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key\u4f4d\u7f6e\u3001OAuth2\u6d41\u7a0b&#xff09;&#xff0c;\u751f\u6210\u5bf9\u5e94\u7684\u73af\u5883\u914d\u7f6e\u548c\u767b\u5f55\u903b\u8f91&#xff1b;<\/li>\n<li>\u9020\u63d2\u5ea7\u96f6\u4ef6&#xff1a;\u4e3a\u6bcf\u4e2aAPI\u7aef\u70b9\u751f\u6210MCP\u5de5\u5177\u5b9a\u4e49&#xff0c;\u5305\u62ec\u8f93\u5165\u8f93\u51fa\u683c\u5f0f\u3001\u8bf7\u6c42\u8f6c\u6362\u903b\u8f91&#xff1b;<\/li>\n<li>\u7ec4\u88c5\u6210\u54c1&#xff1a;\u8f93\u51fa\u5b8c\u6574\u7684MCP\u670d\u52a1\u5668\u4ee3\u7801&#xff0c;\u80fd\u76f4\u63a5\u8fd0\u884c&#xff0c;\u652f\u6301\u548cLLM\u5ba2\u6237\u7aef&#xff08;\u5982Claude&#xff09;\u901a\u4fe1\u3002<\/li>\n<h4>\u7b2c\u4e09\u6b65&#xff1a;\u6d4b\u8bd5\u201c\u63d2\u5ea7\u201d\u597d\u4e0d\u597d\u7528<\/h4>\n<p>\u7814\u7a76\u8005\u752850\u4e2a\u771f\u5b9e\u4e16\u754c\u7684API&#xff08;\u6db5\u76d610\u591a\u4e2a\u9886\u57df&#xff0c;\u51715,066\u4e2a\u7aef\u70b9&#xff09;\u6d4b\u8bd5AutoMCP&#xff1a;<\/p>\n<ul>\n<li>\u4ece\u6bcf\u4e2aAPI\u4e2d\u62bd\u6837\u6d4b\u8bd5\u5de5\u5177\u8c03\u7528&#xff0c;\u51711,023\u6b21&#xff1b;<\/li>\n<li>\u521d\u59cb\u6210\u529f\u738776.5%&#xff0c;\u5931\u8d25\u539f\u56e0\u5168\u662fOpenAPI\u89c4\u8303\u7684\u95ee\u9898&#xff08;\u5982\u8ba4\u8bc1\u4fe1\u606f\u4e0d\u5168\u3001URL\u683c\u5f0f\u9519\u8bef\u7b49&#xff09;&#xff1b;<\/li>\n<li>\u9488\u5bf9\u6027\u4fee\u590d\u540e&#xff0c;\u6210\u529f\u7387\u98d9\u5347\u81f399.9%\u3002<\/li>\n<\/ul>\n<p>\u4ed6\u4eec\u8fd8\u628aAutoMCP\u751f\u6210\u7684\u670d\u52a1\u5668\u548c17\u4e2a\u5b98\u65b9\u624b\u52a8\u5f00\u53d1\u7684MCP\u670d\u52a1\u5668\u5bf9\u6bd4&#xff0c;\u53d1\u73b0AutoMCP\u8986\u76d6\u7684\u5de5\u5177\u66f4\u591a&#xff08;14\/17\u7684\u6848\u4f8b\u4e2d\u8d85\u8fc7\u5b98\u65b9&#xff09;&#xff0c;\u4f46\u4ee3\u7801\u91cf\u5374\u5c11\u5f97\u591a&#xff08;\u6bd4\u5982Resend\u7684\u5b98\u65b9\u670d\u52a1\u5668\u6709704,128\u884c\u4ee3\u7801&#xff0c;AutoMCP\u751f\u6210\u7684\u53ea\u6709959\u884c&#xff09;\u3002<\/p>\n<h3>\u4e3b\u8981\u8d21\u732e&#xff1a;\u8ba9LLM\u5de5\u5177\u96c6\u6210\u201c\u63d2\u7535\u5373\u7528\u201d<\/h3>\n<p>\u8fd9\u7bc7\u8bba\u6587\u7684\u6838\u5fc3\u4ef7\u503c&#xff0c;\u53ef\u4ee5\u603b\u7ed3\u4e3a\u4e09\u4e2a\u201c\u51cf\u5c11\u201d&#xff1a;<\/p>\n<li>\u51cf\u5c11\u5f00\u53d1\u65f6\u95f4&#xff1a;AutoMCP\u81ea\u52a8\u751f\u6210MCP\u670d\u52a1\u5668&#xff0c;\u7701\u53bb\u4e86\u624b\u52a8\u5199\u80f6\u6c34\u4ee3\u7801\u7684\u91cd\u590d\u52b3\u52a8\u3002\u6bd4\u5982GitHub\u7684\u5b98\u65b9MCP\u670d\u52a1\u5668\u8981\u5199\u5927\u91cf\u624b\u52a8\u4ee3\u7801&#xff0c;\u800cAutoMCP\u53ea\u9700\u57fa\u4e8eOpenAPI\u89c4\u8303\u4e00\u952e\u751f\u6210&#xff1b;<\/li>\n<li>\u51cf\u5c11\u5931\u8d25\u6982\u7387&#xff1a;\u901a\u8fc7\u5206\u67905\u7c7bOpenAPI\u89c4\u8303\u7684\u5e38\u89c1\u95ee\u9898&#xff08;\u5982\u5b89\u5168\u65b9\u6848\u7f3a\u5931\u3001URL\u683c\u5f0f\u9519\u8bef&#xff09;&#xff0c;\u7ed9\u51fa\u4e86\u7b80\u5355\u7684\u4fee\u590d\u65b9\u6cd5&#xff0c;\u8ba9\u751f\u6210\u7684\u670d\u52a1\u5668\u51e0\u4e4e\u4e0d\u4f1a\u51fa\u9519&#xff1b;<\/li>\n<li>\u51cf\u5c11\u751f\u6001\u74f6\u9888&#xff1a;\u6307\u51faMCP\u7684\u63a8\u5e7f\u74f6\u9888\u4e0d\u662f\u6280\u672f\u6807\u51c6&#xff0c;\u800c\u662f\u89c4\u8303\u8d28\u91cf&#xff0c;\u4e3aLLM\u5de5\u5177\u751f\u6001\u7684\u53d1\u5c55\u6307\u660e\u4e86\u65b9\u5411\u2014\u2014\u672a\u6765\u91cd\u70b9\u8981\u4f18\u5316OpenAPI\u89c4\u8303\u7684\u5b8c\u6574\u6027\u3002<\/li>\n<h3>\u603b\u7ed3&#xff1a;\u4ece\u201c\u624b\u52a8\u63a5\u7ebf\u201d\u5230\u201c\u63d2\u7535\u5373\u7528\u201d<\/h3>\n<p>\u8fd9\u7bc7\u8bba\u6587\u89e3\u51b3\u4e86LLM\u5de5\u5177\u96c6\u6210\u4e2d\u7684\u4e00\u4e2a\u5173\u952e\u95ee\u9898&#xff1a;MCP\u670d\u52a1\u5668\u624b\u52a8\u6784\u5efa\u6548\u7387\u4f4e\u3001\u91cd\u590d\u6027\u9ad8\u3002\u901a\u8fc7AutoMCP&#xff0c;\u5f00\u53d1\u8005\u53ef\u4ee5\u628a\u7cbe\u529b\u4ece\u5199\u80f6\u6c34\u4ee3\u7801\u8f6c\u5411\u4f18\u5316API\u89c4\u8303&#xff0c;\u8ba9LLM\u8c03\u7528\u5916\u90e8\u5de5\u5177\u50cf\u201c\u63d2\u7535\u201d\u4e00\u6837\u7b80\u5355\u3002<\/p>\n<p>\u89e3\u51b3\u7684\u4e3b\u8981\u95ee\u9898&#xff1a;MCP\u4f5c\u4e3aLLM\u5de5\u5177\u96c6\u6210\u7684\u6807\u51c6&#xff0c;\u56e0\u670d\u52a1\u5668\u6784\u5efa\u624b\u52a8\u5316\u5bfc\u81f4\u63a8\u5e7f\u53d7\u9650&#xff1b;<br \/>\n\u4e3b\u8981\u6210\u679c&#xff1a;\u63d0\u51faAutoMCP\u5de5\u5177&#xff0c;\u5b9e\u73b0\u4eceOpenAPI\u5230MCP\u670d\u52a1\u5668\u7684\u81ea\u52a8\u5316\u751f\u6210&#xff0c;\u6210\u529f\u7387\u8fd1100%&#xff0c;\u5e76\u63ed\u793a\u4e86OpenAPI\u89c4\u8303\u8d28\u91cf\u7684\u91cd\u8981\u6027\u3002<\/p>\n<hr \/>\n<h4>\u601d\u7ef4\u5bfc\u56fe&#xff1a;<\/h4>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250729185655-68891977ac3d2.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<hr \/>\n<h3>\u8be6\u7ec6\u63a2\u7a76&#xff1a;<\/h3>\n<h4>\u4e00\u3001\u7814\u7a76\u80cc\u666f\u4e0e\u52a8\u673a<\/h4>\n<ul>\n<li>MCP\u7684\u63d0\u51fa&#xff1a;Anthropic\u4e8e2024\u5e74\u672b\u63a8\u51faModel Context Protocol (MCP)&#xff0c;\u4f5c\u4e3aLLM\u4e0e\u5de5\u5177\u96c6\u6210\u7684\u6807\u51c6\u5316\u63a5\u53e3&#xff0c;\u91c7\u7528 schema-driven\u3001JSON-RPC\u67b6\u6784&#xff0c;\u652f\u6301\u52a8\u6001\u5de5\u5177\u53d1\u73b0\u4e0e\u8c03\u7528&#xff0c;\u65e8\u5728\u89e3\u51b3\u624b\u52a8\u96c6\u6210\u7684\u7e41\u7410\u95ee\u9898\u3002<\/li>\n<li>\u73b0\u6709\u74f6\u9888&#xff1a;MCP\u670d\u52a1\u5668\u6784\u5efa\u4ecd\u9700\u624b\u52a8\u5b8c\u6210&#xff0c;\u5f00\u53d1\u8005\u9700\u8f6c\u6362REST\u7aef\u70b9\u3001\u5b9a\u4e49schema\u3001\u5904\u7406\u8ba4\u8bc1\u7b49&#xff0c;\u91cd\u590d\u4e14\u4f4e\u6548&#xff0c;\u9650\u5236\u4e86\u5176adoption\u3002<\/li>\n<li>\u7814\u7a76\u76ee\u6807&#xff1a;\u63a2\u7d22MCP\u670d\u52a1\u5668\u6784\u5efa\u7684\u81ea\u52a8\u5316\u53ef\u80fd\u6027&#xff0c;\u63d0\u51fa\u89e3\u51b3\u65b9\u6848\u5e76\u8bc4\u4f30\u5176\u6709\u6548\u6027\u3002<\/li>\n<\/ul>\n<h4>\u4e8c\u3001MCP Adoption\u5b9e\u8bc1\u7814\u7a76<\/h4>\n<ul>\n<li>\u6570\u636e\u89c4\u6a21&#xff1a;\u5206\u67902024\u5e7410\u6708\u81f32025\u5e744\u6708\u95f422,722\u4e2a\u542bMCP\u6807\u7b7e\u7684GitHub\u4ed3\u5e93&#xff0c;\u4ec51,164\u4e2a\u542b\u529f\u80fd\u6027\u670d\u52a1\u5668\u3002<\/li>\n<li>\u670d\u52a1\u5668\u7279\u5f81&#xff1a;\n<ul>\n<li>\u89c4\u6a21&#xff1a;\u4e2d\u4f4d\u6570920\u884c\u4ee3\u7801&#xff0c;8%\u7684\u4ed3\u5e93\u5360\u603b\u4ee3\u7801\u91cf\u768442%&#xff0c;\u5448\u91cd\u5c3e\u5206\u5e03&#xff1b;<\/li>\n<li>\u56e2\u961f&#xff1a;\u4e2d\u4f4d\u65701\u540d\u8d21\u732e\u8005&#xff0c;73%\u7684\u63d0\u4ea4\u96c6\u4e2d\u5728\u4e3b\u7ef4\u62a4\u8005&#xff0c;\u5de5\u4f5c\u8d1f\u8f7d\u9ad8\u5ea6\u96c6\u4e2d&#xff1b;<\/li>\n<li>\u5f00\u53d1\u5f3a\u5ea6&#xff1a;\u4e2d\u4f4d\u6570\u6bcf\u670831\u884c\u4ee3\u7801\u53d8\u66f4&#xff0c;\u4e0e\u4ee3\u7801\u89c4\u6a21\u4e2d\u5ea6\u76f8\u5173\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4>\u4e09\u3001AutoMCP\u8bbe\u8ba1\u4e0e\u5b9e\u73b0<\/h4>\n<ul>\n<li>\u6838\u5fc3\u529f\u80fd&#xff1a;\u5c06OpenAPI 2.0\/3.0\u89c4\u8303\u8f6c\u6362\u4e3a\u53ef\u90e8\u7f72\u7684MCP\u670d\u52a1\u5668&#xff0c;\u89e3\u6790\u7aef\u70b9\u3001\u8ba4\u8bc1\u65b9\u6848\u7b49&#xff0c;\u751f\u6210\u5b8c\u6574\u8fd0\u884c\u903b\u8f91\u3002<\/li>\n<li>\u5de5\u4f5c\u6d41\u7a0b&#xff08;Algorithm 1&#xff09;&#xff1a;\n<li>\u89e3\u6790\u8f93\u5165&#xff1a;\u52a0\u8f7dOpenAPI\u89c4\u8303&#xff08;YAML\/JSON&#xff09;&#xff1b;<\/li>\n<li>\u9884\u5904\u7406&#xff1a;\u7edf\u4e00\u7248\u672c\u3001\u89e3\u6790$ref\u5f15\u7528\u3001\u9a8c\u8bc1\u89c4\u8303&#xff1b;<\/li>\n<li>\u8ba4\u8bc1\u5904\u7406&#xff1a;\u63d0\u53d6\u5b89\u5168\u65b9\u6848&#xff0c;\u751f\u6210.env\u6587\u4ef6\u53caOAuth\u5904\u7406\u903b\u8f91&#xff1b;<\/li>\n<li>\u751f\u6210\u5b58\u6839&#xff1a;\u4e3a\u6bcf\u4e2a\u7aef\u70b9\u521b\u5efa\u5904\u7406\u51fd\u6570&#xff0c;\u6ce8\u518c\u4e3aMCP\u5de5\u5177&#xff1b;<\/li>\n<li>\u8f93\u51fa\u914d\u7f6e&#xff1a;\u751f\u6210\u53ef\u6267\u884c\u670d\u52a1\u5668\u4ee3\u7801\u53ca\u73af\u5883\u914d\u7f6e\u3002<\/li>\n<\/li>\n<\/ul>\n<h4>\u56db\u3001AutoMCP\u8bc4\u4f30\u7ed3\u679c<\/h4>\n<table>\n<tr>\u9879\u76ee\u8be6\u60c5<\/tr>\n<tbody>\n<tr>\n<td>\u8bc4\u4f30\u5bf9\u8c61<\/td>\n<td>50\u4e2a\u771f\u5b9eAPI&#xff0c;\u8986\u76d610&#043;\u9886\u57df&#xff0c;\u51715,066\u4e2a\u7aef\u70b9&#xff0c;\u57fa\u4e8eOpenAPI 2.0\/3.0\u89c4\u8303<\/td>\n<\/tr>\n<tr>\n<td>\u521d\u59cb\u6210\u529f\u7387<\/td>\n<td>\u5bf91,023\u4e2a\u62bd\u6837\u5de5\u5177\u8c03\u7528&#xff0c;76.5%&#xff08;783\u4e2a&#xff09;\u6210\u529f<\/td>\n<\/tr>\n<tr>\n<td>\u5931\u8d25\u539f\u56e0<\/td>\n<td>5\u7c7bOpenAPI\u89c4\u8303\u95ee\u9898&#xff1a;\u5b89\u5168\u65b9\u6848\u7f3a\u5931\/\u9519\u8bef&#xff08;14.4%\u7aef\u70b9&#xff09;\u3001base 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