Files-DB
Provides a local vector database system for semantic code search with zero-configuration setup, real-time file monitoring, and incremental indexing to help developers navigate large codebases efficiently.
About
Files-DB-MCP is a local vector database system that provides LLM coding agents with semantic search capabilities for software projects through the Message Control Protocol. It features zero-configuration setup with automatic project type detection, real-time file monitoring, incremental indexing for performance optimization, and direct Claude Code integration. The implementation uses Qdrant for vector storage and Hugging Face models for code embeddings, with support for SSE streaming updates and configurable embedding models. Particularly valuable for developers working with large codebases who need AI assistants to quickly understand and reference their code without context switching.
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