Supavec MCP Server
Fetch relevant content from Supavec, a vector database service.
Supavec MCP Server
A Model Context Protocol (MCP) server that enables AI assistants to fetch relevant embeddings and content from Supavec.
Features
- 🔍 Fetch Embeddings: Search and retrieve relevant content from Supavec files using embeddings
- 🤖 AI Integration: Works with Cursor, Claude, VS Code Copilot, and other MCP-compatible tools
- 🔑 Flexible Authentication: Support for both command-line arguments and environment variables
- ⚡ Easy Setup: One-command installation via npx
Installation
Quick Start with npx (Recommended)
No installation required! Use directly with npx:
npx @supavec/mcp-server --api-key your_api_key
Global Installation
npm install -g @supavec/mcp-server
supavec-mcp --api-key your_api_key
Configuration
Cursor
Add to your .cursor/mcp.json:
{
"mcpServers": {
"supavec": {
"command": "npx",
"args": [
"-y",
"@supavec/mcp-server@latest",
"--api-key",
"your_supavec_api_key"
]
}
}
}
VS Code (Copilot)
Add to your .vscode/mcp.json:
{
"servers": {
"supavec": {
"command": "npx",
"args": [
"-y",
"@supavec/mcp-server@latest",
"--api-key",
"your_supavec_api_key"
]
}
}
}
Claude Desktop
Add to your Claude configuration:
{
"mcpServers": {
"supavec": {
"command": "npx",
"args": [
"-y",
"@supavec/mcp-server@latest",
"--api-key",
"your_supavec_api_key"
]
}
}
}
Environment Variables
Alternatively, set your API key as an environment variable:
export SUPAVEC_API_KEY=your_supavec_api_key
Then use in your MCP configuration without the --api-key argument:
{
"mcpServers": {
"supavec": {
"command": "npx",
"args": ["-y", "@supavec/mcp-server@latest"]
}
}
}
Authentication
Get Your API Key
- Visit Supavec
- Sign up or log in to your account
- Navigate to your API settings
- Generate a new API key
Usage Priority
The server checks for API keys in this order:
--api-keycommand line argument (highest priority)SUPAVEC_API_KEYenvironment variable
Available Tools
fetch-embeddings
Fetch embeddings for a file by ID and query.
Parameters:
file_id(string, required): ID of the file to get embeddings forquery(string, required): Query to search for in the file
Example:
Ask your AI assistant: "Using Supavec, find information about 'authentication' in file abc123"
list-user-files
List all files uploaded to Supavec for the current user.
Parameters:
limit(number, optional): Number of files to fetch (default: 10)offset(number, optional): Offset for pagination (default: 0)order_dir(string, optional): Order direction for results - "asc" or "desc" (default: "desc")
Example:
Ask your AI assistant: "List my Supavec files" or "Show me the first 20 files from my Supavec account"
Response includes:
- File ID and name
- File type and creation date
- Team ID
- Pagination information
Command Line Usage
Help
supavec-mcp --help
With API Key
supavec-mcp --api-key your_api_key_here
With Environment Variable
export SUPAVEC_API_KEY=your_api_key_here
supavec-mcp
Examples
Using with Cursor
- Configure Supavec MCP in
.cursor/mcp.json - Open Cursor and start a new chat
- Ask: "Search for 'database setup' information in my Supavec file xyz789"
- The AI will use the Supavec MCP to fetch relevant content
Using with Claude
- Configure Supavec MCP in Claude settings
- In a conversation, ask: "Find documentation about API endpoints in file abc123"
- Claude will search your Supavec files and return relevant information
Troubleshooting
Common Issues
"Error: Supavec API key is required"
- Ensure you've provided an API key via
--api-keyorSUPAVEC_API_KEYenvironment variable
"Failed to fetch data: status 401"
- Your API key may be invalid or expired. Check your Supavec account settings
"Failed to fetch data: status 404"
- The file ID may not exist or you may not have access to it
Debug Mode
Run with environment variables to see more details:
DEBUG=1 supavec-mcp --api-key your_key
Development
Requirements
- Node.js 16.0.0 or higher
- TypeScript
Setup
git clone https://github.com/supavec/mcp-server.git
cd supavec-mcp-server
npm install
npm run build
Testing
# Test with MCP Inspector
npm run inspector
# Test command line
npm run build
node build/index.js --help
Contributing
- Fork the repository
- Create a feature branch:
git checkout -b feature-name - Make your changes and add tests
- Commit your changes:
git commit -am 'Add feature' - Push to the branch:
git push origin feature-name - Submit a pull request
License
MIT License - see LICENSE for details.
Support
Related
相關伺服器
Data Pilot (Snowflake)
A comprehensive Model Context Protocol (MCP) server for interacting with Snowflake using natural language and AI.
Keboola MCP Server
An MCP server for interacting with the Keboola Connection data platform.
OSV
Access the OSV (Open Source Vulnerabilities) database for vulnerability information. Query vulnerabilities by package version or commit, batch query multiple packages, and get detailed vulnerability information by ID.
Strapi MCP
An MCP server for Strapi CMS, providing access to content types and entries through the MCP protocol.
Michelin MCP
Access structured Michelin restaurant data, including cities, countries, cuisines, awards, and facilities.
Database Server
A Model Context Protocol (MCP) server that provides multi-database query execution capabilities with support for SQLite, PostgreSQL, and MySQL databases. Includes a built-in Web UI for managing database connections.
AnalyticDB for MySQL
An interface for AI agents to interact with AnalyticDB for MySQL databases, allowing them to retrieve metadata and execute SQL operations.
Kintone Lite
A lightweight server to connect AI assistants with Kintone applications and data.
air-Q
Allows easy local access to air-Q devices for retrieving air quality data
OrionBelt Analytics
Analyzes relational database schemas (PostgreSQL, Snowflake, and Dremio) and automatically generates comprehensive ontologies in RDF/Turtle format with direct SQL mappings.