R2R FastMCP Server

from fastmcp import Client from google import genai import asyncio from dotenv import load_dotenv import os # Load environment variables load_dotenv() R2R_BASE_URL = os.getenv("R2R_BASE_URL", "http://127.0.0.1:7272") API_KEY = os.getenv("API_KEY") GEMINI_API_KEY = os.getenv("GEMINI_API_KEY") mcp_client = Client("server.py") gemini_client = genai.Client(api_key=GEMINI_API_KEY) async def main(): async with mcp_client: response = await gemini_client.aio.models.generate_content( model="gemini-2.0-flash", contents="используй r2r mcp инструмент rag, для поиска всей документации по FastMCP с примерами кода 20 штук", config=genai.types.GenerateContentConfig( temperature=0.4, tools=[mcp_client.session], # Pass the FastMCP client session ), ) print(response.text) if __name__ == "__main__": asyncio.run(main())