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
관련 서버
JinaAI Search
Efficient web search optimized for LLM-friendly content using the Jina AI API.
Northwestern Digital Collections API MCP
Agent integration with the Northwestern University Libraries Digital Collections API
Jina AI Search
Access Jina AI's Search Foundation APIs for web search, news search, and more, tailored for LLMs.
Banana Prompts MCP Server
MCP server that allows you to search for high-quality AI art prompts directly from Banana Prompts (bananaprompts.fun).
Scavio AI
Real-time search API for AI agents. Search Google, Amazon, Walmart, and YouTube with 9 tools -- product search, product details, video search, transcripts, and more. Build price comparison agents, retail arbitrage tools, content research pipelines, and brand monitors. 500 free credits/month.
Fabric Marketplace
An agent-native marketplace API where any participant ("Node") can publish allocatable resources, search for what they need, negotiate structured offers, and exchange contact details after mutual acceptance.
Korea Tourism API MCP Server
Search for South Korean tourism information, including festivals, temples, and restaurants, using the official Korea Tourism Organization API.
NS Travel Information MCP Server
Access real-time travel information for the Dutch railways (NS).
General MCP Server
An MCP server providing search capabilities for Reddit, YouTube, and Twitter.
Find BGM
Finds background music for YouTube shorts by analyzing script content and recommending tracks from YouTube Music.