Provides LLM coding agents with vector search capabilities for software projects via the Message Control Protocol (MCP).
Files-DB is a local vector database system designed to enhance LLM coding agents with fast and efficient search capabilities for software projects. Operating through the Message Control Protocol (MCP), it automatically detects project structures, monitors file changes in real-time, and employs semantic vector search using open-source Hugging Face models for code embeddings. It's designed for zero configuration and seamless integration with tools like Claude Code, caching models for quick subsequent startups.