Create mcp_server
Browse files- mcp_server +51 -0
mcp_server
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from mcp.server.fastmcp import FastMCP
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import sqlite3
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import json
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# Initialize MCP server
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mcp = FastMCP("EnterpriseData")
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# Create in-memory SQLite database
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conn = sqlite3.connect(":memory:", check_same_thread=False)
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cursor = conn.cursor()
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# Create Customers table
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cursor.execute("""
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CREATE TABLE Customers (
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CustomerID INTEGER PRIMARY KEY AUTOINCREMENT,
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Name TEXT,
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Region TEXT,
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LastOrderDate TEXT
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)
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""")
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# Seed sample data
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cursor.executemany(
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"INSERT INTO Customers (Name, Region, LastOrderDate) VALUES (?, ?, ?)",
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[
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("Acme Corp", "Northeast", "2024-12-01"),
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("Beta Inc", "West", "2025-06-01"),
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("Gamma Co", "Northeast", "2023-09-15"),
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("Delta LLC", "South", "2025-03-20"),
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("Epsilon Ltd", "Northeast", "2025-07-10")
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]
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)
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conn.commit()
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# Expose SQL tool to the AI
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@mcp.tool()
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def query_database(sql: str) -> str:
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"""Executes raw SQL and returns JSON results."""
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try:
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cur = conn.cursor()
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cur.execute(sql)
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rows = cur.fetchall()
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columns = [desc[0] for desc in cur.description or []]
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results = [dict(zip(columns, row)) for row in rows]
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return json.dumps(results)
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except Exception as e:
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return json.dumps({"error": str(e)})
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# Start MCP server
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if __name__ == "__main__":
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mcp.run(transport="stdio")
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