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Bee Agent Framework Integration with MCP Gateway

The Bee Agent Framework is an open-source platform developed by IBM for building, deploying, and managing AI agents at scale. Integrating Bee with the Model Context Protocol (MCP) allows agents to dynamically discover and utilize tools hosted on MCP servers, enhancing their capabilities and flexibility.

🧰 Key Features

  • Dynamic Tool Discovery: Agents can fetch available tools from MCP servers in real-time.
  • Standardized Communication: Utilizes the open MCP standard for consistent tool integration.
  • Multi-Server Support: Interact with tools defined on multiple MCP servers simultaneously.
  • Human-in-the-Loop: Incorporate human feedback into agent workflows for improved decision-making.

🛠 Installation

To use MCP tools in the Bee Agent Framework, follow these steps:

  1. Clone the Bee Agent Framework Repository:

bash git clone https://github.com/i-am-bee/bee-agent-framework.git cd bee-agent-framework

  1. Install Dependencies:
yarn install
  1. Set Up the Environment:

Ensure you have Node.js and Yarn installed. You may also need to set environment variables for your MCP server:

export MCP_GATEWAY_BASE_URL=http://localhost:4444
export MCP_AUTH="Bearer <your_bearer_token>"

🔗 Connecting to MCP Gateway

Bee provides a native MCPTool class to simplify integration with MCP servers. Here's how to set it up:

  1. Import the MCPTool Class:
import { MCPTool } from 'bee-agent-framework/tools/mcp';
  1. Configure the MCPTool:
const mcpTool = new MCPTool({
  baseUrl: process.env.MCP_GATEWAY_BASE_URL,
  auth: {
    username: process.env.MCP_AUTH_USER,
    password: process.env.MCP_AUTH_PASS,
  },
});
  1. Register the Tool with Your Agent:
agent.registerTool(mcpTool);

This setup allows your Bee agent to discover and invoke tools from the specified MCP server dynamically.

🤖 Creating an Agent

After setting up the MCPTool, you can create a Bee agent:

import { Agent } from 'bee-agent-framework';

const agent = new Agent({
  name: 'Data Analyst',
  tools: [mcpTool],
});

🧪 Using the Agent

Once the agent is created, you can assign tasks and execute them:

agent.runTask('Generate a sales report for Q1 2025');

The agent will utilize tools from the MCP server to accomplish the task.

📚 Additional Resources