{"id":"ai-spark-mcp-server","name":"ai-spark-mcp-server","af_score":80.5,"security_score":56.5,"reliability_score":47.5,"what_it_does":"This project implements a Model Context Protocol (MCP) server and client for optimizing Apache Spark code. The system provides intelligent code optimization suggestions and performance analysis through a client-server architecture.","best_when":null,"avoid_when":null,"last_evaluated":"2026-03-21T22:57:35.024048+00:00","has_mcp":true,"has_api":true,"auth_methods":["api_key"],"has_free_tier":false,"known_gotchas":[],"error_quality":null}