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"""
FleetMind MCP Server - Hugging Face Space Entry Point (Track 1)
This file serves as the entry point for HuggingFace Space deployment.
Exposes 29 MCP tools via Server-Sent Events (SSE) endpoint for AI clients.
Architecture:
User → MCP Client (Claude Desktop, Continue, etc.)
→ SSE Endpoint (this file)
→ FleetMind MCP Server (server.py)
→ Tools (chat/tools.py)
→ Database (PostgreSQL)
For Track 1: Building MCP Servers - Enterprise Category
https://huggingface.co/MCP-1st-Birthday
Compatible with:
- Claude Desktop (via SSE transport)
- Continue.dev (VS Code extension)
- Cline (VS Code extension)
- Any MCP client supporting SSE protocol
"""
import os
import sys
import logging
from pathlib import Path
# Add project root to path
sys.path.insert(0, str(Path(__file__).parent))
# Configure logging for HuggingFace Space
logging.basicConfig(
level=logging.INFO,
format='%(asctime)s - %(name)s - %(levelname)s - %(message)s',
handlers=[logging.StreamHandler()]
)
logger = logging.getLogger(__name__)
# Import the MCP server instance
from server import mcp
# ============================================================================
# HUGGING FACE SPACE CONFIGURATION
# ============================================================================
# HuggingFace Space default port
HF_SPACE_PORT = int(os.getenv("PORT", 7860))
HF_SPACE_HOST = os.getenv("HOST", "0.0.0.0")
# ============================================================================
# MAIN ENTRY POINT
# ============================================================================
if __name__ == "__main__":
logger.info("=" * 70)
logger.info("FleetMind MCP Server - HuggingFace Space (Track 1)")
logger.info("=" * 70)
logger.info("MCP Server: FleetMind Dispatch Coordinator v1.0.0")
logger.info("Protocol: Model Context Protocol (MCP)")
logger.info("Transport: Server-Sent Events (SSE)")
logger.info(f"SSE Endpoint: https://mcp-1st-birthday-fleetmind-dispatch-ai.hf.space/sse")
logger.info("=" * 70)
logger.info("Features:")
logger.info(" ✓ 29 AI Tools (Order + Driver + Assignment Management)")
logger.info(" ✓ 2 Real-Time Resources (orders://all, drivers://all)")
logger.info(" ✓ Gemini 2.0 Flash AI - Intelligent Assignment")
logger.info(" ✓ Google Maps API Integration (Routes + Geocoding)")
logger.info(" ✓ Weather-Aware Routing (OpenWeatherMap)")
logger.info(" ✓ PostgreSQL Database (Neon)")
logger.info("=" * 70)
logger.info("Compatible Clients:")
logger.info(" • Claude Desktop")
logger.info(" • Continue.dev (VS Code)")
logger.info(" • Cline (VS Code)")
logger.info(" • Any MCP-compatible client")
logger.info("=" * 70)
logger.info("How to Connect (Claude Desktop):")
logger.info(' Add to claude_desktop_config.json:')
logger.info(' {')
logger.info(' "mcpServers": {')
logger.info(' "fleetmind": {')
logger.info(' "command": "npx",')
logger.info(' "args": [')
logger.info(' "mcp-remote",')
logger.info(' "https://mcp-1st-birthday-fleetmind-dispatch-ai.hf.space/sse"')
logger.info(' ]')
logger.info(' }')
logger.info(' }')
logger.info(' }')
logger.info("=" * 70)
logger.info(f"Starting SSE server on {HF_SPACE_HOST}:{HF_SPACE_PORT}...")
logger.info("Waiting for MCP client connections...")
logger.info("=" * 70)
try:
# Add landing page using custom_route decorator
from starlette.responses import HTMLResponse
@mcp.custom_route("/", methods=["GET"])
async def landing_page(request):
"""Landing page with MCP connection information"""
return HTMLResponse("""
<!DOCTYPE html>
<html>
<head>
<title>FleetMind MCP Server</title>
<style>
body { font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Arial, sans-serif; max-width: 1000px; margin: 50px auto; padding: 20px; background: #0f172a; color: #e2e8f0; }
.container { background: #1e293b; padding: 40px; border-radius: 12px; box-shadow: 0 8px 16px rgba(0,0,0,0.4); }
h1 { color: #f1f5f9; margin-top: 0; }
h2 { color: #e2e8f0; border-bottom: 2px solid #334155; padding-bottom: 10px; }
h3 { color: #cbd5e1; }
code { background: #334155; color: #60a5fa; padding: 3px 8px; border-radius: 4px; font-family: 'Courier New', monospace; }
pre { background: #0f172a; color: #f1f5f9; padding: 20px; border-radius: 8px; overflow-x: auto; border: 1px solid #334155; }
.endpoint { background: #1e3a5f; padding: 15px; margin: 15px 0; border-left: 4px solid #3b82f6; border-radius: 4px; }
.feature { background: #134e4a; padding: 15px; margin: 10px 0; border-left: 4px solid #10b981; border-radius: 4px; }
.badge { display: inline-block; background: #3b82f6; color: white; padding: 4px 12px; border-radius: 12px; font-size: 12px; margin: 5px; }
a { color: #60a5fa; text-decoration: none; }
a:hover { text-decoration: underline; color: #93c5fd; }
ol { line-height: 1.8; }
ul { line-height: 1.8; }
p { color: #cbd5e1; }
</style>
</head>
<body>
<div class="container">
<h1>🚚 FleetMind MCP Server</h1>
<p><strong>Enterprise Model Context Protocol Server for AI-Powered Delivery Dispatch</strong></p>
<p><span class="badge">MCP 1st Birthday Hackathon</span> <span class="badge">Track 1: Building MCP</span> <span class="badge">Enterprise Category</span></p>
<hr style="margin: 30px 0; border: none; border-top: 1px solid #e5e7eb;">
<h2>🔌 MCP Server Connection</h2>
<div class="endpoint">
<strong>SSE Endpoint URL:</strong><br>
<code>https://mcp-1st-birthday-fleetmind-dispatch-ai.hf.space/sse</code>
</div>
<h3>⚙️ Claude Desktop Configuration</h3>
<p>Add this to your <code>claude_desktop_config.json</code> file:</p>
<pre>{
"mcpServers": {
"fleetmind": {
"command": "npx",
"args": [
"mcp-remote",
"https://mcp-1st-birthday-fleetmind-dispatch-ai.hf.space/sse"
]
}
}
}</pre>
<h3>📋 How to Connect</h3>
<ol>
<li>Install <a href="https://claude.ai/download" target="_blank">Claude Desktop</a></li>
<li>Locate your <code>claude_desktop_config.json</code> file</li>
<li>Add the configuration shown above</li>
<li>Restart Claude Desktop</li>
<li>Look for "FleetMind" in the 🔌 tools menu</li>
</ol>
<hr style="margin: 30px 0; border: none; border-top: 1px solid #e5e7eb;">
<h2>🛠️ Available Tools (29 Total)</h2>
<div class="feature">
<strong>📍 Geocoding & Routing (3 tools):</strong><br>
geocode_address, calculate_route, calculate_intelligent_route
</div>
<div class="feature">
<strong>📦 Order Management (8 tools):</strong><br>
create_order, count_orders, fetch_orders, get_order_details, search_orders, get_incomplete_orders, update_order, delete_order
</div>
<div class="feature">
<strong>👥 Driver Management (8 tools):</strong><br>
create_driver, count_drivers, fetch_drivers, get_driver_details, search_drivers, get_available_drivers, update_driver, delete_driver
</div>
<div class="feature">
<strong>🔗 Assignment Management (8 tools):</strong><br>
create_assignment, <strong>auto_assign_order</strong>, <strong>intelligent_assign_order</strong>, get_assignment_details, update_assignment, unassign_order, complete_delivery, fail_delivery
</div>
<div class="feature">
<strong>🗑️ Bulk Operations (2 tools):</strong><br>
delete_all_orders, delete_all_drivers
</div>
<hr style="margin: 30px 0; border: none; border-top: 1px solid #e5e7eb;">
<h2>⭐ Key Features</h2>
<ul>
<li><strong>🧠 Gemini 2.0 Flash AI</strong> - Intelligent order assignment with detailed reasoning</li>
<li><strong>🌦️ Weather-Aware Routing</strong> - Safety-first delivery planning with OpenWeatherMap</li>
<li><strong>🚦 Real-Time Traffic</strong> - Google Routes API integration with live traffic data</li>
<li><strong>📊 SLA Tracking</strong> - Automatic on-time performance monitoring</li>
<li><strong>🗄️ PostgreSQL Database</strong> - Production-grade data storage (Neon)</li>
<li><strong>🚀 Multi-Client Support</strong> - Works with Claude Desktop, Continue, Cline, any MCP client</li>
</ul>
<hr style="margin: 30px 0; border: none; border-top: 1px solid #e5e7eb;">
<h2>📚 Resources</h2>
<ul>
<li><strong>GitHub:</strong> <a href="https://github.com/mashrur-rahman-fahim/fleetmind-mcp" target="_blank">mashrur-rahman-fahim/fleetmind-mcp</a></li>
<li><strong>HuggingFace Space:</strong> <a href="https://huggingface.co/spaces/MCP-1st-Birthday/fleetmind-dispatch-ai" target="_blank">MCP-1st-Birthday/fleetmind-dispatch-ai</a></li>
<li><strong>MCP Protocol Docs:</strong> <a href="https://modelcontextprotocol.io" target="_blank">modelcontextprotocol.io</a></li>
</ul>
<hr style="margin: 30px 0; border: none; border-top: 1px solid #e5e7eb;">
<p style="text-align: center; color: #6b7280; font-size: 14px;">
FleetMind v1.0 - Built for MCP 1st Birthday Hackathon<br>
29 AI Tools | 2 Real-Time Resources | Enterprise-Ready
</p>
</div>
</body>
</html>
""")
logger.info("[OK] Landing page added at / route")
logger.info("[OK] MCP SSE endpoint available at /sse")
# Run MCP server with SSE transport (includes both /sse and custom routes)
mcp.run(
transport="sse",
host=HF_SPACE_HOST,
port=HF_SPACE_PORT
)
except Exception as e:
logger.error(f"Failed to start server: {e}")
logger.error("Check that:")
logger.error(" 1. Database connection is configured (DB_HOST, DB_USER, etc.)")
logger.error(" 2. Google Maps API key is set (GOOGLE_MAPS_API_KEY)")
logger.error(" 3. Port 7860 is available")
raise
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