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Multi-Agent MCP Communication System
This project implements a multi-agent system that communicates with different MCP (Model Control Protocol) servers using Google's Agent-to-Agent protocol. The system consists of multiple specialized agents that can perform different tasks:
- RAG Agent: Handles vector database operations and retrieval
- Web Search Agent: Performs web searches
- Function Call Agent: Executes specific function calls
Project Structure
.
├── agents/
│ ├── __init__.py
│ ├── base_agent.py
│ ├── rag_agent.py
│ ├── web_search_agent.py
│ └── function_call_agent.py
├── protocol/
│ ├── __init__.py
│ └── agent_protocol.py
├── config/
│ ├── __init__.py
│ └── settings.py
├── main.py
├── requirements.txt
└── README.md
Setup
- Install dependencies:
pip install -r requirements.txt
- Set up environment variables:
Create a
.envfile with the following variables:
GOOGLE_APPLICATION_CREDENTIALS=path/to/your/credentials.json
MCP_SERVER_URLS={"rag": "url1", "web_search": "url2", "function_call": "url3"}
- Run the application:
python main.py
Usage
The system can be used by sending requests to the main orchestrator agent, which will coordinate with the specialized agents based on the task requirements.
License
MIT
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Reviews
3.1
(11)
user_KWU82vJS
2025-04-23
The a2a-mcp-project by kadumuri1994 is a fantastic application that streamlines project management tasks seamlessly. The intuitive interface and robust features make it easy to manage projects effectively. Highly recommended for anyone looking to increase productivity and organization in their workflow.
user_c8F8Ngff
2025-04-23
As a dedicated user of the a2a-mcp-project by kadumuri1994, I must say this application is truly impressive. Its intuitive design and robust functionality have significantly improved my project management workflow. I highly recommend it to anyone looking for a reliable MCP solution.
user_iqxeFKOW
2025-04-23
The a2a-mcp-project by kadumuri1994 is an impressive tool that has greatly enhanced my productivity. Its user-friendly interface and robust features make managing projects a seamless experience. Highly recommend this for anyone looking to streamline their workflow!
user_hwnnnJAL
2025-04-23
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user_S5pfykjZ
2025-04-23
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user_amm8dBtC
2025-04-23
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user_yQCuJpSk
2025-04-23
I have been using "a2a-mcp-project" by kadumuri1994 for a while now, and I am thoroughly impressed. The project is well-structured and user-friendly, making it easy to navigate through the various features. This application has significantly improved my workflow and productivity. Highly recommended for anyone looking for a reliable MCP application!
user_tTvO2hqY
2025-04-23
I've been using a2a-mcp-project, created by kadumuri1994, and I'm thoroughly impressed. The seamless integration and user-friendly interface make it a standout choice. It has significantly streamlined my workflow, and the welcome information provided is clear and helpful. Highly recommend this for any MCP application user!
user_cPIHw6Hb
2025-04-23
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user_tNCNE4Co
2025-04-23
I recently used the a2a-mcp-project by kadumuri1994 and found it to be incredibly efficient and user-friendly. As an avid MCP application user, I appreciate the seamless integration and the intuitive interface that this project offers. It has significantly streamlined my workflow and enhanced productivity. Highly recommended for anyone in need of a robust MCP solution.
user_x27ghtwZ
2025-04-23
As a dedicated user of the a2a-mcp-project by kadumuri1994, I must say this tool has significantly improved my workflow. The intuitive design and seamless user experience make it an indispensable asset for my projects. Highly recommend it!