{"id":"ashishkumarkarn-mcp-weather-server","name":"mcp-weather-server","af_score":49.2,"security_score":32.0,"reliability_score":22.5,"what_it_does":"A Java (Spring Boot) MCP server that exposes weather data and real-time stock price data. It supports SSE streaming via a localhost endpoint and fetches stock prices from API Ninja using a provided API key.","best_when":"Used as a lightweight MCP integration/demo for agent tool use with SSE-style data delivery and external enrichment from weather/stock providers.","avoid_when":"Avoid if you need strong guarantees around uptime, resilience behavior, or well-documented MCP tool schemas/error contracts (not shown in provided materials).","last_evaluated":"2026-04-04T20:01:50.735495+00:00","has_mcp":true,"has_api":false,"auth_methods":["Environment variable API_NINJA_KEY","application.properties api.ninja.key"],"has_free_tier":false,"known_gotchas":["Stock prices rely on API Ninja; tool calls may fail during upstream outages or quota issues (no retry/error guidance shown).","SSE endpoint is localhost-based in the example; remote access/configuration may be required for real deployments.","Multiple Spring MVC/WebFlux branches exist; tool behavior may differ depending on which branch/config is used."],"error_quality":0.0}