MCP Server Copilot

by tshu-w

17 302 downloads Not rated yet

GitHub

Other

About

A meta MCP server that seamlessly scales LLMs to 1000+ MCP servers through automatic routing.

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- Automatic routing of queries to relevant MCP servers.
- Automatic routing of queries to specific tools across servers.
- Execution of a chosen tool on a specified server.
- Scalable to over 1,000 MCP servers.
- Configurable top‑k results for routed servers and tools.

Setting up with Highlight

This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:

Download and install Highlight from highlightai.com/download
Navigate to the plugins tab and select "Add Custom Plugin"
Configure the plugin with the settings below

Plugin Name MCP Server Copilot

Command (node, npx, python, etc.)

Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
Enable "Start Automatically" if you want the plugin to start when Highlight launches

Setting up with Cursor

Open Cursor's settings
Navigate to the MCP section
Click "Add new Global MCP server"
Copy and paste the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "mcp server copilot": {
            "copilot": {
                "command": "uvx",
                "args": [
                    "mcp-server-copilot"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "mcp server copilot": {
            "copilot": {
                "command": "uvx",
                "args": [
                    "mcp-server-copilot"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "mcp server copilot": {
            "copilot": {
                "command": "uvx",
                "args": [
                    "mcp-server-copilot"
                ]
            }
        }
    }
}

Setting up with Claude Desktop

Open Claude Desktop's settings
Go to the Integrations tab
Click "Add MCP Server"
Use the configuration below based on your operating system

Note: Make sure Claude Desktop is running before attempting to connect.

JSON

{
    "mcpServers": {
        "mcp server copilot": {
            "copilot": {
                "command": "uvx",
                "args": [
                    "mcp-server-copilot"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "mcp server copilot": {
            "copilot": {
                "command": "uvx",
                "args": [
                    "mcp-server-copilot"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "mcp server copilot": {
            "copilot": {
                "command": "uvx",
                "args": [
                    "mcp-server-copilot"
                ]
            }
        }
    }
}

Setting up with Windsurf

Open Windsurf's preferences
Go to the Integrations section
Click "Add MCP Integration"
Use the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "mcp server copilot": {
            "copilot": {
                "command": "uvx",
                "args": [
                    "mcp-server-copilot"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "mcp server copilot": {
            "copilot": {
                "command": "uvx",
                "args": [
                    "mcp-server-copilot"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "mcp server copilot": {
            "copilot": {
                "command": "uvx",
                "args": [
                    "mcp-server-copilot"
                ]
            }
        }
    }
}

Setting up with Cline

Open Cline's settings
Navigate to the Integrations section
Click "Add MCP Server"
Copy and paste the configuration below based on your operating system

Note: Make sure to restart Cline after adding the configuration.

JSON

{
    "mcpServers": {
        "mcp server copilot": {
            "copilot": {
                "command": "uvx",
                "args": [
                    "mcp-server-copilot"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "mcp server copilot": {
            "copilot": {
                "command": "uvx",
                "args": [
                    "mcp-server-copilot"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "mcp server copilot": {
            "copilot": {
                "command": "uvx",
                "args": [
                    "mcp-server-copilot"
                ]
            }
        }
    }
}

Setting up with Goose

Open Goose's preferences
Go to the Integrations tab
Select "MCP Servers"
Click "Add New Server"
Use the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "mcp server copilot": {
            "copilot": {
                "command": "uvx",
                "args": [
                    "mcp-server-copilot"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "mcp server copilot": {
            "copilot": {
                "command": "uvx",
                "args": [
                    "mcp-server-copilot"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "mcp server copilot": {
            "copilot": {
                "command": "uvx",
                "args": [
                    "mcp-server-copilot"
                ]
            }
        }
    }
}

From the repository

Copy config/config.sample.json to ~/.config/mcp-server-copilot

Add to your MCP Client settings:

<details>
<summary>Using uvx</summary>

{
  "mcpServers": {
    "copilot": {
      "command": "uvx",
      "args": ["mcp-server-copilot", "--config", "~/.config/mcp-server-copilot/config.json"]
    }
  }
}

</details>

<details>
<summary>Using pip installation</summary>

{
  "mcpServers": {
    "copilot": {
      "command": "python",
      "args": ["-m", "mcp_server_copilot", "--config", "~/.config/mcp-server-copilot/config.json"]
    }
  }
}

</details>

`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.

`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).

- 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).

Claude Desktop / Cursor

Paste into your MCP client config file to install this server.

{
    "mcpServers": {
        "mcp server copilot": {
            "copilot": {
                "command": "uvx",
                "args": [
                    "mcp-server-copilot"
                ]
            }
        }
    }
}

McpServers

{
    "copilot": {
        "command": "uvx",
        "args": [
            "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.

<p align="center">
mcp_copilot
</p>

Components

Tools

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:

<details>
<summary>Using uvx</summary>

{
  "mcpServers": {
    "copilot": {
      "command": "uvx",
      "args": ["mcp-server-copilot", "--config", "~/.config/mcp-server-copilot/config.json"]
    }
  }
}

</details>

<details>
<summary>Using pip installation</summary>

{
  "mcpServers": {
    "copilot": {
      "command": "python",
      "args": ["-m", "mcp_server_copilot", "--config", "~/.config/mcp-server-copilot/config.json"]
    }
  }
}

</details>

TODOs

- [ ] Add Dockerfile
- [ ] Tune prompt and add show cases
- [ ] Manage Servers more easily
- [ ] Add Semantic Routing
- [ ] Add Planning Capabilities
- [ ] Resources & Prompts

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About

Explore

Setting up with Highlight

From the repository

router-servers

query

top_k

route-tools

execute-tool

server_name

tool_name

params

Claude Desktop / Cursor

McpServers

Components

Tools

Installation

Using uv (recommended)

Using PIP

Configuration

TODOs

More like this

Sequential Thinking

Filesystem

EverArt

Google Drive

`router-servers`

`query`

`top_k`

`route-tools`

`execute-tool`

`server_name`

`tool_name`

`params`