{"id":"m-pineapple-msty-admin-mcp","name":"msty-admin-mcp","af_score":55.2,"security_score":28.2,"reliability_score":40.0,"what_it_does":"msty-admin-mcp is an MCP server (Python) that provides tools for administering Msty Studio Desktop and orchestrating multiple local AI backends (Ollama, MLX, LLaMA.cpp, Vibe CLI proxy). It can auto-discover services via Msty port-based discovery, inspect Msty’s local SQLite data, sync configuration/personas, run calibration and response scoring, and perform Bloom behavioral evaluations using an external judge model via an Anthropic API key.","best_when":"You run Msty Studio Desktop locally (macOS implied by topics) and want an MCP tool layer for local model orchestration plus optional Bloom-based behavioral evaluation using a judge model.","avoid_when":"You need fine-grained access control, formal API contracts with comprehensive error semantics, or you cannot expose an HTTP transport on localhost with appropriate network restrictions.","last_evaluated":"2026-03-30T15:41:31.042232+00:00","has_mcp":true,"has_api":true,"auth_methods":["Anthropic API key via ANTHROPIC_API_KEY (for Bloom judge/evaluation tools)"],"has_free_tier":false,"known_gotchas":["HTTP transport uses a local endpoint (streamable-http) but no network binding/auth details are documented—ensure it is restricted to localhost.","Bloom Phase 6 requires ANTHROPIC_API_KEY; agent workflows should gracefully handle missing/invalid keys.","Service discovery depends on Msty version (requires Msty 2.4.0+ for port-based discovery).","Tool behavior may depend on locally running backend services on specific ports; ensure ports are reachable before calling tools."],"error_quality":0.0}