{"id":"alucek-quick-mcp-example","name":"quick-mcp-example","af_score":51.5,"security_score":18.8,"reliability_score":25.0,"what_it_does":"An example MCP (Model Context Protocol) server/client implementation that demonstrates exposing MCP tools, resources, and prompts, with a simple knowledgebase RAG flow backed by ChromaDB. Includes a CLI client to connect to a local MCP server instance.","best_when":"You want a small, local Python reference implementation to understand how to wire up an MCP server and client with tools/resources/prompts and a vector DB for contextual answers.","avoid_when":"You need a turn-key, remotely hosted API with documented SLAs, strong auth, and comprehensive error/retry semantics across network boundaries.","last_evaluated":"2026-03-30T15:19:13.719661+00:00","has_mcp":true,"has_api":false,"auth_methods":["None indicated"],"has_free_tier":false,"known_gotchas":["This is example code; tool/resource/prompt behavior and edge-case handling are not documented in the provided README.","Local execution pattern may require filesystem/vector DB setup steps (e.g., ChromaDB initialization) before the server can answer queries.","No guidance is provided on operational reliability (timeouts, retries, backoff) for tool execution."],"error_quality":0.0}