{"id":"jovanipink-mcp-browser-use","name":"mcp-browser-use","af_score":54.2,"security_score":40.5,"reliability_score":36.2,"what_it_does":"Provides an MCP server (built on FastMCP/FastAPI) that exposes a single tool `run_browser_agent` to orchestrate a `browser-use` automated browser session, using LLM providers for browser actions and returning the final result to the MCP client.","best_when":"You need agent-based web automation accessible through MCP and can provide/secure the required LLM API keys and browser environment configuration.","avoid_when":"You cannot control where the browser navigates, who can invoke the MCP tool, or how outbound network access is restricted.","last_evaluated":"2026-03-30T15:19:36.282876+00:00","has_mcp":true,"has_api":false,"auth_methods":["Environment-variable API keys for multiple LLM providers (e.g., ANTHROPIC_API_KEY, OPENAI_API_KEY, etc.)"],"has_free_tier":false,"known_gotchas":["Browser automation is sensitive to UI changes, dynamic pages, and slow loads; agent runs may fail or take variable time.","LLM/provider configuration and rate/step limits (e.g., max steps/actions) strongly affect outcomes.","Remote browser control can introduce security risks; ensure you follow the repository’s SECURITY guidance and restrict invocation sources."],"error_quality":0.0}