import gradio as gr

from mcp.client.stdio import StdioServerParameters
from smolagents import InferenceClientModel, CodeAgent, ToolCollection
from smolagents.mcp_client import MCPClient
from dotenv import load_dotenv

load_dotenv()

try:
    mcp_client = MCPClient(
        ## Try this working example on the hub:
        {"url": "https://iman-heshmat-mcp-sentiment.hf.space/gradio_api/mcp/sse"}
        # {"url": "http://localhost:7860/gradio_api/mcp/sse"}
    )
    tools = mcp_client.get_tools()

    model = InferenceClientModel()
    agent = CodeAgent(tools=[*tools], model=model)

    demo = gr.ChatInterface(
        fn=lambda message, history: str(agent.run(message)),
        type="messages",
        examples=["Analyze the sentiment of this text: The weather is amazing."],
        title="Agent with MCP Tools",
        description="This is a simple agent that uses MCP Sentiment tools to answer questions.",
    )

    demo.launch()
finally:
    mcp_client.disconnect()