Agentic AI System with MCP Integration

from mcp.server.fastmcp import FastMCP from services.top_movers import get_top_gainers_losers # Initialize FastMCP server for top movers mcp = FastMCP("top_movers") @mcp.tool() async def get_top_gainers_losers_mcp() -> str: """Get the top 5 gainers and losers.""" data = get_top_gainers_losers() if data and 'top_gainers' in data and 'top_losers' in data: return f"Top Gainers: {data['top_gainers']}\nTop Losers: {data['top_losers']}" else: return "Could not retrieve top gainers and losers." if __name__ == "__main__": print("Starting top movers MCP server...") mcp.run(transport='stdio') print("Top movers MCP server is running...")