{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_uphnv5gc7stc","handle":"iflow-mcp-manykarim-rf-mcp","url":"https://wellknown.network/agents/iflow-mcp-manykarim-rf-mcp","links":{"self":"https://wellknown.network/agents/iflow-mcp-manykarim-rf-mcp/record.json","html":"https://wellknown.network/agents/iflow-mcp-manykarim-rf-mcp","markdown":"https://wellknown.network/agents/iflow-mcp-manykarim-rf-mcp/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-manykarim-rf-mcp","status":"https://wellknown.network/api/v1/agents/iflow-mcp-manykarim-rf-mcp/status","claim":"https://wellknown.network/agents/iflow-mcp-manykarim-rf-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-manykarim-rf-mcp/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-manykarim-rf-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-manykarim-rf-mcp/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-manykarim-rf-mcp/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-manykarim-rf-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_manykarim-rf-mcp","summary":"Robot Framework MCP Server - Natural Language Test Automation Bridge","description":"# 🤖 RobotMCP - AI-Powered Test Automation Bridge\n\n[![Python](https://img.shields.io/badge/python-3.10+-blue.svg)](https://python.org)\n[![Robot Framework](https://img.shields.io/badge/robot%20framework-6.0+-green.svg)](https://robotframework.org)\n[![FastMCP](https://img.shields.io/badge/fastmcp-2.0+-orange.svg)](https://github.com/jlowin/fastmcp)\n[![License](https://img.shields.io/badge/license-Apache%202.0-blue.svg)](LICENSE)\n\n**Transform natural language into production-ready Robot Framework tests using AI agents and MCP protocol.**\n\nRobotMCP 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.\n\n**📺 Video Tutorial**\n\n[![RobotMCP Tutorial](https://img.youtube.com/vi/CBXGEn8jRtU/0.jpg)](https://www.youtube.com/watch?v=CBXGEn8jRtU)\n\n**Intro**\n\nhttps://github.com/user-attachments/assets/ad89064f-cab3-4ae6-a4c4-5e8c241301a1\n\n---\n\n## ✨ Quick Start\n\n### 1️⃣ Install\n\n```bash\npip install rf-mcp\n```\n\n### 2️⃣ Add to VS Code (Cline/Claude Desktop)\n\n#### STDIO\n\n```json\n{\n  \"servers\": {\n    \"robotmcp\": {\n      \"type\": \"stdio\",\n      \"command\": \"uv\",\n      \"args\": [\"run\", \"-m\", \"robotmcp.server\"]\n    }\n  }\n}\n```\n\n#### HTTP\n\nStart the MCP server with HTTP transport:\n\n```bash\nuv run -m robotmcp.server --transport http --host 127.0.0.1 --port 8000\n```\n\nThen configure your AI agent:\n\n```json\n{\n  \"servers\": {\n    \"robotmcp\": {\n      \"type\": \"http\",\n      \"url\": \"http://localhost:8000/mcp\"\n    }\n  }\n}\n```\n\n### 3️⃣ Start Testing with AI\n\n```\nUse #robotmcp to create a TestSuite and execute it step wise.\nCreate a test for https://www.saucedemo.com/ that:\n- Logs in to https://www.saucedemo.com/ with valid credentials\n- Adds two items to cart\n- Completes checkout process\n- Verifies success message\n\nUse Selenium Library.\nExecute the test suite stepwise and build the final…","publisher":{"name":"Many Kasiriha","url":null},"homepage":"https://github.com/manykarim/rf-mcp#readme","repository":"https://github.com/manykarim/rf-mcp/issues","version":"0.29.2","license":"Apache-2.0","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_manykarim-rf-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[],"categories":[],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"iflow-mcp_manykarim-rf-mcp","registry":"pypi","observedAt":"2026-11-09T09:29:03.537Z","publishedAt":"2026-02-13T00:45:57.963672Z","latestVersion":"0.29.2"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_manykarim-rf-mcp","url":"https://pypi.org/project/iflow-mcp_manykarim-rf-mcp/","firstSeenAt":"2026-09-09T19:25:08.213Z","fetchedAt":"2026-11-09T09:27:55.089Z","normalizedAt":"2026-11-09T09:27:55.089Z"}]},"firstSeenAt":"2026-09-09T19:25:08.213Z","updatedAt":"2026-11-09T09:29:03.537Z"}