Local search engine for AI coding agent conversation history across 11 tools using SQLite FTS5 and vector-based KNN. Enables developers to index, search, and retrieve past conversations from Claude Code, Cursor, and other AI coding assistants.
Callimachus is an MCP server that creates a local, searchable index of your AI coding agent conversation history across 11 different tools including Claude Code, Codex, Cursor, and more. It combines SQLite full-text search (FTS5) with on-device vector KNN (k-nearest neighbors) for hybrid search capabilities, allowing you to quickly find relevant past conversations and project context.
1. Clone the repository from GitHub (BetaBotsLLC/callimachus). 2. Install dependencies using Rust toolchain (indicated by the 🦀 emoji). 3. Configure the MCP server connection in your Claude or supported AI tool. 4. Point the tool to your AI conversation history directories. 5. Run the indexing process to build your searchable database.
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