{"id":"contextplus","name":"Context+","af_score":63.2,"security_score":55.0,"reliability_score":null,"what_it_does":"An MCP server that transforms codebases into searchable, hierarchical feature graphs by combining Tree-sitter AST parsing (43 languages), spectral clustering, and Obsidian-style wikilink navigation. Provides 11 MCP tools for structural analysis, semantic code search, blast radius tracing, static analysis, and safe code modification with shadow restore points.","best_when":"You are working with large, multi-language codebases and want AI agents to have deep structural understanding including AST parsing, semantic clustering, and safe modification capabilities with undo support.","avoid_when":"You have a small project where grep/ripgrep suffices, or you cannot run Ollama locally for embeddings. The dependency on a local LLM runtime adds setup friction.","last_evaluated":"2026-03-01T09:50:05.442056+00:00"}