Mcp Copilot
What is Mcp Copilot
mcp-copilot is a Meta MCP server designed to seamlessly scale Large Language Models (LLMs) across more than 1000 MCP servers through automatic routing.
Use cases
Use cases for mcp-copilot include chatbots that require high availability, real-time language translation services, and large-scale data analysis tasks.
How to use
To use mcp-copilot, users need to set up the server environment, configure the routing parameters, and deploy their LLMs. The system will automatically manage the distribution of requests across the MCP servers.
Key features
Key features of mcp-copilot include automatic routing for load balancing, scalability to over 1000 MCP servers, and optimized performance for LLMs.
Where to use
mcp-copilot can be used in various fields such as artificial intelligence research, natural language processing applications, and any scenario requiring scalable LLM deployment.
Clients Supporting MCP
The following are the main client software that supports the Model Context Protocol. Click the link to visit the official website for more information.
Overview
What is Mcp Copilot
mcp-copilot is a Meta MCP server designed to seamlessly scale Large Language Models (LLMs) across more than 1000 MCP servers through automatic routing.
Use cases
Use cases for mcp-copilot include chatbots that require high availability, real-time language translation services, and large-scale data analysis tasks.
How to use
To use mcp-copilot, users need to set up the server environment, configure the routing parameters, and deploy their LLMs. The system will automatically manage the distribution of requests across the MCP servers.
Key features
Key features of mcp-copilot include automatic routing for load balancing, scalability to over 1000 MCP servers, and optimized performance for LLMs.
Where to use
mcp-copilot can be used in various fields such as artificial intelligence research, natural language processing applications, and any scenario requiring scalable LLM deployment.
Clients Supporting MCP
The following are the main client software that supports the Model Context Protocol. Click the link to visit the official website for more information.
Content
MCP Server Copilot
A meta Model Context Protocol (MCP) server that seamlessly scales LLMs to 1000+ MCP servers through automatic routing without expose all servers and tools to LLMs directly.
Components
Tools
-
router-servers: Route user query to appropriate MCP servers.query(string, required): User’s query to find relevant servers.top_k(integer, optional): Maximum number of servers to return (default: 5).
-
route-tools: Route user query to appropriate MCP tools across all servers.query(string, required): User’s query to find relevant tools.top_k(integer, optional): Maximum number of tools to return (default: 5).
-
execute-tool: Execute a specific tool on a specific server based on previous routing results.server_name(string, required): Name of the server hosting the tool.tool_name(string, required): Name of the tool to execute.params(object, optional): Parameters to pass to the tool, as a key-value dictionary (default: null or empty object).
Installation
Using uv (recommended)
When using uv no specific installation is needed. We will
use uvx to directly run mcp-server-copilot.
Using PIP
Alternatively you can install mcp-server-copilot via pip:
pip install mcp-server-copilot
After installation, you can run it as a script using:
python -m mcp_server_copilot
Configuration
Copy config/config.sample.json to ~/.config/mcp-server-copilot
Add to your MCP Client settings:
Using uvx
{
"mcpServers": {
"copilot": {
"command": "uvx",
"args": [
"mcp-server-copilot",
"--config",
"~/.config/mcp-server-copilot/config.json"
]
}
}
}Using pip installation
{
"mcpServers": {
"copilot": {
"command": "python",
"args": [
"-m",
"mcp_server_copilot",
"--config",
"~/.config/mcp-server-copilot/config.json"
]
}
}
}TODOs
- [ ] Add Dockerfile
- [ ] Tune prompt and add show cases
- [ ] Manage Servers more easily
- [ ] Add Semantic Routing
- [ ] Add Planning Capabilities
- [ ] Resources & Prompts
Dev Tools Supporting MCP
The following are the main code editors that support the Model Context Protocol. Click the link to visit the official website for more information.
