
web-eval-agent
An MCP server that autonomously evaluates web applications.
3 years
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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_1br20V8Y
The web-eval-agent by Operative-Sh is a remarkable tool for web analysis and evaluation. As a loyal MCP application user, I find its user-friendly interface and efficient performance incredibly valuable. The seamless integration and comprehensive features make it an essential asset for any web developer looking to optimize their site. Highly recommended!