{"id":"ysher-mcp-server-demo","name":"ysher-mcp-server-demo","af_score":31.2,"security_score":32.5,"reliability_score":22.5,"what_it_does":"ysher-mcp-server-demo appears to be a demo MCP server package (likely demonstrating how to expose tools to an AI agent via the Model Context Protocol). However, no README/repo details, endpoints, tool list, or configuration instructions were provided in the input, so the concrete tool behavior and interface details cannot be verified.","best_when":null,"avoid_when":null,"last_evaluated":"2026-04-04T21:37:18.807716+00:00","has_mcp":true,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["Because this is labeled as a demo and no tool schemas or operational docs were provided, agents may encounter undocumented tool parameters, unexpected runtime errors, or missing guidance for retries/timeouts.","Without evidence of idempotency guarantees, agents should avoid re-calling non-idempotent tools on failures/timeouts."],"error_quality":0.0}