{"id":"ci1t-mcp","name":"ci1t-mcp","af_score":80.5,"security_score":56.5,"reliability_score":47.5,"what_it_does":"MCP server for CI-1T — prediction stability engine. Evaluate model stability, detect ghosts, monitor fleet drift. 20 tools for AI agents.","best_when":null,"avoid_when":null,"last_evaluated":"2026-03-21T23:12:44.471140+00:00","has_mcp":true,"has_api":true,"auth_methods":["api_key"],"has_free_tier":true,"known_gotchas":[],"error_quality":null}