rf-mcp
Robot Framework MCP Server - Natural Language Test Automation Bridge
MCP server · by manykarim
About
rf-mcp is an MCP server published by manykarim. Marketplaces we read that list it: 1 (PyPI (MCP servers)). The last change we recorded was on 2026-11-02. As of our marketplace pass on 2026-11-04.
What it asks for
- Runs on your machine
None of the marketplaces we read publishes its tools or the settings it asks for.
What it declares, asks for and runs, in full
Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.
Package
- PyPI downloads/week: 3 009 (2026-11-02)
- PyPI downloads/month: 9 475 (2026-11-02)
- Latest version on PyPI: 0.36.0, published 2026-09-26
No known vulnerabilities in OSV for 0.36.0 (checked 2026-11-02)
PyPI facts come from pypi.org, PyPI downloads from pypistats.org. Each figure is the registry's own and is never added to another. A registry that publishes no figure shows none: no number is not zero. Vulnerability records come from OSV.dev (CC BY 4.0) and concern the declared version only; a listing that declares no version gets no answer. We do not scan code.
Connect
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Where it is published
| Marketplace | Status | Version | Figures | Verified | First seen |
|---|---|---|---|---|---|
| PyPI (MCP servers) (Open on PyPI) | Listed | 0.36.0 | Downloads/month (PyPI): 9 475 Downloads/week (PyPI): 3 009 Forks (GitHub): 21 Stars (GitHub): 118 |
Not marked |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
What changed
Nothing has moved on this plugin since we started watching it.
Similar plugins
Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.
-
Skyramp MCP (Model Context Protocol) Server - AI-powered test generation and execution
-
Open-source MCP server with browser automation and knowledge packs for AI agents
-
High-performance Model Context Protocol (MCP) server for QuickCast Screen-to-Action Protocol: automated bug reporting, Playwright E2E test scaffolding, and SOP generation from…
-
Find test gaps, generate grounded tests, and dynamically prove behavior with mutation testing.
-
mcp-server com.testrigor/mcp-server
Manage test suites, run tests, view results, and automate QA workflows via AI with testRigor.
-
Playwright-based testing and evaluation framework for MCP servers
-
Stealthy browser automation, testing, and web-scraping via CDP Mode.
-
SHAFT browser automation, capture, and offline deterministic failure diagnosis
-
MCP server for creating, running, inspecting, and scheduling Figranium browser automations.
-
AI browser tests from your coding agent: a verdict, failing steps, report, video and trace.
Similar plugins by marketplace
The same question asked of one marketplace at a time: is there an analog of this plugin there?
Has a listing on Claude Code: claude-plugins-community (5)
-
e2e-runner io.github.fastslack/e2e-runner
JSON-driven E2E test runner with parallel Chrome pool execution and 16 MCP tools.
-
TestMesh MCP server + skills for writing and running E2E integration tests across HTTP, databases, Kafka, gRPC, WebSocket, and more.
-
Natural-language end-to-end tests for any software surface, powered by getlark.ai
-
E2E testing and feature development tools for Claude Code
-
Agent skills for Meticulous visual regression testing — review test runs, investigate replays, debug diffs. Also connects the hosted Meticulous MCP server.
Has a listing on Claude Code: claude-plugins-official (5)
-
playwright-mcp io.github.microsoft/playwright-mcp
Playwright Tools for MCP
-
Work with Postman from your agent: bootstrap a repo's Postman setup, mock an API before it's implemented, run collection and governance checks in CI, monitor a live endpoint…
-
mdk-mcp-server io.github.SAP/mdk-mcp-server
Model Context Protocol (MCP) server for AI-assisted development of MDK applications.
-
firebase-mcp io.github.firebase/firebase-mcp
Gives AI development tools Firebase-specific capabilities and expertise.
-
mcp-server io.github.cap-js/mcp-server
Model Context Protocol (MCP) server for AI-assisted development of CAP applications.
Has a listing on Claude: knowledge-work-plugins (5)
-
Figma design platform integration. Access design files, extract component information, read design tokens, and translate designs into code. Bridge the gap between design and…
-
MCP server for terminal commands, file operations, and process management
-
DataRobot skills for AI/ML workflows — model training, deployment, predictions, feature engineering, monitoring, explainability, data preparation, App Framework CI/CD, and…
-
Create, edit, and deploy ServiceNow applications with the Fluent SDK effortlessly through Claude AI.
-
A suite of agent skills for the full GrowthBook feature flag and experimentation lifecycle.
Has a listing on Codex: openai-curated (openai/plugins) (5)
-
Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.
-
Skills for NVIDIAs ecosystem spans GPU acceleration, CUDA, AI agents, inference, robotics, Physical AI, Omniverse, and simulation. This plugin helps you understand the pieces…
-
Test Android apps with emulator workflows for reproduction, screenshots, UI inspection, log capture, and performance profiling.
-
Inspect repositories, triage pull requests and issues, debug CI, and publish changes through a hybrid GitHub connector and CLI workflow.
-
CrowdStrike Falcon Foundry development skills for building cybersecurity applications on the Falcon platform. Includes UI development, collections, functions, workflows, API…
Has a listing on Community GitHub marketplaces (5)
-
Mobile device interaction automation via MCP
-
Operate and monitor Rewst RPA across every client org: automation health, failures, ROI, and drift.
-
Agents that test your web and mobile app like real users, on every pull request.
-
Agent-executable acceptance testing via MCP connections — generate, execute, and report on UAT plans that validate MCP tool surfaces.
-
AI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions.
Has a listing on Copilot CLI: github/awesome-copilot (5)
-
Record your screen doing a manual process, drop the video on your Desktop, and let Copilot CLI analyze it frame-by-frame to build working automation scripts. Supports narrated…
-
Complete toolkit for building Model Context Protocol (MCP) servers in Go using the official github.com/modelcontextprotocol/go-sdk. Includes instructions for best practices, a…
-
Complete toolkit for building Model Context Protocol (MCP) servers in Kotlin using the official io.modelcontextprotocol:kotlin-sdk library. Includes instructions for best…
-
Complete toolkit for building Model Context Protocol (MCP) servers in TypeScript/Node.js using the official SDK. Includes instructions for best practices, a prompt for generating…
-
Safe BLE diagnostics, evidence workflows, and guarded automation for AI agents.
Has a listing on Copilot CLI: github/copilot-plugins (5)
-
Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
-
mcp-apps
Generate MCP App widgets for MCP tools. Produces self-contained HTML widgets using the MCP Apps protocol.
-
Build Power Apps Canvas Apps using the Canvas Authoring MCP server.
-
Bring Azure DevOps work-item, repository, and pull-request workflows into GitHub Copilot.
-
Advanced Security plugin for GitHub Copilot.
Has a listing on Cursor: cursor/plugins (5)
-
playwright-mcp io.github.microsoft/playwright-mcp
Playwright Tools for MCP
-
Build apps, scripts, and automations with the TypeScript SDK.
-
Iterative self-referential AI loops using the Ralph Wiggum technique.
-
Fan large tasks out across parallel cloud agents with planners, workers, verifiers, and structured handoffs.
-
if you want to go fast, go deep first. pstack helps you write less, but higher quality code. rigorous agent workflows you can parallelize with confidence.
Has a listing on Docker MCP Catalog (5)
-
testkube-mcp io.github.kubeshop/testkube-mcp
MCP server for Testkube - Manage test workflows, executions, and artifacts via AI assistants
-
mcp-server-browserbase io.github.browserbase/mcp-server-browserbase
MCP server for AI web browser automation using Browserbase and Stagehand
-
MCP server for AI access to SmartBear tools, including BugSnag, Reflect, Swagger, PactFlow, QTM4J.
-
Give your AI agents trusted access to the full Postman platform.
-
playwright-mcp io.github.microsoft/playwright-mcp
Playwright Tools for MCP
Has a listing on Official MCP Registry (5)
-
Open-source MCP server with browser automation and knowledge packs for AI agents
-
Find test gaps, generate grounded tests, and dynamically prove behavior with mutation testing.
-
mcp-server com.testrigor/mcp-server
Manage test suites, run tests, view results, and automate QA workflows via AI with testRigor.
-
Stealthy browser automation, testing, and web-scraping via CDP Mode.
-
SHAFT browser automation, capture, and offline deterministic failure diagnosis
Has a listing on PyPI (MCP servers) (5)
-
220 browser automation tools for Chrome, Edge, and Firefox via CDP + BiDi. 100% Python.
-
MCP servers exposing SeleniumBase as tools for MCP clients.
-
browserbase com.mcparmory/browserbase
Create and control browser sessions for web automation, testing, and AI agent tasks
-
parallel com.mcparmory/parallel
Search the web, extract content, and run distributed tasks with AI-powered automation
-
Drive a BenchPod hardware-in-the-loop bench: power, flash, UART, I2C, CAN, analog and logic.
Has a listing on npm registry (MCP servers) (5)
-
Skyramp MCP (Model Context Protocol) Server - AI-powered test generation and execution
-
High-performance Model Context Protocol (MCP) server for QuickCast Screen-to-Action Protocol: automated bug reporting, Playwright E2E test scaffolding, and SOP generation from…
-
Find test gaps, generate grounded tests, and dynamically prove behavior with mutation testing.
-
Playwright-based testing and evaluation framework for MCP servers
-
testrail-mcp-server io.github.uarlouski/testrail-mcp-server
Connect AI assistants to TestRail: manage test cases, suites, runs, results, and attachments.
Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.
Want this mark on your plugin in our catalog?
Prove you maintain it with a file in its repository, a file on your domain or a DNS record, and you can show this mark on the card, with live banners for your site and README. How verification works
You also get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.
Package data comes from the Python Package Index (pypi.org). Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.