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import gradio as gr
from mcp import StdioServerParameters
from smolagents import MCPClient, CodeAgent
def respond(message, history):
"""Send the message to the MCP-powered agent and return its answer."""
params = StdioServerParameters(command="python", args=["mcp_server.py"])
with MCPClient(params) as tools:
agent = CodeAgent(tools=tools, model="gpt-4") # swap for your model
answer = agent.run(message)
history.append((message, answer))
return history, history
with gr.Blocks() as demo:
chat_state = gr.State([])
chatbot = gr.Chatbot(label="Enterprise SQL Agent")
textbox = gr.Textbox(
show_label=False,
placeholder="Ask: Who are my inactive Northeast customers?",
)
textbox.submit(respond, [textbox, chat_state], [chatbot, chat_state])
gr.Markdown(
"""
### Example Prompts
- Who are my Northeast customers who haven’t ordered in 6 months?
- List customers sorted by last order date.
- Find clients from the West with recent orders.
"""
)
gr.Markdown("Built with MCP, smolagents, and Gradio")
demo.launch()
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