{"id":"debugg-ai-debugg-ai-mcp","name":"Debugg AI","af_score":61.8,"security_score":70.8,"reliability_score":41.2,"what_it_does":"AI-powered browser testing MCP server that automates end-to-end testing by directing an AI agent to navigate and test web applications. Agents receive natural language test descriptions and return pass/fail results with screenshots.","best_when":"Testing full user journeys across web applications, validating code generation outputs, or running smoke tests without maintaining brittle Selenium/Playwright selectors.","avoid_when":"You need deterministic test results, precise performance metrics, or testing applications that require complex multi-step authentication flows.","last_evaluated":"2026-04-04T22:19:40.729746+00:00","has_mcp":true,"has_api":false,"auth_methods":["API Key"],"has_free_tier":false,"known_gotchas":["No error message documentation provided","No retry guidance documented","Async test execution may require polling for results","Side effects from browser actions not guaranteed idempotent","API rate limits not clearly documented"],"error_quality":0.0}