Intelligent Multi-MCP Orchestration

Connect, Route, and Orchestrate Your MCPs

A central MCP server that intelligently routes queries to multiple MCP servers with AI-powered or rule-based routing. No API key required to get started.

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Multi-MCP Connection
AI-Powered Routing

Powerful Features

Everything you need to orchestrate multiple MCP servers efficiently

Multi-MCP Connection

Connect to multiple MCP servers simultaneously and leverage all their capabilities in one unified interface.

AI-Powered Routing

Uses LLM to intelligently route queries to the most appropriate MCP and tool. Works with OpenAI or Anthropic.

Intelligent Routing

Analyzes query intent and automatically determines which MCP servers to call for optimal results.

Async Execution

Parallel execution of multiple MCP calls for faster responses and improved performance.

Tool Discovery

Automatically discovers and indexes all available tools from connected MCP servers.

Fallback Support

Automatically falls back to rule-based routing if AI routing fails or is unavailable. No API key required.

How It Works

Simple yet powerful architecture for intelligent query routing

👤

User Query

Your question or command

🎯

Master MCP Server

Query Analyzer

Analyzes intent and context

MCP Router

Selects optimal MCP & tool

🔌

MCP Router

🔌

MCP Coding

🔌

MCP Memory

🔌

MCP Tools

✨

Unified Response

Aggregated result from multiple MCPs

AI-Powered Routing

  • ✓Uses LLM for intelligent decisions
  • ✓Supports OpenAI & Anthropic
  • ✓Best for complex queries

Rule-Based Routing

  • ✓No API key required
  • ✓Fast keyword matching
  • ✓Works out-of-the-box

Installation

Get started with Master MCP in minutes

Quick Start

1. Clone the Repository

git clone https://github.com/ashcastelinocs124/master-mcp.git
cd master-mcp

2. Install Dependencies

pip install -r requirements.txt

3. Run the CLI

python src/cli.py

Optional: AI-Powered Routing

Master MCP works out-of-the-box with rule-based routing. For enhanced AI-powered routing, set an API key:

# OpenAI (default)\nexport OPENAI_API_KEY=your_key_here\n\n# Or use Anthropic\nexport ANTHROPIC_API_KEY=your_key_here\nexport MASTER_MCP_AI_PROVIDER=anthropic

Cursor IDE Integration

Use Master MCP directly in Cursor with the @master-mcp command:

→@master-mcp query_mcp "What model should I use?"
→@master-mcp list_mcps
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