Rename mcp_server.py to server.py
Browse files- mcp_server.py β server.py +206 -4
mcp_server.py β server.py
RENAMED
@@ -800,12 +800,214 @@ async def general_exception_handler(request, exc):
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"timestamp": datetime.now().isoformat()
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}
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import uvicorn
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-
logger.info("Starting MCP Weather Server...")
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uvicorn.run(
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app,
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host="0.0.0.0",
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port=
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log_level=LOG_LEVEL.lower()
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-
)
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"timestamp": datetime.now().isoformat()
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}
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+
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+
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+
import gradio as gr
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+
import threading
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+
import time
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+
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+
# Bihar districts list
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+
BIHAR_DISTRICTS = [
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"Patna", "Gaya", "Bhagalpur", "Muzaffarpur", "Darbhanga", "Siwan",
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"Begusarai", "Katihar", "Nalanda", "Rohtas", "Saran", "Samastipur",
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"Madhubani", "Purnia", "Araria", "Kishanganj", "Supaul", "Madhepura",
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"Saharsa", "Khagaria", "Munger", "Lakhisarai", "Sheikhpura", "Nawada",
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"Jamui", "Jehanabad", "Aurangabad", "Arwal", "Kaimur", "Buxar",
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"Bhojpur", "Saran", "Siwan", "Gopalganj", "East Champaran", "West Champaran",
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"Sitamarhi", "Sheohar", "Vaishali"
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]
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def format_workflow_output(raw_output):
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"""Format workflow output for display"""
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if not raw_output:
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return "β No output received"
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lines = raw_output.split('\n')
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formatted_lines = []
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for line in lines:
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line = line.strip()
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if not line:
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formatted_lines.append("")
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continue
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if line.startswith('πΎ') and 'Workflow' in line:
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formatted_lines.append(f"## {line}")
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elif line.startswith('=') or line.startswith('-'):
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continue
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elif line.startswith('π€οΈ') or line.startswith('β
Workflow'):
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formatted_lines.append(f"### {line}")
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elif line.startswith('π±') or line.startswith('π') or line.startswith('ποΈ') or line.startswith('π€'):
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formatted_lines.append(f"#### {line}")
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elif line.startswith('β
') or line.startswith('β'):
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formatted_lines.append(f"- {line}")
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else:
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formatted_lines.append(line)
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return '\n'.join(formatted_lines)
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def format_alert_summary(raw_data):
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"""Format alert summary"""
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if not raw_data or 'alert_data' not in raw_data:
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return "No alert data available"
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alert_data = raw_data['alert_data']
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summary = f"""
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## π¨ Alert Summary
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**π Location:** {alert_data['location']['village']}, {alert_data['location']['district']}, {alert_data['location']['state']}
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**πΎ Crop Information:**
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- **Crop:** {alert_data['crop']['name'].title()}
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- **Growth Stage:** {alert_data['crop']['stage']}
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- **Season:** {alert_data['crop']['season'].title()}
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**π€οΈ Weather Conditions:**
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- **Temperature:** {alert_data['weather']['temperature']}
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- **Expected Rainfall:** {alert_data['weather']['expected_rainfall']}
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- **Wind Speed:** {alert_data['weather']['wind_speed']}
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- **Rain Probability:** {alert_data['weather']['rain_probability']}%
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**β οΈ Alert Details:**
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- **Type:** {alert_data['alert']['type'].replace('_', ' ').title()}
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- **Urgency:** {alert_data['alert']['urgency'].upper()}
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- **AI Enhanced:** {'β
Yes' if alert_data['alert']['ai_generated'] else 'β No'}
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**π¨ Alert Message:**
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{alert_data['alert']['message']}
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**π― Action Items:**
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{chr(10).join([f"- {item.replace('_', ' ').title()}" for item in alert_data['alert']['action_items']])}
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"""
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return summary
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def run_workflow_ui(district):
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"""Run workflow directly using internal functions"""
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if not district:
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return "β Please select a district", "", ""
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try:
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# Call the workflow function directly (no HTTP request needed!)
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request_obj = WorkflowRequest(state="bihar", district=district.lower())
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# Use asyncio to run the async function
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import asyncio
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try:
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loop = asyncio.get_event_loop()
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except RuntimeError:
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loop = asyncio.new_event_loop()
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asyncio.set_event_loop(loop)
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result = loop.run_until_complete(run_workflow(request_obj))
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# Format outputs
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workflow_output = format_workflow_output(result.get('message', ''))
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alert_summary = format_alert_summary(result.get('raw_data', {}))
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csv_content = result.get('csv', '')
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# Create CSV file if content exists
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if csv_content:
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filename = f"bihar_alert_{district.lower()}_{datetime.now().strftime('%Y%m%d_%H%M%S')}.csv"
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with open(filename, 'w', encoding='utf-8') as f:
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f.write(csv_content)
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return workflow_output, alert_summary, gr.File(value=filename, visible=True)
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else:
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return workflow_output, alert_summary, gr.File(visible=False)
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except Exception as e:
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error_msg = f"β Error: {str(e)}"
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logger.exception(f"UI workflow error: {e}")
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return error_msg, "", gr.File(visible=False)
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# Create Gradio interface
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with gr.Blocks(
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title="BIHAR AgMCP - Agricultural Weather Alerts",
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theme=gr.themes.Soft()
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) as demo:
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gr.Markdown("""
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# πΎ BIHAR AgMCP - Agricultural Weather Alert System
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**AI-Powered Weather Alerts for Bihar Farmers**
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Generate personalized weather alerts for agricultural activities in Bihar districts.
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## How to Use:
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1. Select a Bihar district from the dropdown
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2. Click "Generate Weather Alert"
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3. View the formatted results and download CSV data
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""")
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with gr.Row():
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with gr.Column(scale=1):
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district_input = gr.Dropdown(
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choices=BIHAR_DISTRICTS,
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label="π Select Bihar District",
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value="Patna"
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)
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run_btn = gr.Button(
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"π Generate Weather Alert",
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variant="primary",
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size="lg"
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)
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with gr.Row():
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with gr.Column(scale=2):
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workflow_output = gr.Markdown(
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label="π Workflow Output",
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value="Select a district and click the button to generate alerts..."
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)
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with gr.Column(scale=1):
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alert_summary = gr.Markdown(
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label="π Alert Summary",
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value="Alert details will appear here..."
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)
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csv_output = gr.File(
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label="π Download CSV Data",
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visible=False
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)
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# Connect the button
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run_btn.click(
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run_workflow_ui,
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inputs=[district_input],
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outputs=[workflow_output, alert_summary, csv_output]
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)
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+
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def run_fastapi():
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"""Run FastAPI server"""
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import uvicorn
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uvicorn.run(
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app,
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host="0.0.0.0",
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port=8000,
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log_level=LOG_LEVEL.lower()
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)
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+
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if __name__ == "__main__":
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# Check if we should show UI (HuggingFace Spaces) or just API
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+
if os.getenv("SPACE_ID") or os.getenv("GRADIO_SERVER_NAME"):
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# HuggingFace Spaces - start FastAPI in background, Gradio in foreground
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logger.info("Starting in HuggingFace Spaces mode with UI...")
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+
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# Start FastAPI in background
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fastapi_thread = threading.Thread(target=run_fastapi, daemon=True)
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fastapi_thread.start()
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# Wait for FastAPI to start
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time.sleep(3)
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# Launch Gradio interface
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demo.launch(
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server_name="0.0.0.0",
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server_port=7860,
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show_error=True
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)
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else:
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# Local development - just run FastAPI
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logger.info("Starting MCP Weather Server (API only)...")
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run_fastapi()
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