from mcp.server.fastmcp import FastMCP import sqlite3, json mcp = FastMCP("EnterpriseData") # In-memory SQLite conn = sqlite3.connect(":memory:", check_same_thread=False) cur = conn.cursor() cur.execute(""" CREATE TABLE Customers( CustomerID INTEGER PRIMARY KEY AUTOINCREMENT, Name TEXT, Region TEXT, LastOrderDate TEXT ) """) cur.executemany( "INSERT INTO Customers (Name, Region, LastOrderDate) VALUES (?,?,?)", [ ("Acme Corp", "Northeast", "2024-12-01"), ("Beta Inc", "West", "2025-06-01"), ("Gamma Co", "Northeast", "2023-09-15"), ("Delta LLC", "South", "2025-03-20"), ("Epsilon Ltd", "Northeast","2025-07-10"), ] ) conn.commit() @mcp.tool() def query_database(sql: str) -> str: """Run SQL and return JSON rows.""" try: cur.execute(sql) cols = [d[0] for d in cur.description or []] rows = [dict(zip(cols, r)) for r in cur.fetchall()] return json.dumps(rows) except Exception as e: return json.dumps({"error": str(e)}) if __name__ == "__main__": mcp.run(transport="stdio")