AI Vision MCP ServerServer

samihalawa

UI DebuggingAutomationVisual Analysis

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💡 Description

An autonomous debugging MCP server that allows AI models to analyze, debug, and interact with web interfaces through Playwright. It performs comprehensive visual analysis, detects UI issues, automatically tests user workflows, validates API endpoints, tracks visual changes between application versions, monitors console logs for errors and warnings, and analyzes performance metrics.

📝 JSON Entries

{
  "mcpServers": [
    {
      "visual-ui-debug-agent-mcp": {
        "env": {},
        "args": [
          "YOUR_SMITHERY_API_KEY"
        ],
        "command": "npm run smithery:key"
      }
    }
  ]
}

🛠️ Tools

enhanced_page_analyzerui_workflow_validatorvisual_comparisonscreenshot_urlbatch_screenshot_urlsnavigation_flow_validatorapi_endpoint_testerdom_inspectorconsole_monitorperformance_analysis

⚡ Features

Visual analysis of web applications
Automatic testing of user workflows
Monitoring of console errors
Performance metrics analysis

💬 Example Queries

Analyze the current version of the application.
Automatically test the user's login flow.
Compare two versions of a web page for visual differences.