{"id":8885,"date":"2025-04-18T17:02:25","date_gmt":"2025-04-18T09:02:25","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/8885.html"},"modified":"2025-04-18T17:02:25","modified_gmt":"2025-04-18T09:02:25","slug":"%e3%80%90%e5%a4%a7%e6%a8%a1%e5%9e%8b%e7%b3%bb%e5%88%97%e7%af%87%e3%80%91%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%9f%ba%e5%bb%ba%e5%b7%a5%e7%a8%8b%ef%bc%9a%e5%9f%ba%e4%ba%8e-fastapi-%e8%87%aa%e5%8a%a8%e6%9e%84","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/8885.html","title":{"rendered":"\u3010\u5927\u6a21\u578b\u7cfb\u5217\u7bc7\u3011\u5927\u6a21\u578b\u57fa\u5efa\u5de5\u7a0b\uff1a\u57fa\u4e8e FastAPI \u81ea\u52a8\u6784\u5efa SSE MCP \u670d\u52a1\u5668"},"content":{"rendered":"

\u4eca\u5929\u6211\u4eec\u5c06\u4f7f\u7528FastAPI\u6765\u6784\u5efa MCP \u670d\u52a1\u5668，Anthropic \u63a8\u51fa\u7684\u8fd9\u4e2aMCP \u534f\u8bae，\u76ee\u7684\u662f\u8ba9 AI \u4ee3\u7406\u548c\u4f60\u7684\u5e94\u7528\u7a0b\u5e8f\u4e4b\u95f4\u7684\u5bf9\u8bdd\u53d8\u5f97\u66f4\u987a\u7545\u3001\u66f4\u6e05\u6670\u3002FastAPI \u57fa\u4e8e Starlette \u548c Uvicorn，\u91c7\u7528\u5f02\u6b65\u7f16\u7a0b\u6a21\u578b，\u53ef\u8f7b\u677e\u5904\u7406\u9ad8\u5e76\u53d1\u8bf7\u6c42，\u5c24\u5176\u9002\u5408 MCP \u573a\u666f\u4e0b\u5927\u6a21\u578b\u4e0e\u5916\u90e8\u7cfb\u7edf\u7684\u5b9e\u65f6\u4ea4\u4e92\u9700\u6c42，\u5176\u6027\u80fd\u63a5\u8fd1 Node.js \u548c Go，\u5728\u6570\u636e\u5e93\u67e5\u8be2\u3001\u6587\u4ef6\u64cd\u4f5c\u7b49 I\/O \u5bc6\u96c6\u578b\u4efb\u52a1\u4e2d\u8868\u73b0\u5353\u8d8a\u3002<\/span><\/p>\n

\"\"<\/p>\n

\u5f00\u59cb\u4eca\u5929\u7684\u6b63\u9898\u524d，\u6211\u4eec\u6765\u56de\u987e\u4e0b\u76f8\u5173\u7684\u77e5\u8bc6\u5185\u5bb9：<\/span><\/p>\n

\u300a\u9ad8\u6027\u80fdPython Web\u670d\u52a1\u90e8\u7f72\u67b6\u6784\u89e3\u6790\u300b\u3001\u300a\u4f7f\u7528Python\u5f00\u53d1MCP Server\u53caInspector\u5de5\u5177\u8c03\u8bd5\u300b\u3001\u300a\u6784\u5efa\u667a\u80fd\u4f53MCP\u5ba2\u6237\u7aef：\u5b8c\u6210\u5927\u6a21\u578b\u4e0eMCP\u670d\u52a1\u7aef\u80fd\u529b\u96c6\u6210\u4e0e\u6700\u5c0f\u95ed\u73af\u9a8c\u8bc1\u300b<\/span><\/p>\n

\u00a0<\/span><\/p>\n

FastAPI\u57fa\u7840\u77e5\u8bc6<\/span><\/h3>\n

\u5b89\u88c5\u4f9d\u8d56<\/span><\/h4>\n

pip install uvicorn, fastapi <\/p>\n

FastAPI\u670d\u52a1\u4ee3\u7801\u793a\u4f8b\u00a0<\/span><\/h4>\n

from fastapi import FastAPI<\/p>\n

app = FastAPI()<\/p>\n

@app.get("\/")
\nasync def root():
\n return {"data": "Hello MCP！"} <\/p>\n

uvicorn\u542f\u52a8server\u00a0<\/span><\/h4>\n

uvicorn server:app –reload <\/p>\n

\u63a5\u4e0b\u6765，\u6211\u4eec\u5c06\u57fa\u4e8eFastAPI\u6765\u5f00\u53d1MCP\u670d\u52a1\u5668<\/span><\/p>\n

\"\"<\/p>\n

\u00a0<\/span><\/p>\n

FastAPI\u5f00\u53d1MCP Server<\/span><\/h3>\n

FastAPI-MCP\u00a0\u4e00\u4e2a\u96f6\u914d\u7f6e\u5de5\u5177，\u7528\u4e8e\u81ea\u52a8\u5c06FastAPI\u7aef\u70b9\u66b4\u9732\u4e3a\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae（MCP）\u5de5\u5177\u3002\u5176\u7279\u70b9\u5728\u4e8e\u7b80\u6d01\u6027\u548c\u9ad8\u6548\u6027，\u4ee5\u4e0b\u662f\u4e00\u4e9b\u4e3b\u8981\u7279\u70b9：<\/span><\/p>\n

    \n
  • \u76f4\u63a5\u96c6\u6210：\u4e0d\u9700\u8981\u590d\u6742\u7684\u8bbe\u7f6e，\u76f4\u63a5\u96c6\u6210\u5230FastAPI\u5e94\u7528\u4e2d\u3002<\/span><\/li>\n
  • \u81ea\u52a8\u8f6c\u6362：\u65e0\u9700\u624b\u52a8\u7f16\u5199\u4ee3\u7801，\u81ea\u52a8\u5c06FastAPI\u7aef\u70b9\u8f6c\u6362\u4e3aMCP\u5de5\u5177\u3002<\/span><\/li>\n
  • \u7075\u6d3b\u6027：\u652f\u6301\u81ea\u5b9a\u4e49MCP\u5de5\u5177，\u4e0e\u81ea\u52a8\u751f\u6210\u7684\u5de5\u5177\u4e00\u540c\u4f7f\u7528\u3002<\/span><\/li>\n
  • \u6027\u80fd：\u57fa\u4e8ePython 3.10+\u548cFastAPI，\u4fdd\u8bc1\u4e86\u9ad8\u6027\u80fd\u7684API\u670d\u52a1\u3002<\/span><\/li>\n
  • \u6587\u6863\u53cb\u597d：\u4fdd\u6301\u4e86\u539f\u6709\u7684API\u6587\u6863，\u65b9\u4fbf\u5f00\u53d1\u8005\u4f7f\u7528\u548c\u7406\u89e3\u3002<\/span><\/li>\n<\/ul>\n

    \u5b89\u88c5\u4f9d\u8d56<\/span><\/h4>\n

    pip install fastapi-mcp <\/p>\n

    MCP\u670d\u52a1\u4ee3\u7801\u793a\u4f8b<\/span><\/h4>\n

    from fastapi import FastAPI
    \nfrom fastapi_mcp import add_mcp_server
    \nfrom typing import Any
    \nimport httpx<\/p>\n

    # \u5e38\u91cf
    \nNWS_API_BASE = "https:\/\/api.weather.gov"
    \nUSER_AGENT = "weather-app\/1.0"<\/p>\n

    app = FastAPI()<\/p>\n

    mcp_server = add_mcp_server(
    \n app, # FastAPI \u5e94\u7528
    \n mount_path="\/mcp", # MCP \u670d\u52a1\u5668\u6302\u8f7d\u7684\u4f4d\u7f6e
    \n name="Weather MCP Server", # MCP \u670d\u52a1\u5668\u7684\u540d\u5b57
    \n describe_all_responses=True, # \u9ed8\u8ba4\u662f False\u3002\u5c31\u50cf\u6253\u5f00\u4e00\u4e2a\u767e\u5b9d\u7bb1，\u628a\u6240\u6709\u53ef\u80fd\u7684\u54cd\u5e94\u6a21\u5f0f\u90fd\u5305\u542b\u5728\u5de5\u5177\u63cf\u8ff0\u91cc，\u800c\u4e0d\u53ea\u662f\u6210\u529f\u7684\u54cd\u5e94\u3002
    \n describe_full_response_schema=True # \u9ed8\u8ba4\u662f False\u3002\u628a\u5b8c\u6574\u7684 JSON \u6a21\u5f0f\u5305\u542b\u5728\u5de5\u5177\u63cf\u8ff0\u91cc，\u800c\u4e0d\u53ea\u662f\u4e00\u4e2a\u5bf9\u5927\u8bed\u8a00\u6a21\u578b\u53cb\u597d\u7684\u54cd\u5e94\u793a\u4f8b\u3002
    \n)<\/p>\n

    async def make_nws_request(url: str) -> dict[str, Any] | None:
    \n """\u5411 NWS API \u53d1\u8d77\u8bf7\u6c42，\u5e76\u8fdb\u884c\u9519\u8bef\u5904\u7406\u3002"""
    \n headers = {
    \n "User-Agent": USER_AGENT,
    \n "Accept": "application\/geo+json"
    \n }
    \n async with httpx.AsyncClient() as client:
    \n try:
    \n response = await client.get(url, headers=headers, timeout=30.0)
    \n response.raise_for_status()
    \n return response.json()
    \n except Exception:
    \n return None<\/p>\n

    @mcp_server.tool()
    \nasync def get_forecast(latitude: float, longitude: float) -> str:
    \n """\u83b7\u53d6\u5730\u70b9\u7684\u5929\u6c14\u9884\u62a5\u3002
    \n \u53c2\u6570:
    \n latitude: \u5730\u70b9\u7684\u7eac\u5ea6
    \n longitude: \u5730\u70b9\u7684\u7ecf\u5ea6
    \n """
    \n points_url = f"{NWS_API_BASE}\/points\/{latitude},{longitude}"
    \n points_data = await make_nws_request(points_url)<\/p>\n

    if not points_data:
    \n return "Unable to fetch forecast data for this location."<\/p>\n

    forecast_url = points_data["properties"]["forecast"]
    \n forecast_data = await make_nws_request(forecast_url)<\/p>\n

    if not forecast_data:
    \n return "Unable to fetch detailed forecast."<\/p>\n

    periods = forecast_data["properties"]["periods"]
    \n forecasts = []
    \n for period in periods[:5]:
    \n forecast = f"""
    \n{period['name']}:
    \nTemperature: {period['temperature']}\u00b0{period['temperatureUnit']}
    \nWind: {period['windSpeed']} {period['windDirection']}
    \nForecast: {period['detailedForecast']}
    \n"""
    \n forecasts.append(forecast)
    \n return "\\\\n—\\\\n".join(forecasts) <\/p>\n

    \u542f\u52a8 mcp server<\/span><\/h4>\n

    uvicorn server:app –host 0.0.0.0 –port 8001 –reload <\/p>\n

    \"\"<\/p>\n

    \u00a0\u542f\u52a8 mcp inspector \u8c03\u8bd5<\/span><\/h4>\n

    CLIENT_PORT=8081 SERVER_PORT=8082 npx -y @modelcontextprotocol\/inspector <\/p>\n

    \"\"<\/p>\n

    \u5f53\u96c6\u6210\u4e86 MCP \u7684 FastAPI \u5e94\u7528\u8fd0\u884c\u8d77\u6765\u540e，\u53ef\u4ee5\u7528\u4efb\u4f55\u652f\u6301 SSE \u7684 MCP \u5ba2\u6237\u7aef\u8fde\u63a5\u5b83\u3002\u6211\u4eec\u8fd9\u91cc\u8fd8\u662f\u4f7f\u7528 mcp inspector \u8fdb\u884c\u8c03\u8bd5，\u901a\u8fc7 SSE \u8fde\u63a5 Weather MCP \u670d\u52a1\u5668\u3002<\/span><\/p>\n

    SSE\u662f\u4e00\u79cd\u5355\u5411\u901a\u4fe1\u7684\u6a21\u5f0f，\u6240\u4ee5\u5b83\u9700\u8981\u914d\u5408HTTP Post\u6765\u5b9e\u73b0\u5ba2\u6237\u7aef\u4e0e\u670d\u52a1\u7aef\u7684\u53cc\u5411\u901a\u4fe1\u3002\u4e25\u683c\u7684\u8bf4，\u8fd9\u662f\u4e00\u79cdHTTP Post（\u5ba2\u6237\u7aef->\u670d\u52a1\u7aef） + HTTP SSE（\u670d\u52a1\u7aef->\u5ba2\u6237\u7aef）\u7684\u4f2a\u53cc\u5de5\u901a\u4fe1\u6a21\u5f0f，\u533a\u522b\u4e8eWebSocket\u53cc\u5411\u901a\u4fe1\u3002<\/p>\n

    \u00a0<\/span><\/p>\n

    \"\"<\/p>\n

    \u5982\u679cMCP\u5ba2\u6237\u7aef\u4e0d\u652f\u6301SSE，\u53ef\u4ee5\u4f7f\u7528mcp-proxy\u8fde\u63a5MCP\u670d\u52a1\u5668\u3002\u672c\u8d28\u4e0a\u662f\u672c\u5730\u901a\u8fc7stdio\u8fde\u63a5\u5230mcp-proxy，\u518d\u7531mcp-proxy\u901a\u8fc7SSE\u8fde\u63a5\u5230MCP Server\u4e0a\u3002<\/span><\/p>\n

    mcp-proxy \u652f\u6301\u4e24\u79cd\u6a21\u5f0f，stdio to SSE \u548c SSE to stdio\u3002<\/span><\/p>\n

    \"\"<\/p>\n

    \u5b89\u88c5 mcp-proxy<\/span><\/p>\n

    uv tool install mcp-proxy <\/p>\n

    \u914d\u7f6e claude_desktop_config.json\u00a0<\/span><\/p>\n

    {
    \n "mcpServers": {
    \n "weather-api-mcp-proxy": {
    \n "command": "mcp-proxy",
    \n "args": ["http:\/\/127.0.0.1:8001\/mcp"]
    \n }
    \n }
    \n} <\/p>\n

    FastAPI-MCP\u00a0\u76ee\u524d\u8fd8\u6709\u5f88\u591a\u529f\u80fd\u4e0d\u5b8c\u5584，\u6211\u4eec\u5c06\u6301\u7eed\u5173\u6ce8\u8fdb\u5c55\u3002\u5728\u300a\u5927\u6a21\u578b\u57fa\u5efa\u5de5\u7a0b：\u57fa\u4e8e FastAPI \u81ea\u52a8\u6784\u5efa SSE MCP \u670d\u52a1\u5668 \u2014\u2014 \u8fdb\u9636\u7bc7\u300b\u4e2d\u6211\u4eec\u624b\u6413\u4e86\u4e00\u4e2a\u81ea\u52a8\u6302\u8f7d\u7684\u529f\u80fd，\u5e76\u57fa\u4e8e\u73b0\u6709<\/span>fastapi base_url\u00a0\u5c06\u00a0api\u00a0\u6302\u8f7d\u81f3\u00a0mcp_server\u3002<\/p>\n<\/p>\n

    \u5927\u6a21\u578b\u57fa\u5efa\u5de5\u7a0b\u603b\u7ed3<\/span><\/h3>\n

    FastAPI \u6784\u5efa MCP \u670d\u52a1\u5668\u7684\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e：\u901a\u8fc7\u7c7b\u578b\u5b89\u5168\u7684\u5f02\u6b65\u63a5\u53e3，\u5c06\u4f01\u4e1a\u73b0\u6709\u80fd\u529b\u5feb\u901f\u8f6c\u5316\u4e3a\u5927\u6a21\u578b\u53ef\u8c03\u7528\u7684\u6807\u51c6\u5316\u670d\u52a1\u3002\u8fd9\u79cd\u67b6\u6784\u65e2\u4fdd\u7559\u4e86 FastAPI \u7684\u9ad8\u6548\u5f00\u53d1\u4f53\u9a8c，\u53c8\u901a\u8fc7 MCP \u534f\u8bae\u5b9e\u73b0\u4e86\u4e0e\u524d\u6cbf AI \u6280\u672f\u7684\u65e0\u7f1d\u5bf9\u63a5，\u540c\u65f6\u7ed3\u5408 Docker \u548c Kubernetes \u5b9e\u73b0\u5f39\u6027\u4f38\u7f29\u90e8\u7f72，\u53ef\u4ee5\u5feb\u901f\u5e94\u5bf9\u5927\u6a21\u578b\u8c03\u7528\u91cf\u7684\u7a81\u53d1\u589e\u957f，\u662f\u6784\u5efa\u4e0b\u4e00\u4ee3\u667a\u80fd\u7cfb\u7edf\u7684\u7406\u60f3\u9009\u62e9\u3002<\/span><\/p>\n

    \"\"<\/p>\n","protected":false},"excerpt":{"rendered":"

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