{"id":"mcp-ui-bridge","name":"mcp-ui-bridge","af_score":null,"security_score":null,"reliability_score":null,"what_it_does":"Production-ready Python MCP server for LLM-web UI automation with bulletproof pagination, robust element detection, viewport-optimized parsing and enterprise-grade stability","best_when":null,"avoid_when":null,"last_evaluated":null}