🚀 operative.sh web-eval-agent MCP Server

Let the coding agent debug itself, you've got better things to do.

🔥 Supercharge Your Debugging

operative.sh's MCP Server unleashes LLM-powered agents to autonomously execute and debug web apps directly in your code editor.

⚡ Features

This weapon in your development arsenal transforms your Code IDE experience (Cline, Cursor):

• 🌐 Navigate your webapp using BrowserUse (2x faster with operative backend)
• 📊 Capture network traffic - all requests/responses at your fingertips
• 🚨 Collect console errors - nothing escapes detection
• 🤖 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.

🏁 Quick Start (macOS/Linux)

1. Pre-requisites: brew: /bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/HEAD/install.sh)", npm: (brew install npm), jq: brew install jq
2. Run the installer after getting an api key (free)

# Feel welcome to inspect the installer script like so:
# curl -LSf https://operative.sh/install.sh | less -N
# Download, install, and remove the installer script
curl -LSf https://operative.sh/install.sh -o install.sh && bash install.sh && rm install.sh

3. Unleash the agent in Cursor Agent Mode with web_eval_agent (verify tool refreshed or restart Cursor)
4. If any issues, see Issues section below

🛠️ Manual Windows Installation (Cline)

# 1. Get your API key at operative.sh
# 2. Install uv (curl -LsSf https://astral.sh/uv/install.sh | sh)
# 3. uvx --from git+https://github.com/Operative-Sh/web-eval-agent.git playwright install
# 4. Unleash the agent in Cline with web_eval_agent (may have to restart Cline) 

🚨 Issues

• Initial tool calls Playwright issues, fix pushed 4/14, npm install -g playwright playwright issues on tool call.
• Any issues feel free to open an Issue on this repo!

📋 Example MCP Server Output Report

📊 Web Evaluation Report for http://localhost:5173 complete!
📝 Task: Test the API-key deletion flow by navigating to the API Keys section, deleting a key, and judging the UX.

🔍 Agent Steps
  📍 1. Navigate → http://localhost:5173
  📍 2. Click     “Login”        (button index 2)
  📍 3. Click     “API Keys”     (button index 4)
  📍 4. Click     “Create Key”   (button index 9)
  📍 5. Type      “Test API Key” (input index 2)
  📍 6. Click     “Done”         (button index 3)
  📍 7. Click     “Delete”       (button index 10)
  📍 8. Click     “Delete”       (confirm index 3)
  🏁 Flow tested successfully – UX felt smooth and intuitive.

🖥️ Console Logs (10)
  1. [debug] [vite] connecting…
  2. [debug] [vite] connected.
  3. [info]  Download the React DevTools …
     …

🌐 Network Requests (10)
  1. GET /src/pages/SleepingMasks.tsx                   304
  2. GET /src/pages/MCPRegistryRegistry.tsx             304
     …

⏱️ Chronological Timeline
  01:16:23.293 🖥️ Console [debug] [vite] connecting…
  01:16:23.303 🖥️ Console [debug] [vite] connected.
  01:16:23.312 ➡️ GET /src/pages/SleepingMasks.tsx
  01:16:23.318 ⬅️ 304 /src/pages/SleepingMasks.tsx
     …
  01:17:45.038 🤖 🏁 Flow finished – deletion verified
  01:17:47.038 🤖 📋 Conclusion repeated above
👁️  See the “Operative Control Center” dashboard for live logs.

---

Built with <3 @ operative.sh