{"id":"mantic-sh","name":"Mantic.sh","af_score":81.2,"security_score":80.0,"reliability_score":null,"what_it_does":"Context-aware structural code search engine that prioritizes relevance over raw speed. Analyzes file structure, paths, and metadata rather than file contents to help AI agents and developers find relevant code files. Includes go-to-definition, find-references, impact analysis, and session-based context carryover.","best_when":"You need AI agents to intelligently discover relevant files in large codebases using intent-based queries rather than exact string matching, especially in monorepos with 100K+ files.","avoid_when":"You need fast exact string matching or content-level search -- ripgrep is faster for that. Overkill for small projects where a simple grep suffices.","last_evaluated":"2026-03-01T09:50:05.820059+00:00"}