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AI Agent Integration

Guide for integrating generated MCP servers with various AI agents and platforms.

MCP Protocol Support​

Generated MCP servers are compatible with any MCP-enabled AI agent:

  • Claude Desktop: Direct MCP server integration
  • Custom Agents: LangGraph, LangChain, or custom implementations
  • Platform Integration: Backstage plugins, VS Code extensions

OpenAI Function Calling​

Generated tools are optimized for OpenAI function calling:

import openai
from mcp_petstore.server import get_tool_definitions

# Get OpenAI-compatible tool definitions
tools = get_tool_definitions()

response = openai.ChatCompletion.create(
    model="gpt-4",
    messages=[{"role": "user", "content": "List available pets"}],
    functions=tools,
    function_call="auto"
)

LangGraph Integration​

The generated agents use LangGraph React patterns for robust tool orchestration and error handling.

Integration documentation in progress. See examples for working implementations.