AutoGen MCP Server

An MCP server that provides integration with Microsoft's AutoGen framework, enabling multi-agent conversations through a standardized interface. This server allows you to create and manage AI agents that can collaborate and solve problems through natural language interactions.

Features

Create and manage AutoGen agents with customizable configurations
Execute one-on-one conversations between agents
Orchestrate group chats with multiple agents
Configurable LLM settings and code execution environments
Support for both assistant and user proxy agents
Built-in error handling and response validation

Installation

Clone the repository:

git clone https://github.com/yourusername/autogen-mcp.git
cd autogen-mcp

Install dependencies:

pip install -e .

Configuration

Environment Variables

Copy .env.example to .env:

cp .env.example .env

Configure the environment variables:

# Path to the configuration file
AUTOGEN_MCP_CONFIG=config.json

# OpenAI API Key (optional, can also be set in config.json)
OPENAI_API_KEY=your-openai-api-key

Server Configuration

Copy config.json.example to config.json:

cp config.json.example config.json

Configure the server settings:

{
  "llm_config": {
    "config_list": [
      {
        "model": "gpt-4",
        "api_key": "your-openai-api-key"
      }
    ],
    "temperature": 0
  },
  "code_execution_config": {
    "work_dir": "workspace",
    "use_docker": false
  }
}

Available Operations

The server supports three main operations:

1. Creating Agents

{
  "name": "create_agent",
  "arguments": {
    "name": "tech_lead",
    "type": "assistant",
    "system_message": "You are a technical lead with expertise in software architecture and design patterns."
  }
}

2. One-on-One Chat

{
  "name": "execute_chat",
  "arguments": {
    "initiator": "agent1",
    "responder": "agent2",
    "message": "Let's discuss the system architecture."
  }
}

3. Group Chat

{
  "name": "execute_group_chat",
  "arguments": {
    "agents": ["agent1", "agent2", "agent3"],
    "message": "Let's review the proposed solution."
  }
}

Error Handling

Common error scenarios include:

Agent Creation Errors

{
  "error": "Agent already exists"
}

Execution Errors

{
  "error": "Agent not found"
}

Configuration Errors

{
  "error": "AUTOGEN_MCP_CONFIG environment variable not set"
}

Architecture

The server follows a modular architecture:

src/
├── autogen_mcp/
│   ├── __init__.py
│   ├── agents.py      # Agent management and configuration
│   ├── config.py      # Configuration handling and validation
│   ├── server.py      # MCP server implementation
│   └── workflows.py   # Conversation workflow management

License

MIT License - See LICENSE file for details

This server cannot be installed

security - not tested

license - permissive license

quality - not tested

How are these scores calculated?

hybrid server

The server is able to function both locally and remotely, depending on the configuration or use case.

An MCP server that provides integration with Microsoft's AutoGen framework, enabling multi-agent conversations through a standardized interface.

Related MCP Servers

MCP Atlassian
samwang0723
-
security
F
license
-
quality
An MCP server that enables AI agents to interact with Atlassian products (Confluence and Jira) for content management, issue tracking, and project management through a standardized interface.
Last updated -
2
TypeScript
Managed Service for Microsoft Active Directory API Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP (Multi-Agent Conversation Protocol) server that enables interaction with Google's Managed Service for Microsoft Active Directory through its OpenAPI, allowing users to manage identity resources through natural language.
Last updated -
Python
Cloud Translation API MCP Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP (Multi-Agent Conversation Protocol) Server that enables AI agents to interact with Google's Cloud Translation API for translating text between languages.
Last updated -
Python
Google Docs API MCP Server
ag2-mcp-servers
-
security
F
license
-
quality
An MCP (Multi-Agent Conversation Protocol) Server that enables AI agents to interact with Google Docs via natural language, automatically generated using AG2's MCP builder.
Last updated -
Python

View all related MCP servers

AutoGen MCP Server