Update server.py
Browse files
server.py
CHANGED
@@ -1,10 +1,115 @@
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import os
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import uvicorn
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import inspect
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from mcp.server.fastmcp import FastMCP
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from starlette.requests import Request
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from starlette.responses import PlainTextResponse, JSONResponse
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from langchain_community.utilities import SQLDatabase
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from langchain_community.tools.sql_database.tool import QuerySQLCheckerTool
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@@ -17,15 +122,36 @@ llm = ChatOpenAI(
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temperature=0
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)
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# Create an MCP server and the tool registry
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mcp = FastMCP("Credit Card Database Server")
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tool_registry = []
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def register_tool(fn):
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"""Decorator to register tool metadata and with MCP."""
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-
# Register with MCP
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mcp.tool()(fn)
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# Save metadata
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sig = inspect.signature(fn)
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params = [
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{
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@@ -98,5 +224,8 @@ async def list_tools(request: Request) -> JSONResponse:
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"""Return all registered tool metadata as JSON."""
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return JSONResponse(tool_registry)
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if __name__ == "__main__":
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uvicorn.run(mcp.streamable_http_app, host="0.0.0.0", port=8000)
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# import os
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# import uvicorn
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# import inspect
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# from mcp.server.fastmcp import FastMCP
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# from starlette.requests import Request
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# from starlette.responses import PlainTextResponse, JSONResponse
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# from langchain_community.utilities import SQLDatabase
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# from langchain_community.tools.sql_database.tool import QuerySQLCheckerTool
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# from langchain_openai import ChatOpenAI
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# llm = ChatOpenAI(
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# api_key=os.environ.get('OPENAI_API_KEY', None),
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# base_url=os.environ['OPENAI_BASE_URL'],
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# model='gpt-4o-mini',
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# temperature=0
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# )
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# # Create an MCP server and the tool registry
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# mcp = FastMCP("Credit Card Database Server")
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# tool_registry = []
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# def register_tool(fn):
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# """Decorator to register tool metadata and with MCP."""
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# # Register with MCP
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# mcp.tool()(fn)
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# # Save metadata
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# sig = inspect.signature(fn)
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# params = [
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# {
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# "name": param.name,
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# "type": str(param.annotation) if param.annotation is not inspect._empty else "Any",
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# "default": param.default if param.default is not inspect._empty else None,
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# }
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# for param in sig.parameters.values()
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# ]
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# tool_registry.append({
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# "name": fn.__name__,
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# "description": fn.__doc__.strip() if fn.__doc__ else "",
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# "parameters": params,
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# })
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# return fn
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# credit_card_db = SQLDatabase.from_uri(r"sqlite:///data/ccms.db")
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# query_checker_tool = QuerySQLCheckerTool(db=credit_card_db, llm=llm)
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# @mcp.custom_route("/", methods=["GET"])
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# async def home(request: Request) -> PlainTextResponse:
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# return PlainTextResponse(
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# """
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# Credit Card Database MCP Server
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# ----
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# Use the following URL to connect with this server
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# https://pgurazada1-credit-card-database-mcp-server.hf.space/mcp/
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# Access the following URL for a list of tools and their documentation.
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# https://pgurazada1-credit-card-database-mcp-server.hf.space/tools/
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# """
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# )
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# @register_tool
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# def sql_db_list_tables():
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# """
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# Returns a comma-separated list of table names in the database.
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# """
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# return credit_card_db.get_usable_table_names()
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# @register_tool
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# def sql_db_schema(table_names: list[str]) -> str:
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# """
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# Input 'table_names_str' is a comma-separated string of table names.
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# Returns the DDL SQL schema for these tables.
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# """
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# return credit_card_db.get_table_info(table_names)
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# @register_tool
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# def sql_db_query_checker(query: str) -> str:
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# """
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# Input 'query' is a SQL query string.
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# Checks if the query is valid.
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# If the query is valid, it returns the original query.
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# If the query is not valid, it returns the corrected query.
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# This tool is used to ensure the query is valid before executing it.
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# """
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# return query_checker_tool.run(query)
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# @register_tool
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# def sql_db_query(query: str) -> str:
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# """
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# Input 'query' is a SQL query string.
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# Executes the query (SELECT only) and returns the result.
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# """
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# return credit_card_db.run(query)
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# @mcp.custom_route("/tools", methods=["GET"])
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# async def list_tools(request: Request) -> JSONResponse:
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# """Return all registered tool metadata as JSON."""
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# return JSONResponse(tool_registry)
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# if __name__ == "__main__":
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# uvicorn.run(mcp.streamable_http_app, host="0.0.0.0", port=8000)
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import os
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import uvicorn
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import inspect
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import httpx
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from mcp.server.fastmcp import FastMCP
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from starlette.requests import Request
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from starlette.responses import PlainTextResponse, JSONResponse
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from starlette.middleware.base import BaseHTTPMiddleware
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from langchain_community.utilities import SQLDatabase
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from langchain_community.tools.sql_database.tool import QuerySQLCheckerTool
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temperature=0
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)
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# Hugging Face Token Auth Middleware
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class HuggingFaceTokenAuthMiddleware(BaseHTTPMiddleware):
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async def dispatch(self, request: Request, call_next):
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# Only protect /mcp/ and /tools endpoints, allow "/" open
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if request.url.path not in ["/", "/mcp/", "/tools"]:
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return await call_next(request)
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# Check Authorization header
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auth = request.headers.get("authorization")
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if not auth or not auth.lower().startswith("bearer "):
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return PlainTextResponse("Missing or invalid Authorization header (expected Bearer token)", status_code=401)
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token = auth.split(" ", 1)[1].strip()
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# Validate token with Hugging Face API
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async with httpx.AsyncClient() as client:
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resp = await client.get(
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"https://huggingface.co/api/whoami-v2",
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headers={"Authorization": f"Bearer {token}"}
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)
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if resp.status_code != 200:
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return PlainTextResponse("Invalid or expired Hugging Face token", status_code=401)
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hf_user_info = resp.json()
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request.state.hf_user = hf_user_info
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return await call_next(request)
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# Create an MCP server and the tool registry
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mcp = FastMCP("Credit Card Database Server")
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tool_registry = []
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def register_tool(fn):
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"""Decorator to register tool metadata and with MCP."""
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mcp.tool()(fn)
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sig = inspect.signature(fn)
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params = [
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{
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"""Return all registered tool metadata as JSON."""
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return JSONResponse(tool_registry)
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# Add the Hugging Face token auth middleware
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mcp.streamable_http_app.add_middleware(HuggingFaceTokenAuthMiddleware)
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if __name__ == "__main__":
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uvicorn.run(mcp.streamable_http_app, host="0.0.0.0", port=8000)
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