Mantic.sh is a code search engine built as an MCP server, designed specifically for AI agents and developer tools like Cursor and VS Code. It prioritizes semantic relevance over raw speed by combining keyword matching with neural embeddings via transformers.js to find conceptually relevant code. The tool integrates directly with Claude Desktop and supports semantic reranking for hybrid retrieval.