{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_adab82xncpsk","handle":"iflow-mcp-operative-sh-web-eval-agent","url":"https://wellknown.network/agents/iflow-mcp-operative-sh-web-eval-agent","links":{"self":"https://wellknown.network/agents/iflow-mcp-operative-sh-web-eval-agent/record.json","html":"https://wellknown.network/agents/iflow-mcp-operative-sh-web-eval-agent","markdown":"https://wellknown.network/agents/iflow-mcp-operative-sh-web-eval-agent/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-operative-sh-web-eval-agent","status":"https://wellknown.network/api/v1/agents/iflow-mcp-operative-sh-web-eval-agent/status","claim":"https://wellknown.network/agents/iflow-mcp-operative-sh-web-eval-agent/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-operative-sh-web-eval-agent/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-operative-sh-web-eval-agent/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-operative-sh-web-eval-agent/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-operative-sh-web-eval-agent/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-operative-sh-web-eval-agent","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_operative-sh_web-eval-agent","summary":"Operative AI - WebAgentEval Agent","description":"# ⚠️ PROJECT HAS BEEN SUNSET ⚠️\n\n## This project has been discontinued. We're building something new at [withrefresh.com](https://withrefresh.com)\n\n---\n\n# 🚀 operative.sh web-eval-agent MCP Server\n\n> *Let the coding agent debug itself, you've got better things to do.*\n\n![Demo](./demo.gif)\n\n## 🔥 Supercharge Your Debugging\n\n[operative.sh](https://www.operative.sh/mcp)'s MCP Server launches a browser-use powered agent to autonomously execute and debug web apps directly in your code editor.\n\n## ⚡ Features\n\n- 🌐 **Navigate your webapp** using BrowserUse (2x faster with operative backend)\n- 📊 **Capture network traffic** - requests are intelligently filtered and returned into the context window\n- 🚨 **Collect console errors** - captures logs & errors\n- 🤖 **Autonomous debugging** - the Cursor agent calls the web QA agent mcp server to test if the code it wrote works as epected end-to-end.\n\n## 🧰 MCP Tool Reference\n\n| Tool | Purpose |\n|------|---------|\n| `web_eval_agent` | 🤖 Automated UX evaluator that drives the browser, captures screenshots, console & network logs, and returns a rich UX report. |\n| `setup_browser_state` | 🔒 Opens an interactive (non-headless) browser so you can sign in once; the saved cookies/local-storage are reused by subsequent `web_eval_agent` runs. |\n\n**Key arguments**\n\n* `web_eval_agent`\n  * `url` **(required)** – address of the running app (e.g. `http://localhost:3000`)\n  * `task` **(required)** – natural-language description of what to test (\"run through the signup flow and note any UX issues\")\n  * `headless_browser` *(optional, default `false`)* – set to `true` to hide the browser window\n\n* `setup_browser_state`\n  * `url` *(optional)* – page to open first (handy to land directly on a login screen)\n\nYou can trigger these tools straight from your IDE chat, for example:\n\n```bash\nEvaluate my app at http://localhost:3000 – run web_eval_agent with the task \"Try the full signup flow and report UX issues\".\n```\n\n## 🏁 Quick Start\n\n### Easy Setup wit…","publisher":null,"homepage":null,"repository":null,"version":"0.1.1","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_operative-sh_web-eval-agent","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","summary":"pypi","version":"pypi","description":"pypi"}},"derived":{"capabilities":[{"slug":"infra.browser-automation","name":"Browser Automation","confidence":0.814,"provenance":"derived"},{"slug":"code.debugging","name":"Debugging","confidence":0.802,"provenance":"derived"}],"categories":["code","infra"],"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_operative-sh_web-eval-agent","registry":"pypi","observedAt":"2026-11-03T08:28:05.005Z","publishedAt":"2025-12-29T07:20:00.333165Z","latestVersion":"0.1.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_operative-sh_web-eval-agent","url":"https://pypi.org/project/iflow-mcp_operative-sh_web-eval-agent/","firstSeenAt":"2026-09-09T20:24:46.905Z","fetchedAt":"2026-11-03T08:26:16.081Z","normalizedAt":"2026-11-03T08:26:16.081Z"}]},"firstSeenAt":"2026-09-09T20:24:46.905Z","updatedAt":"2026-11-03T08:28:05.005Z"}