{"id":50765,"date":"2025-08-10T12:06:24","date_gmt":"2025-08-10T04:06:24","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/50765.html"},"modified":"2025-08-10T12:06:24","modified_gmt":"2025-08-10T04:06:24","slug":"5%e4%b8%aa%e5%bc%80%e6%ba%90mcp%e6%9c%8d%e5%8a%a1%e5%99%a8%ef%bc%9a%e6%89%a9%e5%b1%95ai%e5%8a%a9%e6%89%8b%e8%83%bd%e5%8a%9b%ef%bc%8c%e9%ab%98%e6%95%88%e5%a4%84%e7%90%86%e6%97%a5%e5%b8%b8%e5%b7%a5-3","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/50765.html","title":{"rendered":"5\u4e2a\u5f00\u6e90MCP\u670d\u52a1\u5668\uff1a\u6269\u5c55AI\u52a9\u624b\u80fd\u529b\uff0c\u9ad8\u6548\u5904\u7406\u65e5\u5e38\u5de5\u4f5c_stagehand mcp"},"content":{"rendered":"<p>AI\u5927\u8bed\u8a00\u6a21\u578b&#xff08;\u5982Claude\u3001GPT&#xff09;\u5c3d\u7ba1\u5f3a\u5927&#xff0c;\u4f46\u5176\u539f\u751f\u5f62\u6001\u4ec5\u9650\u4e8e\u6587\u672c\u5bf9\u8bdd&#xff0c;\u65e0\u6cd5\u76f4\u63a5\u4e0e\u5916\u90e8\u4e16\u754c\u4ea4\u4e92\u3002\u8fd9\u4e00\u5c40\u9650\u4e25\u91cd\u5236\u7ea6\u4e86AI\u5728\u5b9e\u9645\u5e94\u7528\u573a\u666f\u4e2d\u7684\u4ef7\u503c\u53d1\u6325 &#8211; \u65e0\u6cd5\u4e3b\u52a8\u83b7\u53d6\u5b9e\u65f6\u6570\u636e\u3001\u65e0\u6cd5\u64cd\u4f5c\u5916\u90e8\u7cfb\u7edf\u3001\u65e0\u6cd5\u8bbf\u95ee\u7528\u6237\u79c1\u6709\u8d44\u6e90\u3002<\/p>\n<p>MCP&#xff08;Model Context Protocol&#xff09;\u670d\u52a1\u5668\u6280\u672f\u5e94\u8fd0\u800c\u751f&#xff0c;\u5b83\u4f5c\u4e3aAI\u4e0e\u5916\u90e8\u73af\u5883\u7684&#034;\u6865\u6881&#034;&#xff0c;\u8d4b\u4e88AI\u6a21\u578b\u5b9e\u8d28\u6027\u7684\u73af\u5883\u4ea4\u4e92\u80fd\u529b\u3002\u901a\u8fc7MCP&#xff0c;AI\u53ef\u4ee5\u6d4f\u89c8\u7f51\u9875\u3001\u5206\u6790\u6570\u636e\u3001\u76d1\u63a7\u7cfb\u7edf\u3001\u7ba1\u7406\u4ee3\u7801\u4ed3\u5e93&#xff0c;\u751a\u81f3\u64cd\u4f5c\u81ea\u5b9a\u4e49API\u3002\u8fd9\u79cd\u80fd\u529b\u6269\u5c55\u4e0d\u4ec5\u63d0\u5347\u4e86AI\u52a9\u624b\u7684\u5b9e\u7528\u6027&#xff0c;\u66f4\u4e3a\u6784\u5efa\u771f\u6b63&#034;\u80fd\u5e72\u6d3b&#034;\u7684AI\u5e94\u7528\u5960\u5b9a\u4e86\u57fa\u7840\u3002<\/p>\n<p>\u672c\u6587\u57fa\u4e8e\u5b9e\u9645\u90e8\u7f72\u548c\u4f7f\u7528\u7ecf\u9a8c&#xff0c;\u7cbe\u9009\u4e86\u4e94\u79cd\u5f00\u6e90MCP\u670d\u52a1\u5668\u5b9e\u73b0&#xff0c;\u4ece\u914d\u7f6e\u5230\u5e94\u7528\u573a\u666f\u8fdb\u884c\u5168\u9762\u5256\u6790&#xff0c;\u52a9\u60a8\u5feb\u901f\u6784\u5efa\u5177\u5907\u73af\u5883\u4ea4\u4e92\u80fd\u529b\u7684AI\u7cfb\u7edf\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810040603-68981aab8f4ce.jpg\" alt=\"\" \/><\/p>\n<h4>MCP\u670d\u52a1\u5668\u6280\u672f\u6982\u8ff0<\/h4>\n<p>MCP&#xff08;Model Context Protocol&#xff0c;\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae&#xff09;\u662f\u4e00\u79cd\u4e13\u4e3aAI\u4e0e\u5916\u90e8\u73af\u5883\u901a\u4fe1\u8bbe\u8ba1\u7684\u6280\u672f\u534f\u8bae\u3002\u5b83\u4f7fClaude\u7b49AI\u6a21\u578b\u80fd\u591f\u4e0e\u7f51\u7ad9\u3001\u4ee3\u7801\u73af\u5883\u7b49\u5916\u90e8\u7cfb\u7edf\u5efa\u7acb\u6709\u6548\u8fde\u63a5\u3002\u5728\u6ca1\u6709MCP\u7684\u60c5\u51b5\u4e0b&#xff0c;AI\u6a21\u578b\u53ea\u80fd\u57fa\u4e8e\u5176\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u63a8\u7406&#xff0c;\u65e0\u6cd5\u83b7\u53d6\u5b9e\u65f6\u5916\u90e8\u4fe1\u606f\u3002<\/p>\n<p>\u901a\u8fc7MCP\u534f\u8bae&#xff0c;\u7528\u6237\u53ef\u4ee5\u5b9e\u73b0\u8bf8\u5982&#034;\u8bf7Claude\u83b7\u53d6GitHub\u7684issues\u5217\u8868&#034;\u7b49\u6307\u4ee4&#xff0c;\u5e76\u83b7\u5f97\u57fa\u4e8e\u5b9e\u65f6\u6570\u636e\u7684\u51c6\u786e\u54cd\u5e94\u3002\u521d\u6b21\u6210\u529f\u914d\u7f6e\u5e76\u8fd0\u884cMCP\u670d\u52a1\u5668\u65f6&#xff0c;\u5176\u6269\u5c55AI\u80fd\u529b\u7684\u6548\u679c\u4ee4\u4eba\u5370\u8c61\u6df1\u523b&#xff0c;\u5982\u540c\u4e3aAI\u63d0\u4f9b\u4e86\u4e0e\u5916\u90e8\u4e16\u754c\u4ea4\u4e92\u7684\u65b0\u63a5\u53e3\u3002<\/p>\n<p>\u4ee5\u4e0b\u662f\u4e94\u79cd\u7ecf\u8fc7\u5b9e\u9645\u8bc4\u4f30\u7684MCP\u670d\u52a1\u5668\u5b9e\u73b0\u3002<\/p>\n<h4>1\u3001Stagehand&#xff1a;\u7f51\u7edc\u6d4f\u89c8\u4e0e\u5185\u5bb9\u63d0\u53d6\u5de5\u5177<\/h4>\n<p>Stagehand\u662fBrowserbase\u5f00\u53d1\u7684\u4e13\u4e1a\u7f51\u7edc\u4ea4\u4e92\u5de5\u5177&#xff0c;\u5b83\u8d4b\u4e88AI\u6a21\u62df\u6d4f\u89c8\u5668\u64cd\u4f5c\u7684\u80fd\u529b&#xff0c;\u5305\u62ec\u5bfc\u822a\u94fe\u63a5\u3001\u63d0\u53d6\u7f51\u9875\u5185\u5bb9\u7b49\u529f\u80fd\u3002\u5728\u5b9e\u9645\u5e94\u7528\u4e2d&#xff0c;\u6211\u5229\u7528\u5b83\u4ece\u7279\u5b9a\u7f8e\u98df\u535a\u5ba2\u6279\u91cf\u83b7\u53d6\u98df\u8c31\u6807\u9898\u6570\u636e&#xff0c;\u8fd9\u79cd\u65b9\u5f0f\u6bd4\u4f20\u7edf\u7684\u811a\u672c\u7f16\u5199\u6548\u7387\u9ad8\u51fa\u8bb8\u591a\u3002<\/p>\n<p>\u90e8\u7f72\u6b65\u9aa4\u5982\u4e0b&#xff1a;<\/p>\n<p> git clone https:\/\/github.com\/browserbase\/stagehand-mcp<br \/>\n cd stagehand-mcp<br \/>\n npm install<br \/>\n npmstart<\/p>\n<p>\u670d\u52a1\u5668\u9ed8\u8ba4\u5728localhost:3000\u8fd0\u884c\u3002\u914d\u7f6e\u5b8c\u6210\u540e&#xff0c;\u53ef\u4ee5\u901a\u8fc7Claude Desktop\u7b49\u652f\u6301MCP\u7684\u5ba2\u6237\u7aef\u5411AI\u53d1\u51fa\u6307\u4ee4&#xff1a;<\/p>\n<p> Go to a news site and get the top headlines.<\/p>\n<p>Stagehand\u4f1a\u6267\u884c\u7f51\u7ad9\u8bbf\u95ee\u3001\u5185\u5bb9\u63d0\u53d6\u64cd\u4f5c&#xff0c;Claude\u968f\u540e\u8f93\u51fa\u7ed3\u6784\u5316\u7684\u6807\u9898\u4fe1\u606f\u3002\u8fd9\u4e00\u529f\u80fd\u5bf9\u4e8e\u65e0\u9700\u7f16\u5199\u4ee3\u7801\u5373\u53ef\u5b9e\u73b0\u4ef7\u683c\u76d1\u63a7\u3001\u6570\u636e\u63d0\u53d6\u7b49\u4efb\u52a1\u7279\u522b\u6709\u4ef7\u503c\u3002<\/p>\n<p>Stagehand\u4f5c\u4e3a\u5f00\u6e90\u514d\u8d39\u5de5\u5177&#xff0c;\u76f8\u6bd4\u5176\u4ed6\u7f51\u7edc\u4ea4\u4e92\u5de5\u5177&#xff0c;\u5176\u7a33\u5b9a\u6027\u548c\u53ef\u9760\u6027\u8868\u73b0\u66f4\u4e3a\u51fa\u8272\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810040604-68981aac60b01.jpg\" alt=\"\" \/><\/p>\n<h4>2\u3001Jupyter&#xff1a;\u6570\u636e\u5206\u6790\u4e0e\u5904\u7406\u96c6\u6210\u65b9\u6848<\/h4>\n<p>Jupyter MCP\u670d\u52a1\u5668\u4e13\u4e3a\u6570\u636e\u5904\u7406\u573a\u666f\u8bbe\u8ba1&#xff0c;\u5b83\u4f7fAI\u80fd\u591f\u64cd\u4f5cJupyter notebooks\u8fd9\u4e00\u6570\u636e\u79d1\u5b66\u9886\u57df\u5e38\u7528\u7684\u7f16\u7a0b\u73af\u5883\u3002\u5373\u4f7f\u5bf9\u975e\u6570\u636e\u79d1\u5b66\u4e13\u4e1a\u4eba\u5458&#xff0c;\u8fd9\u4e00\u5de5\u5177\u4e5f\u80fd\u663e\u8457\u964d\u4f4e\u6570\u636e\u5206\u6790\u95e8\u69db\u3002\u4f8b\u5982&#xff0c;\u6211\u901a\u8fc7\u8be5\u670d\u52a1\u5668\u8ba9Claude\u5206\u6790\u5b58\u50a8\u5728CSV\u6587\u4ef6\u4e2d\u7684\u5496\u5561\u6d88\u8d39\u6570\u636e\u8bb0\u5f55\u3002<\/p>\n<p>\u914d\u7f6e\u65b9\u6cd5&#xff1a;<\/p>\n<p> git clone https:\/\/github.com\/jjsantos01\/jupyter-notebook-mcp<br \/>\n cd jupyter-notebook-mcp<br \/>\n pip install -r requirements.txt<br \/>\n python server.py<\/p>\n<p>\u670d\u52a1\u5668\u8fd0\u884c\u5728localhost:8000\u3002\u914d\u7f6e\u5b8c\u6210\u540e&#xff0c;\u53ef\u4ee5\u5411Claude\u53d1\u51fa\u5982\u4e0b\u6307\u4ee4&#xff1a;<\/p>\n<p> Open coffee.csv and tell me how much I spent on lattes.<\/p>\n<p>Claude\u4f1a\u81ea\u52a8\u521b\u5efanotebook\u3001\u6267\u884c\u5fc5\u8981\u7684Python\u4ee3\u7801\u5206\u6790&#xff0c;\u7136\u540e\u8fd4\u56de\u7ed3\u679c&#xff1a;<\/p>\n<p> You dropped $87.50 on lattes this month. Ouch.<\/p>\n<p>\u8fd9\u79cd\u96c6\u6210\u65b9\u5f0f\u65e0\u9700\u7528\u6237\u7f16\u5199\u4efb\u4f55\u4ee3\u7801&#xff0c;\u6548\u679c\u76f8\u5f53\u4e8e\u62e5\u6709\u4e00\u4f4d\u5177\u5907\u6570\u636e\u5206\u6790\u80fd\u529b\u7684\u6280\u672f\u52a9\u624b\u3002<\/p>\n<h4>3\u3001Opik&#xff1a;AI\u884c\u4e3a\u76d1\u63a7\u4e0e\u5206\u6790\u7cfb\u7edf<\/h4>\n<p>Opik\u662f\u7531Comet\u5f00\u53d1\u7684\u4e13\u4e1aAI\u76d1\u63a7\u5de5\u5177&#xff0c;\u5176\u6838\u5fc3\u529f\u80fd\u662f\u8ddf\u8e2a\u548c\u5206\u6790AI\u7cfb\u7edf\u7684\u8fd0\u884c\u72b6\u6001\u3002\u5f53AI\u8868\u73b0\u51fa\u975e\u9884\u671f\u884c\u4e3a\u65f6&#xff0c;Opik\u80fd\u591f\u63d0\u4f9b\u8be6\u7ec6\u7684\u8bca\u65ad\u4fe1\u606f\u3002\u5728\u5b9e\u9645\u5e94\u7528\u4e2d&#xff0c;\u6211\u66fe\u901a\u8fc7Opik\u53d1\u73b0\u67d0AI\u5e94\u7528\u56e0API\u9650\u5236\u800c\u51fa\u73b0\u7684\u54cd\u5e94\u5f02\u5e38\u3002<\/p>\n<p>\u90e8\u7f72\u6d41\u7a0b&#xff1a;<\/p>\n<p> git clone https:\/\/github.com\/comet-ml\/opik<br \/>\n cd opik<br \/>\n .\/opik.sh<\/p>\n<p>\u5728\u4ee3\u7801\u4e2d\u96c6\u6210Opik\u7684\u793a\u4f8b&#xff1a;<\/p>\n<p> importopik  <\/p>\n<p>opik.configure(use_local&#061;True)  <\/p>\n<p>&#064;opik.track<br \/>\ndefask_something(question):<br \/>\n    return&#034;You asked: &#034;&#043;question  <\/p>\n<p> ask_something(&#034;What&#039;s for dinner?&#034;)<\/p>\n<p>\u901a\u8fc7\u5411Claude\u53d1\u51fa\u4ee5\u4e0b\u6307\u4ee4\u53ef\u67e5\u770b\u76d1\u63a7\u65e5\u5fd7&#xff1a;<\/p>\n<p> Show me what my AI&#039;s been up to.<\/p>\n<p>\u7cfb\u7edf\u5c06\u663e\u793a\u6bcf\u6b21\u51fd\u6570\u8c03\u7528\u7684\u8be6\u7ec6\u4fe1\u606f&#xff0c;\u5305\u62ec\u6267\u884c\u65f6\u95f4\u548c\u76f8\u5173\u53c2\u6570\u3002<\/p>\n<p>Opik\u5b9e\u8d28\u4e0a\u662fAI\u7cfb\u7edf\u7684\u76d1\u63a7\u5c42&#xff0c;\u6709\u52a9\u4e8e\u5feb\u901f\u8bc6\u522b\u548c\u89e3\u51b3\u6027\u80fd\u6216\u884c\u4e3a\u95ee\u9898\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810040604-68981aacb4c24.jpg\" alt=\"\" \/><\/p>\n<h4>4\u3001GitHub&#xff1a;\u4ee3\u7801\u4ed3\u5e93\u96c6\u6210\u89e3\u51b3\u65b9\u6848<\/h4>\n<p>GitHub\u5b98\u65b9\u5f00\u53d1\u7684MCP\u670d\u52a1\u5668\u63d0\u4f9b\u4e86\u4e0eGitHub\u4ee3\u7801\u4ed3\u5e93\u7684\u6df1\u5ea6\u96c6\u6210\u3002\u8fd9\u4e00\u5de5\u5177\u7279\u522b\u9002\u7528\u4e8e\u9700\u8981\u5feb\u901f\u4e86\u89e3\u9879\u76ee\u72b6\u6001\u800c\u4e0d\u5e0c\u671b\u5728\u591a\u4e2a\u754c\u9762\u95f4\u5207\u6362\u7684\u573a\u666f\u3002\u901a\u8fc7\u8be5\u670d\u52a1\u5668&#xff0c;Claude\u80fd\u591f\u63d0\u4f9b\u4ed3\u5e93\u95ee\u9898\u7684\u7b80\u660e\u6458\u8981\u3002<\/p>\n<p>\u914d\u7f6e\u8fc7\u7a0b&#xff1a;<\/p>\n<p>git clone https:\/\/github.com\/github\/github-mcp-server<br \/>\ncd github-mcp-server<br \/>\nnpm install<br \/>\nexport GITHUB_TOKEN&#061;your_token<br \/>\nnpm start<\/p>\n<p>\u670d\u52a1\u5668\u8fd0\u884c\u5728localhost:4000\u3002\u914d\u7f6e\u5b8c\u6210\u540e&#xff0c;\u53ef\u4ee5\u5411Claude\u53d1\u51fa\u5982\u4e0b\u67e5\u8be2&#xff1a;<\/p>\n<p>Claude, what&#039;s up with my repo &#039;side-hustle&#039;?<\/p>\n<p>Claude\u4f1a\u8fd4\u56de\u4ed3\u5e93\u72b6\u6001\u6982\u8981&#xff1a;<\/p>\n<p>Two issues open: one&#039;s a bug in the login, another&#039;s about adding a share button.<\/p>\n<p>\u8fd9\u4e00\u96c6\u6210\u65b9\u6848\u6709\u6548\u51cf\u5c11\u4e86GitHub\u901a\u77e5\u7ba1\u7406\u7684\u590d\u6742\u6027&#xff0c;\u63d0\u4f9b\u4e86\u66f4\u9ad8\u6548\u7684\u9879\u76ee\u72b6\u6001\u8ddf\u8e2a\u65b9\u5f0f\u3002<\/p>\n<h4>5\u3001FastAPI-MCP&#xff1a;API\u96c6\u6210\u5f00\u53d1\u6846\u67b6<\/h4>\n<p>FastAPI-MCP\u662f\u4e00\u6b3e\u5c06FastAPI\u5e94\u7528\u8f6c\u6362\u4e3aAI\u53ef\u8bbf\u95ee\u8d44\u6e90\u7684\u5de5\u5177\u3002\u5728\u5b9e\u9645\u5e94\u7528\u4e2d&#xff0c;\u6211\u5f00\u53d1\u4e86\u4e00\u4e2a\u7ba1\u7406\u5f85\u529e\u4e8b\u9879\u7684\u7b80\u5355API&#xff0c;\u901a\u8fc7FastAPI-MCP\u4f7fClaude\u80fd\u591f\u76f4\u63a5\u67e5\u8be2\u8fd9\u4e9b\u6570\u636e\u3002<\/p>\n<p>\u90e8\u7f72\u6b65\u9aa4&#xff1a;<\/p>\n<p>git clone https:\/\/github.com\/jlowin\/fastmcp<br \/>\ncd fastmcp<br \/>\npip install fastapi-mcp<\/p>\n<p>FastAPI\u5e94\u7528\u96c6\u6210\u793a\u4f8b&#xff1a;<\/p>\n<p>from fastapi import FastAPI<br \/>\nfrom fastmcp import mcp  <\/p>\n<p>app &#061; FastAPI()  <\/p>\n<p>&#064;app.get(&#034;\/todo\/{item_id}&#034;)<br \/>\nasync def get_todo(item_id: int):<br \/>\n    return {&#034;id&#034;: item_id, &#034;task&#034;: f&#034;Task {item_id}&#034;}  <\/p>\n<p>&#064;mcp.tool()<br \/>\nasync def get_todo_tool(item_id: int):<br \/>\n    return await get_todo(item_id)<\/p>\n<p>\u4f7f\u7528<\/p>\n<p>uvicorn main:app &#8211;reload<\/p>\n<p>\u542f\u52a8\u670d\u52a1\u5668&#xff0c;\u8fde\u63a5\u5230localhost:8000\u540e&#xff0c;\u53ef\u4ee5\u5411Claude\u53d1\u51fa\u67e5\u8be2&#xff1a;<\/p>\n<p>What&#039;s task 5 on my to-do list?<\/p>\n<p>\u5f97\u5230\u54cd\u5e94&#xff1a;<\/p>\n<p>Task 5 is &#034;Call mom.&#034;<\/p>\n<p>FastAPI-MCP\u5927\u5927\u7b80\u5316\u4e86\u4e3aAI\u6a21\u578b\u521b\u5efa\u81ea\u5b9a\u4e49\u5de5\u5177\u7684\u8fc7\u7a0b&#xff0c;\u63d0\u4f9b\u4e86\u9ad8\u5ea6\u7075\u6d3b\u7684\u96c6\u6210\u65b9\u6848\u3002<\/p>\n<h4>\u603b\u7ed3<\/h4>\n<p>\u8fd9\u4e94\u79cdMCP\u670d\u52a1\u5668\u5404\u5177\u7279\u8272&#xff1a;Stagehand\u5728\u7f51\u7edc\u5185\u5bb9\u5904\u7406\u65b9\u9762\u8868\u73b0\u51fa\u8272&#xff0c;Jupyter\u9002\u7528\u4e8e\u6570\u636e\u5206\u6790\u573a\u666f&#xff0c;Opik\u63d0\u4f9b\u4e86\u7cfb\u7edf\u900f\u660e\u6027&#xff0c;GitHub\u670d\u52a1\u5668\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4fbf\u5229&#xff0c;\u800cFastAPI-MCP\u5219\u63d0\u4f9b\u4e86\u9ad8\u5ea6\u81ea\u5b9a\u4e49\u7684\u89e3\u51b3\u65b9\u6848\u3002\u8fd9\u4e9b\u5f00\u6e90\u5de5\u5177\u4e0d\u4ec5\u514d\u8d39\u4f7f\u7528&#xff0c;\u8fd8\u53ef\u4ee5\u6839\u636e\u7279\u5b9a\u9700\u6c42\u8fdb\u884c\u5b9a\u5236\u3002<\/p>\n<p>\u57fa\u4e8e\u5b9e\u8df5\u7ecf\u9a8c&#xff0c;\u63d0\u51fa\u4ee5\u4e0b\u5efa\u8bae&#xff1a;<\/p>\n<p>\u4ece\u4e2a\u4eba\u719f\u6089\u4e14\u611f\u5174\u8da3\u7684\u9886\u57df\u5165\u624b&#xff0c;\u4f8b\u5982\u5df2\u7ecf\u9891\u7e41\u4f7f\u7528GitHub\u7684\u5f00\u53d1\u8005\u53ef\u4f18\u5148\u5c1d\u8bd5GitHub MCP\u670d\u52a1\u5668\u3002Claude Desktop\u7b49\u652f\u6301MCP\u7684\u5ba2\u6237\u7aef\u662f\u6d4b\u8bd5\u8fd9\u4e9b\u670d\u52a1\u5668\u7684\u7406\u60f3\u5de5\u5177\u3002\u5728\u5b9e\u9645\u90e8\u7f72\u524d&#xff0c;\u5efa\u8bae\u8be6\u7ec6\u9605\u8bfb\u5404\u670d\u52a1\u5668\u5728GitHub\u4e0a\u7684\u6587\u6863&#xff0c;\u5e76\u5728\u672c\u5730\u73af\u5883\u4e2d\u5145\u5206\u6d4b\u8bd5\u548c\u719f\u6089\u5176\u529f\u80fd\u3002<\/p>\n<h4>\u5982\u4f55\u9ad8\u6548\u8f6c\u578bAI\u5927\u6a21\u578b\u9886\u57df&#xff1f;<\/h4>\n<p>\u7ed9\u5927\u5bb6\u63a8\u8350\u4e00\u4e2a\u975e\u5e38\u4f18\u8d28\u7684 AI \u5927\u6a21\u578b\u8d44\u6599&#xff0c;\u7531\u6211\u548c\u9c81\u4e3a\u6c11\u535a\u58eb\u5171\u540c\u6574\u7406&#xff0c;\u9c81\u4e3a\u6c11\u535a\u58eb\u5148\u540e\u83b7\u5f97\u4e86\u5317\u4eac\u6e05\u534e\u5927\u5b66\u5b66\u58eb\u548c\u7f8e\u56fd\u52a0\u5dde\u7406\u5de5\u5b66\u9662\u535a\u58eb\u5b66\u4f4d&#xff0c;\u5728\u5305\u62ecIEEE Transactions\u7b49\u5b66\u672f\u671f\u520a\u548c\u8bf8\u591a\u56fd\u9645\u4f1a\u8bae\u4e0a\u53d1\u8868\u4e86\u8d85\u8fc750\u7bc7\u5b66\u672f\u8bba\u6587\u3001\u53d6\u5f97\u4e86\u591a\u9879\u7f8e\u56fd\u548c\u4e2d\u56fd\u53d1\u660e\u4e13\u5229&#xff0c;\u540c\u65f6\u8fd8\u65a9\u83b7\u4e86\u5434\u6587\u4fca\u4eba\u5de5\u667a\u80fd\u79d1\u5b66\u6280\u672f\u5956\u3002\u76ee\u524d\u6211\u6b63\u5728\u548c\u9c81\u535a\u58eb\u5171\u540c\u8fdb\u884c\u4eba\u5de5\u667a\u80fd\u7684\u7814\u7a76\u3002<\/p>\n<p>\u8d44\u6599\u5185\u5bb9\u6db5\u76d6\u4e86\u4ece\u5165\u95e8\u5230\u8fdb\u9636\u7684\u5404\u7c7b\u89c6\u9891\u6559\u7a0b\u548c\u5b9e\u6218\u9879\u76ee&#xff0c;\u65e0\u8bba\u4f60\u662f\u5c0f\u767d\u8fd8\u662f\u6709\u4e9b\u6280\u672f\u57fa\u7840\u7684&#xff0c;\u8fd9\u4efd\u8d44\u6599\u90fd\u7edd\u5bf9\u80fd\u5e2e\u52a9\u4f60\u63d0\u5347\u85aa\u8d44\u5f85\u9047&#xff0c;\u8f6c\u884c\u5927\u6a21\u578b\u5c97\u4f4d\u3002\u5165\u53e3\u76f4\u63a5\u7ed9\u653e\u4e0b\u9762\u4e86&#xff0c;\u626b\u63cf\u4e0b\u65b9\u4e8c\u7ef4\u7801\u5373\u53ef\u9886\u53d6\u2193<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810040605-68981aad1eef8.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>AI\u5927\u6a21\u578b\u77e5\u8bc6\u8111\u56fe<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810040607-68981aaf8c820.webp\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h4>AI\u5927\u6a21\u578b\u7cbe\u9009\u4e66\u7c4d<\/h4>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810040607-68981aafa0119.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h4>AI\u5927\u6a21\u578b\u89c6\u9891\u6559\u7a0b<\/h4>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810040614-68981ab6cb338.jpg\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h4>AI\u5927\u6a21\u578b\u9762\u8bd5\u573a\u666f\u9898<\/h4>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810040620-68981abc2864e.webp\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810040620-68981abc3223c.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb1k\u6b21\uff0c\u70b9\u8d5e33\u6b21\uff0c\u6536\u85cf30\u6b21\u3002MCP\uff08Model Context Protocol\uff0c\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae\uff09\u662f\u4e00\u79cd\u4e13\u4e3aAI\u4e0e\u5916\u90e8\u73af\u5883\u901a\u4fe1\u8bbe\u8ba1\u7684\u6280\u672f\u534f\u8bae\u3002\u5b83\u4f7fClaude\u7b49AI\u6a21\u578b\u80fd\u591f\u4e0e\u7f51\u7ad9\u3001\u4ee3\u7801\u73af\u5883\u7b49\u5916\u90e8\u7cfb\u7edf\u5efa\u7acb\u6709\u6548\u8fde\u63a5\u3002\u5728\u6ca1\u6709MCP\u7684\u60c5\u51b5\u4e0b\uff0cAI\u6a21\u578b\u53ea\u80fd\u57fa\u4e8e\u5176\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u63a8\u7406\uff0c\u65e0\u6cd5\u83b7\u53d6\u5b9e\u65f6\u5916\u90e8\u4fe1\u606f\u3002\u901a\u8fc7MCP\u534f\u8bae\uff0c\u7528\u6237\u53ef\u4ee5\u5b9e\u73b0\u8bf8\u5982&quot;\u8bf7Claude\u83b7\u53d6GitHub\u7684issues\u5217\u8868&quot;\u7b49\u6307\u4ee4\uff0c\u5e76\u83b7\u5f97\u57fa\u4e8e\u5b9e\u65f6\u6570\u636e\u7684\u51c6\u786e\u54cd\u5e94\u3002\u521d\u6b21\u6210\u529f\u914d\u7f6e\u5e76\u8fd0\u884cMCP\u670d\u52a1\u5668\u65f6\uff0c\u5176\u6269\u5c55AI\u80fd\u529b\u7684\u6548\u679c\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\uff0c\u5982\u540c\u4e3aAI\u63d0\u4f9b\u4e86\u4e0e\u5916\u90e8\u4e16\u754c\u4ea4\u4e92\u7684\u65b0\u63a5\u53e3\u3002_mcp\u670d\u52a1 +ai\u6253\u5de5<\/p>\n","protected":false},"author":2,"featured_media":50756,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[997,2946,50,132,371,43,44],"topic":[],"class_list":["post-50765","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-langchain","tag-prompt","tag-50","tag-132","tag-371","tag-43","tag-44"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>5\u4e2a\u5f00\u6e90MCP\u670d\u52a1\u5668\uff1a\u6269\u5c55AI\u52a9\u624b\u80fd\u529b\uff0c\u9ad8\u6548\u5904\u7406\u65e5\u5e38\u5de5\u4f5c_stagehand mcp - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/50765.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"5\u4e2a\u5f00\u6e90MCP\u670d\u52a1\u5668\uff1a\u6269\u5c55AI\u52a9\u624b\u80fd\u529b\uff0c\u9ad8\u6548\u5904\u7406\u65e5\u5e38\u5de5\u4f5c_stagehand mcp - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb1k\u6b21\uff0c\u70b9\u8d5e33\u6b21\uff0c\u6536\u85cf30\u6b21\u3002MCP\uff08Model Context 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