What is Meta Mcp Server

The meta-mcp-server is a meta server designed to orchestrate and leverage multiple MCP servers and tools based on user requests. It acts as an intermediary layer that analyzes user inputs and coordinates the execution of various tools to fulfill those requests.

Use cases

Use cases include extracting data from various sources, generating visualizations, automating data processing tasks, and enhancing user interaction with multiple MCP tools through a single interface.

How to use

To use the meta-mcp-server, clone the repository, install the necessary dependencies, configure environment variables, and start the server. It exposes a REST API that accepts user requests and routes them to the appropriate MCP tools.

Key features

Key features include request analysis to understand user intent, tool discovery to maintain a registry of available MCP tools, orchestration to create execution plans involving multiple MCP servers, and tool recommendation for suggesting new tools when gaps are identified.

Where to use

The meta-mcp-server can be utilized in fields that require orchestration of multiple data processing tools, such as data analysis, machine learning, and automation of workflows across different MCP servers.

Meta MCP Server

A meta server for orchestrating and leveraging multiple MCP servers and tools based on user requests.

Overview

This project serves as an orchestration layer between users and various Model Control Protocol (MCP) servers and tools. It analyzes user requests, determines the appropriate tools needed, and coordinates their execution to fulfill the request.

Key Features

• Request Analysis: Parses and understands user requests to determine intent
• Tool Discovery: Maintains a registry of available MCP tools and their capabilities
• Orchestration: Creates execution plans that may involve multiple MCP servers
• Tool Recommendation: Suggests creation of new tools when gaps are identified

Quick Start

For a quick setup and usage guide, please refer to the QUICKSTART.md file.

Getting Started

Prerequisites

• Node.js v18 or higher
• Access to one or more MCP servers/tools

Installation

# Clone the repository
git clone https://github.com/infinitimeless/meta-mcp-server.git
cd meta-mcp-server

# Install dependencies
npm install

# Configure environment variables
cp .env.example .env
# Edit .env with your settings

# Start the server
npm start

Usage

The server exposes a REST API that accepts user requests and routes them to the appropriate MCP tools.

# Example request using curl
curl -X POST http://localhost:3000/api/request \
  -H "Content-Type: application/json" \
  -d '{"query": "Extract data from sales.csv and create a bar chart visualization"}'

Architecture

The system consists of the following components:

1. Request Analyzer: Parses user input to determine intent and required capabilities
2. MCP Registry: Maintains a catalog of all available MCP servers and tools
3. Orchestration Engine: Creates and executes workflows involving multiple tools
4. Tool Recommender: Suggests new tools when gaps are identified

Troubleshooting

If you encounter any issues during installation or running the server, check the following:

1. Make sure you’re using Node.js v18 or higher
2. Ensure all dependencies are properly installed with npm install
3. Check the logs in the console or error.log file for specific error messages
4. Verify that the .env file has the correct configuration

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

License

This project is licensed under the MIT License - see the LICENSE file for details.