationmcppythonrobotframework

Score Breakdown

Stars 15% 116

116 stars → growing community

Freshness 25% 19d ago

Last commit 19d ago → recently updated

Issue Health 25% 29%

11/38 issues closed → many open issues

Contributors 10% 8

8 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 20

Description Brief

License Apache-2.0

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

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Issue Health high impact

You have 27 open vs 11 closed issues — triaging stale issues improves health

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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Markdown

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Details

Stars: 116
Forks: 20
Open Issues: 27
Closed Issues: 11
Contributors: 8
Dependents: —
Language: Python
License: Apache-2.0
Last Commit: 19d ago

Matched Queries

"mcp server""mcp-server"topic:mcp

From the README

# 🤖 RobotMCP - AI-Powered Test Automation Bridge

**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**

**Intro**

https://github.com/user-attachments/assets/ad89064f-cab3-4ae6-a4c4-5e8c241301a1

---

## ✨ Quick Start

Three co

Read full README on GitHub →