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securityA
license-
qualityA server for task orchestration and coordination, facilitating task management with dependencies, multi-instance collaboration, and persistent task tracking.
Last updated -
7
17
JavaScript
MIT License
Used to build the web interface for monitoring agent status and tracking connected agents in the MCP server implementation
Provides the core runtime environment for both the MCP server and agent implementations, supporting both centralized and peer-to-peer communication models
A2A ⚡ MCP Agents
This project demonstrates two different approaches to agent communication:
- Master Control Program (MCP) - A centralized server-based approach where agents communicate through a central server
- Agent-to-Agent (A2A) - A decentralized peer-to-peer approach where agents communicate directly with each other
Installation
- Create and activate a virtual environment:
- Install dependencies:
Usage
MCP Server and Agents
- Start the MCP server:
- In separate terminals, start one or more MCP agents:
The MCP server will track all connected agents and their status. You can view the status by opening http://localhost:5000 in your browser.
A2A (Agent-to-Agent) Network
- Start the first A2A agent:
- Start additional A2A agents, connecting them to existing agents:
A2A agents will automatically discover other agents through their initial peers. You can type messages in any agent's terminal to broadcast them to all connected agents.
Architecture
MCP (Master Control Program)
- Centralized server that tracks all agents
- Agents register with the server and maintain connection through heartbeats
- Server provides a web interface to monitor agent status
- Simple and reliable but has a single point of failure
A2A (Agent-to-Agent)
- Decentralized peer-to-peer network
- Agents connect directly to each other
- Messages are flooded through the network
- More resilient but requires more complex coordination
- No single point of failure
Project Structure
Contributing
Feel free to submit issues and pull requests to improve the demonstration.
This server cannot be installed
hybrid server
The server is able to function both locally and remotely, depending on the configuration or use case.
A centralized server that tracks and manages connected agents, providing a web interface to monitor their status while enabling agent communication through a central point.
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