cqs

Code intelligence and RAG for AI agents. Semantic search, call graphs, impact analysis, type dependencies, and smart context assembly — in single tool calls. 54 languages + L5X/L5K PLC exports. 69.8% R@5 / 43.6% R@1 / 83.5% R@20 on v3.v2 dual-judge code-search (218 queries, EmbeddingGemma-300m default with per-category SPLADE α; 2026-07-03 snapshot, scoring unchanged through v1.54.0). Daemon mode (3-19ms queries). MCP server (`cqs mcp`, 30 read tools, full input+output schemas). Local-first, GPU-accelerated.