Trying to connect zomato mcp server through langchain_mcp_adapters

[Siddhant989]

import asyncio
import os
from mcp import ClientSession, StdioServerParameters
from mcp.client.stdio import stdio_client
from langchain_mcp_adapters.tools import load_mcp_tools
from langgraph.prebuilt import create_react_agent
from langchain_google_genai import ChatGoogleGenerativeAI

if not os.getenv('GOOGLE_API_KEY'):
raise ValueError("GOOGLE_API_KEY environment variable is not set")

👇 This connects to the Zomato remote MCP

server_params = StdioServerParameters(
command="npx",
args=["mcp-remote", "https://mcp-server.zomato.com/mcp"],
)

async def main():
async with stdio_client(server_params) as (read, write):
async with ClientSession(read, write) as session:
await session.initialize()

        # Load available MCP tools from Zomato
        tools = await load_mcp_tools(session)
        print(f"✅ Loaded {len(tools)} Zomato tools")

        # Create Gemini-powered ReAct agent
        llm = ChatGoogleGenerativeAI(model="gemini-2.0-flash")
        agent = create_react_agent(llm, tools)

        # Ask a natural query
        query = {"messages": "Find top-rated vegetarian restaurants in Mumbai for dinner tonight."}

        response = await agent.ainvoke(query)
        print("\n🍽️ Zomato Agent Response:")
        print(response)

if name == "main":
asyncio.run(main())

Wrote this Code to call Zomato MCP Server and its tools and ask a query of this the problem is that it is loading the tools but unable to send query and hit the tool,

if anyone have any idea what is happening here Help to find the error