Simple Files Vectorstore
Provides semantic search across local files by creating vector embeddings from watched directories.
@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.
Installation & Usage
Add to your MCP settings file:
{
"mcpServers": {
"files-vectorstore": {
"command": "npx",
"args": [
"-y",
"@lishenxydlgzs/simple-files-vectorstore"
],
"env": {
"WATCH_DIRECTORIES": "/path/to/your/directories"
},
"disabled": false,
"autoApprove": []
}
}
}
MCP settings file locations:
- VSCode Cline Extension:
~/Library/Application Support/Code/User/globalStorage/saoudrizwan.claude-dev/settings/cline_mcp_settings.json - Claude Desktop App:
~/Library/Application Support/Claude/claude_desktop_config.json
Configuration
The server requires configuration through environment variables:
Required Environment Variables
You must specify directories to watch using ONE of the following methods:
WATCH_DIRECTORIES: Comma-separated list of directories to watchWATCH_CONFIG_FILE: Path to a JSON configuration file with awatchListarray
Example using WATCH_DIRECTORIES:
{
"mcpServers": {
"files-vectorstore": {
"command": "npx",
"args": [
"-y",
"@lishenxydlgzs/simple-files-vectorstore"
],
"env": {
"WATCH_DIRECTORIES": "/path/to/dir1,/path/to/dir2"
},
"disabled": false,
"autoApprove": []
}
}
}
Example using WATCH_CONFIG_FILE:
{
"mcpServers": {
"files-vectorstore": {
"command": "npx",
"args": [
"-y",
"@lishenxydlgzs/simple-files-vectorstore"
],
"env": {
"WATCH_CONFIG_FILE": "/path/to/watch-config.json"
},
"disabled": false,
"autoApprove": []
}
}
}
The watch config file should have the following structure:
{
"watchList": [
"/path/to/dir1",
"/path/to/dir2",
"/path/to/specific/file.txt"
]
}
Optional Environment Variables
CHUNK_SIZE: Size of text chunks for processing (default: 1000)CHUNK_OVERLAP: Overlap between chunks (default: 200)IGNORE_FILE: Path to a .gitignore style file to exclude files/directories based on patterns
Example with all optional parameters:
{
"mcpServers": {
"files-vectorstore": {
"command": "npx",
"args": [
"-y",
"@lishenxydlgzs/simple-files-vectorstore"
],
"env": {
"WATCH_DIRECTORIES": "/path/to/dir1,/path/to/dir2",
"CHUNK_SIZE": "2000",
"CHUNK_OVERLAP": "500",
"IGNORE_FILE": "/path/to/.gitignore"
},
"disabled": false,
"autoApprove": []
}
}
}
MCP Tools
This server provides the following MCP tools:
1. search
Perform semantic search across indexed files.
Parameters:
query(required): The search query stringlimit(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
Verwandte Server
ProPublica MCP Server
Search and analyze nonprofit organizations' Form 990 data using ProPublica's Nonprofit Explorer API.
Powertools for AWS MCP
Search the Powertools for AWS Lambda documentation across multiple runtimes to find documentation and examples.
BigGo MCP Server
A server for product search, price history tracking, and specification search using the BigGo API.
bbox-mcp-server
Bounding box coordinate conversion, EPSG projections, H3 indexing, Overpass OSM queries, and shareable map links
MCP Research Friend
Research tools, including a Sqlite-backed document stash
Esports Events
Get the latest information about esports matches. 50+ supported games: Counter-Strike, Valorant, League of Legends, Rocket League, ...
Librarian
A server to query Wikipedia and automatically fact-check information for any LLM with a compatible MCP client.
Scholarly
Search for academic articles using scholarly vendors.
Teleport Documentation
Search and query Teleport's documentation using embeddings stored in a local Chroma vector database.
Agora MCP
Search and buy products across thousands of online stores using the SearchAgora universal product search engine.