Search for MCP servers based on natural language queries
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Compass is a discovery and recommendation service that helps you explore Model Context Protocol servers. It acts as a smart guide that helps AI assistants find and understand available MCP services based on natural language queries, making it easier to discover and utilize the right tools for specific tasks. With Compass, you can search for MCP services using natural language, get detailed metadata about each service, and stay up-to-date with the latest MCP services. It's designed to simplify the process of finding the right MCP server for your specific needs, enhancing the capabilities of your AI assistant.
Compass is a discovery and recommendation service for Model Context Protocol (MCP) servers. It helps AI assistants find and understand available MCP services through natural language queries, making it easier to discover and utilize the right tools for specific tasks.
You can install Compass in two ways:
This method allows you to use the latest version without manually cloning the repository.
Edit your AI assistant's configuration file:
For Claude Desktop:
~/Library/Application Support/Claude/claude_desktop_config.json
%AppData%\Claude\claude_desktop_config.json
Add the following configuration:
{
"mcpServers": {
"mcp-compass": {
"command": "npx",
"args": [
"-y",
"@liuyoshio/mcp-compass"
]
}
}
}
If you prefer to clone the repository and run it locally:
Clone the repository:
git clone https://github.com/liuyoshio/mcp-compass.git
Navigate to the repository directory:
cd mcp-compass
Install dependencies:
pnpm install
Build the project:
pnpm build
Edit your AI assistant's configuration file to point to your local build:
{
"mcpServers": {
"mcp-compass": {
"command": "node",
"args": [
"/path/to/repo/build/index.js"
]
}
}
}
Once installed, you can use Compass through your AI assistant by asking questions about MCP servers. For example:
Compass will interpret your query and provide recommendations for relevant MCP servers along with details about their capabilities.
You can also explore MCP servers directly through the Compass web interface at https://mcphub.io/, which provides a user-friendly way to discover and learn about available MCP services.