MCPHost 🤖

A CLI host application that enables Large Language Models (LLMs) to interact with external tools through the Model Context Protocol (MCP). Currently supports both Claude 3.5 Sonnet and Ollama models.

Overview 🌟

MCPHost acts as a host in the MCP client-server architecture, where:

• Hosts (like MCPHost) are LLM applications that manage connections and interactions
• Clients maintain 1:1 connections with MCP servers
• Servers provide context, tools, and capabilities to the LLMs

This architecture allows language models to:

• Access external tools and data sources 🛠️
• Maintain consistent context across interactions 🔄
• Execute commands and retrieve information safely 🔒

Features ✨

• Interactive conversations with either Claude 3.5 Sonnet or Ollama models
• Support for multiple concurrent MCP servers
• Dynamic tool discovery and integration
• Tool calling capabilities for both model types
• Configurable MCP server locations and arguments
• Consistent command interface across model types

Installation 📦

go install github.com/mark3labs/mcphost@latest

Configuration ⚙️

1. For Claude access, set your Anthropic API key as an environment variable:

export ANTHROPIC_API_KEY='your-api-key'

2. For Ollama access, ensure you have Ollama installed and running locally with your desired models.

3. MCPHost will automatically create a configuration file at ~/.mcp.json if it doesn't exist. You can also specify a custom location using the --config flag:

{
  "mcpServers": {
    "sqlite": {
      "command": "uvx",
      "args": [
        "mcp-server-sqlite",
        "--db-path",
        "/tmp/foo.db"
      ]
    },
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "/tmp"
      ]
    }
  }
}

Each MCP server entry requires:

• command: The command to run (e.g., uvx, npx)
• args: Array of arguments for the command:
  • For SQLite server: mcp-server-sqlite with database path
  • For filesystem server: @modelcontextprotocol/server-filesystem with directory path

Usage 🚀

Using Claude 3.5 Sonnet

Run the tool with default config location (~/mcp.json):

mcphost

Using Ollama

Run with a specific Ollama model:

mcphost ollama --model mistral

Using a Custom Config File

mcphost --config /path/to/config.json

Available Commands 💻

While chatting, you can use these commands:

• /help: Show available commands
• /tools: List all available tools
• /servers: List configured MCP servers
• /quit: Exit the application
• Ctrl+C: Exit at any time

Requirements 📋

• Go 1.18 or later
• For Claude: An Anthropic API key
• For Ollama: Local Ollama installation with desired models
• One or more MCP-compatible tool servers

MCP Server Compatibility 🔌

MCPHost can work with any MCP-compliant server. For examples and reference implementations, see the MCP Servers Repository.

Contributing 🤝

Contributions are welcome! Feel free to:

• Submit bug reports or feature requests through issues
• Create pull requests for improvements
• Share your custom MCP servers
• Improve documentation

Please ensure your contributions follow good coding practices and include appropriate tests.

License 📄

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

Acknowledgments 🙏

• Thanks to the Anthropic team for Claude and the MCP specification
• Thanks to the Ollama team for their local LLM runtime
• Thanks to all contributors who have helped improve this tool