{"id":"mcp-kubernetes","name":"mcp-kubernetes","af_score":64.0,"security_score":49.0,"reliability_score":47.5,"what_it_does":"The mcp-kubernetes is a Model Context Protocol (MCP) server that enables AI assistants to interact with Kubernetes clusters. It serves as a bridge between AI tools (like Claude, Cursor, and GitHub Copilot) and Kubernetes, translating natural language requests into Kubernetes operations and returning the results in a format the AI tools can understand.","best_when":null,"avoid_when":null,"last_evaluated":"2026-03-21T22:40:23.420376+00:00","has_mcp":true,"has_api":true,"auth_methods":[],"has_free_tier":false,"known_gotchas":[],"error_quality":null}