
web-eval-agent
An MCP server that autonomously evaluates web applications.
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🚀 Operative.sh WebEvalAgent MCP Server
Let the code fix 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 (now 2x FASTER when using our 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)
- Run the installer
# 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
- Unleash the agent in Cursor Agent Mode with web_app_ux_evaluator (may have to restart Cursor)
🛠️ Install in Cursor Agent with Single Command
API_KEY="your-api-key-here" && jq --arg k "$API_KEY" '.mcpServers["web-eval-agent"]={"command":"uvx","args":["--from","git+https://github.com/Operative-Sh/web-eval-agent.git","webEvalAgent"],"env":{"OPERATIVE_API_KEY":$k}}' ~/.cursor/mcp.json > ~/.cursor/mcp.json.tmp && mv ~/.cursor/mcp.json.tmp ~/.cursor/mcp.json
🛠️ Manual JSON Installation
- Run
uvx --from git+https://github.com/Operative-Sh/web-eval-agent.git webEvalAgent
with no api key first since Cursor doesn't wait for our deps to download! - On startup, kill and then update your relevent MCP JSON:
"web-eval-agent": {
"command": "uvx",
"args": [
"--from",
"git+https://github.com/Operative-Sh/web-eval-agent.git",
"webEvalAgent"
],
"env": {
"OPERATIVE_API_KEY": "YOUR_API_KEY"
}
}
🛠️ 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_app_ux_evaluator (may have to restart Cline)
🚨 Issues
- Any issues feel free to open an Issue on this repo!
Built with <3 @ operative.sh
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Reviews

user_YeiuIvJy
Web-eval-agent by Operative-Sh is an exceptional tool for web QA automation. It's hosted on GitHub, making it accessible for everyone to contribute and improve. The project's structure is clear, and the setup instructions are straightforward. The welcoming message and initial URL make it easy for new users to get started quickly. Highly recommended for anyone looking to enhance their web testing processes! Check it out here: https://github.com/Operative-Sh/web-qa-agent.