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Simple Files Vectorstore

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Provides semantic search across local files by creating vector embeddings from watched directories.

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@lishenxydlgzs/simple-files-vectorstore

A Model Context Protocol (MCP) server that provides semantic search capabilities across files. This server watches specified directories and creates vector embeddings of file contents, enabling semantic search across your documents.

MCP Tools

This server provides the following MCP tools:

1. search

Perform semantic search across indexed files.

Parameters:

  • query (required): The search query string
  • limit (optional): Maximum number of results to return (default: 5, max: 20)

Example response:

[
  {
    "content": "matched text content",
    "source": "/path/to/file",
    "fileType": "markdown",
    "score": 0.85
  }
]

2. get_stats

Get statistics about indexed files.

Parameters: None

Example response:

{
  "totalDocuments": 42,
  "watchedDirectories": ["/path/to/docs"],
  "processingFiles": []
}

Features

  • Real-time file watching and indexing
  • Semantic search using vector embeddings
  • Support for multiple file types
  • Configurable chunk size and overlap
  • Background processing of files
  • Automatic handling of file changes and deletions

Repository

GitHub Repository