{"id":"arjunprabhulal-mcp-llama3-client","name":"mcp-llama3-client","af_score":35.5,"security_score":26.0,"reliability_score":25.0,"what_it_does":"Provides a Python client application that connects to an MCP Flight Search server over HTTP and uses an Ollama-hosted Llama 3.2 model to provide a user-friendly natural-language flight search interface (using MCP tools such as a flight search tool and a server status tool).","best_when":"When you control the MCP Flight Search server runtime locally/in-network and can run Ollama locally for a privacy-preserving prototype or internal tool.","avoid_when":"When you need a well-specified public API contract (OpenAPI/SDK/webhooks) or robust security controls (auth, rate limits, secret handling guarantees) documented by this client.","last_evaluated":"2026-04-04T19:33:11.771761+00:00","has_mcp":false,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["No documented handling of transient MCP/HTTP failures or tool timeouts","LLM-mediated tool calls may be sensitive to prompt-template quality; agent behavior tuning is not documented here","No documented rate-limit behavior or backoff strategy"],"error_quality":0.0}