{"id":24782,"date":"2025-04-19T10:46:58","date_gmt":"2025-04-19T02:46:58","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/24782.html"},"modified":"2025-04-19T10:46:58","modified_gmt":"2025-04-19T02:46:58","slug":"%e6%90%ad%e5%bb%ba%e4%bd%a0%e7%9a%84%e7%ac%ac%e4%b8%80%e4%b8%aamcp%e6%9c%8d%e5%8a%a1%e5%99%a8%ef%bc%88python%e7%89%88%ef%bc%89","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/24782.html","title":{"rendered":"\u642d\u5efa\u4f60\u7684\u7b2c\u4e00\u4e2aMCP\u670d\u52a1\u5668\uff08Python\u7248\uff09"},"content":{"rendered":"

\u524d\u8a00<\/h3>\n

\u5728\u4e0a\u4e24\u7bc7\u535a\u5ba2\u4e2d，\u6211\u4eec\u5df2\u7ecf\u5bf9MCP（Model Context Protocol）\u6709\u4e86\u521d\u6b65\u7684\u4e86\u89e3\u3002MCP\u662f\u4e00\u79cd\u5f3a\u5927\u7684\u534f\u8bae，\u80fd\u591f\u7b80\u5316LLM（\u5927\u578b\u8bed\u8a00\u6a21\u578b）\u4e0e\u5916\u90e8\u5de5\u5177\u7684\u4ea4\u4e92\u3002\u4eca\u5929，\u6211\u4eec\u5c06\u901a\u8fc7\u4e00\u4e2a\u5177\u4f53\u7684\u4f8b\u5b50，\u5c55\u793a\u5982\u4f55\u4f7f\u7528Python\u642d\u5efa\u4e00\u4e2a\u7b80\u5355\u7684MCP\u670d\u52a1\u5668\u3002\u901a\u8fc7\u8fd9\u4e2a\u8fc7\u7a0b，\u4f60\u5c06\u80fd\u591f\u66f4\u597d\u5730\u7406\u89e3MCP\u7684\u5de5\u4f5c\u539f\u7406，\u5e76\u4e3a\u540e\u7eed\u7684\u5e94\u7528\u5f00\u53d1\u6253\u4e0b\u57fa\u7840\u3002<\/p>\n

\u4e00\u3001\u642d\u5efaMCP\u670d\u52a1\u5668\u7684\u6b65\u9aa4<\/h3>\n

（\u4e00）\u73af\u5883\u51c6\u5907<\/h4>\n

\u5728\u5f00\u59cb\u4e4b\u524d，\u6211\u4eec\u9700\u8981\u786e\u4fdd\u5df2\u7ecf\u5b89\u88c5\u4e86Python\u73af\u5883，\u5e76\u4e14\u5b89\u88c5\u4e86\u5fc5\u8981\u7684\u5e93\u3002\u6211\u4eec\u5c06\u4f7f\u7528mcp-sdk\u5e93\u6765\u5b9e\u73b0MCP\u670d\u52a1\u5668\u7684\u529f\u80fd\u3002\u5982\u679c\u4f60\u8fd8\u6ca1\u6709\u5b89\u88c5\u8fd9\u4e2a\u5e93，\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5：<\/p>\n

bash\u590d\u5236<\/p>\n

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

（\u4e8c）\u521b\u5efaMCP\u670d\u52a1\u5668<\/h4>\n

\u63a5\u4e0b\u6765，\u6211\u4eec\u5c06\u7f16\u5199\u4ee3\u7801\u6765\u521b\u5efa\u4e00\u4e2a\u7b80\u5355\u7684MCP\u670d\u52a1\u5668\u3002\u8fd9\u4e2a\u670d\u52a1\u5668\u5c06\u5305\u542b\u4e00\u4e2a\u5de5\u5177，\u7528\u4e8e\u5904\u7406\u8f93\u5165\u7684\u6587\u672c\u6570\u636e\u3002<\/p>\n

（\u4e09）\u5b9a\u4e49\u5de5\u5177<\/h4>\n

\u5728MCP\u4e2d，\u5de5\u5177（Tool）\u662f\u670d\u52a1\u5668\u63d0\u4f9b\u7ed9LLM\u7684\u63a5\u53e3\u3002\u6211\u4eec\u5c06\u5b9a\u4e49\u4e00\u4e2a\u7b80\u5355\u7684\u5de5\u5177，\u7528\u4e8e\u63a5\u6536\u8f93\u5165\u6587\u672c\u5e76\u8fd4\u56de\u5904\u7406\u540e\u7684\u7ed3\u679c\u3002<\/p>\n

（\u56db）\u542f\u52a8\u670d\u52a1\u5668<\/h4>\n

\u6700\u540e，\u6211\u4eec\u5c06\u542f\u52a8MCP\u670d\u52a1\u5668，\u5e76\u901a\u8fc7\u5ba2\u6237\u7aef\u8c03\u7528\u5de5\u5177\u6765\u9a8c\u8bc1\u670d\u52a1\u5668\u662f\u5426\u6b63\u5e38\u5de5\u4f5c\u3002<\/p>\n

\u4e8c\u3001\u4ee3\u7801\u793a\u4f8b<\/h3>\n

（\u4e00）\u5b9a\u4e49\u5de5\u5177<\/h4>\n

\u9996\u5148，\u6211\u4eec\u9700\u8981\u5b9a\u4e49\u4e00\u4e2a\u5de5\u5177\u7c7b\u3002\u8fd9\u4e2a\u5de5\u5177\u7c7b\u5c06\u7ee7\u627f\u81eamcp_sdk.Tool，\u5e76\u5b9e\u73b0run\u65b9\u6cd5\u3002run\u65b9\u6cd5\u662f\u5de5\u5177\u7684\u6838\u5fc3\u903b\u8f91，\u5b83\u63a5\u6536\u8f93\u5165\u6570\u636e\u5e76\u8fd4\u56de\u5904\u7406\u7ed3\u679c\u3002<\/p>\n

Python\u590d\u5236<\/p>\n

from mcp_sdk import Tool<\/p>\n

class MyTool(Tool):
\n def run(self, input_data):
\n # \u5904\u7406\u8f93\u5165\u6570\u636e
\n processed_data = f"Processed: {input_data}"
\n return processed_data <\/p>\n

（\u4e8c）\u521b\u5efaMCP\u670d\u52a1\u5668<\/h4>\n

\u63a5\u4e0b\u6765，\u6211\u4eec\u5c06\u521b\u5efa\u4e00\u4e2aMCP\u670d\u52a1\u5668，\u5e76\u5c06\u5de5\u5177\u6ce8\u518c\u5230\u670d\u52a1\u5668\u4e2d\u3002MCP\u670d\u52a1\u5668\u5c06\u76d1\u542c\u5ba2\u6237\u7aef\u7684\u8bf7\u6c42，\u5e76\u5c06\u8bf7\u6c42\u8f6c\u53d1\u5230\u76f8\u5e94\u7684\u5de5\u5177\u3002<\/p>\n

Python\u590d\u5236<\/p>\n

from mcp_sdk import MCP<\/p>\n

# \u521b\u5efaMCP\u670d\u52a1\u5668\u5b9e\u4f8b
\nmcp = MCP()<\/p>\n

# \u6ce8\u518c\u5de5\u5177
\nmcp.register_tool(MyTool(), name="my_tool") <\/p>\n

（\u4e09）\u542f\u52a8\u670d\u52a1\u5668<\/h4>\n

\u6700\u540e，\u6211\u4eec\u5c06\u542f\u52a8MCP\u670d\u52a1\u5668\u3002\u9ed8\u8ba4\u60c5\u51b5\u4e0b，\u670d\u52a1\u5668\u5c06\u76d1\u542clocalhost\u76848080\u7aef\u53e3\u3002\u4f60\u53ef\u4ee5\u6839\u636e\u9700\u8981\u4fee\u6539\u7aef\u53e3\u53f7\u3002<\/p>\n

Python\u590d\u5236<\/p>\n

# \u542f\u52a8\u670d\u52a1\u5668
\nmcp.start() <\/p>\n

（\u56db）\u5b8c\u6574\u7684\u670d\u52a1\u5668\u4ee3\u7801<\/h4>\n

\u5c06\u4e0a\u8ff0\u4ee3\u7801\u7ec4\u5408\u8d77\u6765，\u5b8c\u6574\u7684MCP\u670d\u52a1\u5668\u4ee3\u7801\u5982\u4e0b：<\/p>\n

Python\u590d\u5236<\/p>\n

from mcp_sdk import MCP, Tool<\/p>\n

# \u5b9a\u4e49\u5de5\u5177\u7c7b
\nclass MyTool(Tool):
\n def run(self, input_data):
\n # \u5904\u7406\u8f93\u5165\u6570\u636e
\n processed_data = f"Processed: {input_data}"
\n return processed_data<\/p>\n

# \u521b\u5efaMCP\u670d\u52a1\u5668\u5b9e\u4f8b
\nmcp = MCP()<\/p>\n

# \u6ce8\u518c\u5de5\u5177
\nmcp.register_tool(MyTool(), name="my_tool")<\/p>\n

# \u542f\u52a8\u670d\u52a1\u5668
\nmcp.start() <\/p>\n

\u4e09\u3001\u8c03\u7528MCP\u5de5\u5177<\/h3>\n

\u4e3a\u4e86\u9a8c\u8bc1\u6211\u4eec\u7684MCP\u670d\u52a1\u5668\u662f\u5426\u6b63\u5e38\u5de5\u4f5c，\u6211\u4eec\u9700\u8981\u7f16\u5199\u4e00\u4e2a\u5ba2\u6237\u7aef\u4ee3\u7801\u6765\u8c03\u7528\u670d\u52a1\u5668\u4e0a\u7684\u5de5\u5177\u3002<\/p>\n

（\u4e00）\u521b\u5efa\u5ba2\u6237\u7aef<\/h4>\n

\u5ba2\u6237\u7aef\u5c06\u4f7f\u7528mcp_sdk.MCPClient\u7c7b\u6765\u8fde\u63a5MCP\u670d\u52a1\u5668，\u5e76\u8c03\u7528\u5de5\u5177\u3002<\/p>\n

Python\u590d\u5236<\/p>\n

from mcp_sdk import MCPClient<\/p>\n

# \u521b\u5efa\u5ba2\u6237\u7aef\u5b9e\u4f8b
\nclient = MCPClient("http:\/\/localhost:8080")<\/p>\n

# \u8c03\u7528\u5de5\u5177
\nresult = client.call_tool("my_tool", "Hello, MCP!")
\nprint(result) # \u8f93\u51fa：Processed: Hello, MCP! <\/p>\n

（\u4e8c）\u5b8c\u6574\u7684\u5ba2\u6237\u7aef\u4ee3\u7801<\/h4>\n

\u5b8c\u6574\u7684\u5ba2\u6237\u7aef\u4ee3\u7801\u5982\u4e0b：<\/p>\n

Python\u590d\u5236<\/p>\n

from mcp_sdk import MCPClient<\/p>\n

# \u521b\u5efa\u5ba2\u6237\u7aef\u5b9e\u4f8b
\nclient = MCPClient("http:\/\/localhost:8080")<\/p>\n

# \u8c03\u7528\u5de5\u5177
\nresult = client.call_tool("my_tool", "Hello, MCP!")
\nprint(result) # \u8f93\u51fa：Processed: Hello, MCP! <\/p>\n

\u56db\u3001\u5e94\u7528\u573a\u666f<\/h3>\n

（\u4e00）\u6570\u636e\u5904\u7406<\/h4>\n

\u4f60\u53ef\u4ee5\u6269\u5c55\u8fd9\u4e2a\u5de5\u5177，\u4f7f\u5176\u80fd\u591f\u5904\u7406\u66f4\u590d\u6742\u7684\u6570\u636e，\u4f8b\u5982\u4ece\u6570\u636e\u5e93\u4e2d\u8bfb\u53d6\u6570\u636e\u6216\u5bf9\u56fe\u50cf\u8fdb\u884c\u5904\u7406\u3002<\/p>\n

（\u4e8c）\u81ea\u52a8\u5316\u4efb\u52a1<\/h4>\n

\u901a\u8fc7MCP，\u4f60\u53ef\u4ee5\u5c06LLM\u4e0e\u81ea\u52a8\u5316\u5de5\u5177\u8fde\u63a5\u8d77\u6765，\u5b9e\u73b0\u81ea\u52a8\u5316\u4efb\u52a1\u7684\u6267\u884c\u3002\u4f8b\u5982，\u4f60\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a\u5de5\u5177\u6765\u81ea\u52a8\u53d1\u9001\u90ae\u4ef6\u6216\u66f4\u65b0\u65e5\u5386\u4e8b\u4ef6\u3002<\/p>\n

（\u4e09）\u667a\u80fd\u52a9\u624b<\/h4>\n

\u5728\u667a\u80fd\u52a9\u624b\u5e94\u7528\u4e2d，\u4f60\u53ef\u4ee5\u901a\u8fc7MCP\u5c06LLM\u4e0e\u5404\u79cd\u670d\u52a1\u8fde\u63a5\u8d77\u6765，\u4f8b\u5982\u5929\u6c14\u67e5\u8be2\u3001\u65b0\u95fb\u9605\u8bfb\u7b49\u3002<\/p>\n

\u4e94\u3001\u6ce8\u610f\u4e8b\u9879<\/h3>\n

（\u4e00）\u5b89\u5168\u6027<\/h4>\n

\u5728\u5b9e\u9645\u90e8\u7f72\u4e2d，\u4f60\u9700\u8981\u8003\u8651\u6570\u636e\u4f20\u8f93\u7684\u5b89\u5168\u6027\u3002\u53ef\u4ee5\u4f7f\u7528HTTPS\u6765\u52a0\u5bc6\u6570\u636e\u4f20\u8f93，\u5e76\u786e\u4fdd\u670d\u52a1\u5668\u548c\u5ba2\u6237\u7aef\u4e4b\u95f4\u7684\u901a\u4fe1\u662f\u5b89\u5168\u7684\u3002<\/p>\n

（\u4e8c）\u9519\u8bef\u5904\u7406<\/h4>\n

\u5728\u5de5\u5177\u7684run\u65b9\u6cd5\u4e2d，\u4f60\u9700\u8981\u6dfb\u52a0\u9002\u5f53\u7684\u9519\u8bef\u5904\u7406\u903b\u8f91\u3002\u5982\u679c\u5de5\u5177\u7684\u903b\u8f91\u5931\u8d25，\u5e94\u8be5\u8fd4\u56de\u4e00\u4e2a\u6e05\u6670\u7684\u9519\u8bef\u4fe1\u606f，\u800c\u4e0d\u662f\u76f4\u63a5\u629b\u51fa\u5f02\u5e38\u3002<\/p>\n

（\u4e09）\u6027\u80fd\u4f18\u5316<\/h4>\n

\u5982\u679c\u5de5\u5177\u7684\u903b\u8f91\u8f83\u4e3a\u590d\u6742，\u53ef\u80fd\u4f1a\u5f71\u54cd\u670d\u52a1\u5668\u7684\u6027\u80fd\u3002\u53ef\u4ee5\u901a\u8fc7\u5f02\u6b65\u5904\u7406\u6216\u7f13\u5b58\u673a\u5236\u6765\u4f18\u5316\u6027\u80fd\u3002<\/p>\n

\u516d\u3001\u603b\u7ed3<\/h3>\n

\u901a\u8fc7\u672c\u6587\u7684\u4ecb\u7ecd，\u4f60\u5df2\u7ecf\u6210\u529f\u642d\u5efa\u4e86\u4e00\u4e2a\u7b80\u5355\u7684MCP\u670d\u52a1\u5668，\u5e76\u901a\u8fc7\u5ba2\u6237\u7aef\u8c03\u7528\u4e86\u670d\u52a1\u5668\u4e0a\u7684\u5de5\u5177\u3002MCP\u4e3aLLM\u4e0e\u5916\u90e8\u5de5\u5177\u7684\u4ea4\u4e92\u63d0\u4f9b\u4e86\u4e00\u79cd\u9ad8\u6548\u7684\u65b9\u5f0f，\u53ef\u4ee5\u5e2e\u52a9\u4f60\u5feb\u901f\u6784\u5efa\u667a\u80fd\u5e94\u7528\u3002\u5e0c\u671b\u672c\u6587\u7684\u5185\u5bb9\u80fd\u591f\u5e2e\u52a9\u4f60\u66f4\u597d\u5730\u7406\u89e3\u548c\u4f7f\u7528MCP\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

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