{"id":"doubleslashde-thingworx-mcp-server","name":"thingworx-mcp-server","af_score":43.0,"security_score":34.5,"reliability_score":21.2,"what_it_does":"Provides a Spring Boot MCP server that exposes PTC ThingWorx entities (Things, Properties, Services, and Collections) as AI-friendly tools/endpoints. It uses ThingWorx REST API access with AppKey authentication and includes Redis-backed caching with runtime toggles, configurable via environment variables, and Docker support.","best_when":"You want an MCP-compatible tool server to front ThingWorx for development/evaluation and you can supply a ThingWorx AppKey plus (optionally) a Redis cache.","avoid_when":"You cannot ensure secure handling of the AppKey and you do not control network exposure of the MCP server endpoints (e.g., open to the public).","last_evaluated":"2026-04-04T20:02:40.101266+00:00","has_mcp":true,"has_api":true,"auth_methods":["ThingWorx AppKey via environment variable THINGWORX_APP_KEY"],"has_free_tier":false,"known_gotchas":["Repository is described as experimental; behavior/edge cases may require testing.","No documented retry/idempotency guidance is provided in the README.","MCP endpoint configuration exists but details about tool schemas, error formats, and rate limits are not shown in the provided README snippet."],"error_quality":0.0}