simple-files-vectorstore

simple-files-vectorstore

21

The Simple Files Vectorstore is an MCP server designed to enable semantic search across file contents by creating vector embeddings. It supports real-time watching and indexing of files, allowing for efficient search and various configurations.

Overview

  • Project: Simple Files Vectorstore
  • Description: A Model Context Protocol (MCP) server that provides semantic search capabilities across files by watching specified directories and creating vector embeddings of file contents.
  • Installation & Usage: Configure in the MCP settings file and set environment variables to specify watched directories.
  • Features:
    • Real-time file watching and indexing
    • Semantic search using vector embeddings
    • Support for multiple file types
    • Configurable chunk size and overlap
    • Background processing and automatic handling of file changes.
  • MCP Tools:
    • search: Perform semantic search.
    • get_stats: Get statistics about indexed files.