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MultiAgent-with-A2A-and-MCP-Server

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by jazilkalim

Overview

Implements a multi-agent customer service system using Google's Agent-to-Agent (A2A) protocol and Model Context Protocol (MCP) for coordinating specialized AI agents to handle customer queries and manage data.

Installation

Run Command
python assignment5_fixed_complete.py

Environment Variables

  • GOOGLE_API_KEY
  • GOOGLE_CLOUD_PROJECT
  • GOOGLE_CLOUD_LOCATION

Security Notes

The system primarily operates locally, reducing external network exposure. Database interactions via MCP tools utilize parameterized SQL queries, effectively preventing SQL injection. Customer data updates are filtered to a whitelist of allowed fields. The main risk involves the LLM generating malicious tool calls, but the tools themselves implement safeguards.

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Stats

Interest Score0
Security Score9
Cost ClassMedium
Avg Tokens800
Stars0
Forks0
Last Update2025-12-01

Tags

Multi-agentCustomer ServiceA2A ProtocolMCP ProtocolLLM IntegrationDatabase Management