{"id":5535,"date":"2025-04-30T01:33:50","date_gmt":"2025-04-29T17:33:50","guid":{"rendered":"https:\/\/infernews.com\/?page_id=5535"},"modified":"2025-04-30T04:44:21","modified_gmt":"2025-04-29T20:44:21","slug":"agentfuture","status":"publish","type":"page","link":"https:\/\/infernews.com\/blog\/agentfuture\/","title":{"rendered":"AI MCP, A2A, MACP \u61c9\u7528\u767c\u5c55\u524d\u666f"},"content":{"rendered":"\n<p id=\"block-4c0716d7-ba41-41e4-83f0-797069a39bd8\">\u6839\u64da\u8cc7\u6599\u548c\u6b77\u53f2\uff0cAI MCP, A2A, MACP \u7684\u61c9\u7528\u767c\u5c55\u524d\u666f\u53ef\u4ee5\u5f9e\u4ee5\u4e0b\u5e7e\u500b\u95dc\u9375\u90e8\u5206\uff1a<\/p>\n\n\n\n<ol id=\"block-70f046e3-75fa-4c56-9812-cab78928ccdb\" class=\"wp-block-list\">\n<li><strong>AI Agent \u7684\u6f14\u9032\u8207\u91cd\u8981\u6027\u63d0\u5347<\/strong>\n<ul class=\"wp-block-list\">\n<li>AI \u5728\u904e\u53bb\u5341\u5e74\u4e2d\u767c\u751f\u4e86\u5de8\u5927\u8b8a\u5316\uff0c\u5f9e\u57f7\u884c\u72f9\u7a84\u4efb\u52d9\u7684\u5c08\u696d\u7cfb\u7d71\u8f49\u8b8a\u70ba\u80fd\u5920\u5728\u4e0d\u540c\u9818\u57df\u81ea\u4e3b\u904b\u884c\u7684\u65e5\u76ca\u8907\u96dc\u7684\u67b6\u69cb\u3002<\/li>\n\n\n\n<li>AI Agent \u4ee3\u8868\u4e86\u4e00\u7a2e\u7279\u5225\u91cd\u8981\u7684\u767c\u5c55\uff0c\u9ad4\u73fe\u4e86\u667a\u6167\u7cfb\u7d71\u5982\u4f55\u8207\u5176\u74b0\u5883\u4e92\u52d5\u3001\u505a\u51fa\u6c7a\u7b56\u548c\u5be6\u73fe\u8907\u96dc\u76ee\u6a19\u7684\u7bc4\u5f0f\u8f49\u8b8a\u3002<\/li>\n\n\n\n<li>AI Agent \u80fd\u5920\u81ea\u4e3b\u611f\u77e5\u3001\u63a8\u7406\u548c\u884c\u52d5\uff0c\u7d93\u5e38\u6839\u64da\u74b0\u5883\u56de\u994b\u548c\u7d2f\u7a4d\u7d93\u9a57\u8abf\u6574\u5176\u884c\u70ba\u3002\u5b83\u5011\u53ef\u4ee5\u4ee3\u8868\u7528\u6236\u6216\u53e6\u4e00\u500b\u7cfb\u7d71\u81ea\u4e3b\u57f7\u884c\u4efb\u52d9\uff0c\u8a2d\u8a08\u5de5\u4f5c\u6d41\u7a0b\u4e26\u5229\u7528\u53ef\u7528\u5de5\u5177\u3002<\/li>\n\n\n\n<li>\u5927\u578b\u8a9e\u8a00\u6a21\u578b (LLM) \u7684\u7a81\u7834\u52a0\u901f\u4e86 AI Agent \u7684\u767c\u5c55\uff0c\u70ba\u66f4\u8907\u96dc\u7684\u63a8\u7406\u80fd\u529b\u5960\u5b9a\u4e86\u57fa\u790e\u3002\u73fe\u4ee3 AI Agent \u5c07 LLM \u4f5c\u70ba\u6838\u5fc3\u7d44\u4ef6\uff0c\u4e26\u900f\u904e\u8a18\u61b6\u3001\u898f\u5283\u3001\u5de5\u5177\u4f7f\u7528\u548c\u74b0\u5883\u4e92\u52d5\u7b49\u5c08\u696d\u6a21\u7d44\u9032\u884c\u589e\u5f37\u3002\u9019\u4f7f\u5f97 Agent \u80fd\u5920\u57f7\u884c\u50b3\u7d71 AI \u7cfb\u7d71\u96e3\u4ee5\u6216\u4e0d\u53ef\u80fd\u5b8c\u6210\u7684\u8907\u96dc\u4efb\u52d9\u3002<\/li>\n\n\n\n<li>AI Agent \u8207\u5176\u4ed6 AI \u7cfb\u7d71\u7684\u5340\u5225\u4e3b\u8981\u5728\u65bc\u5176\u67b6\u69cb\u548c\u64cd\u4f5c\u80fd\u529b\uff0cAgent \u5728\u76ee\u6a19\u5c0e\u5411\u884c\u70ba\u4e0a\u8868\u73fe\u51fa\u66f4\u5927\u7684\u81ea\u4e3b\u6027\u3002\u5b83\u5011\u53ef\u4ee5\u5c07\u8907\u96dc\u554f\u984c\u5206\u89e3\u70ba\u53ef\u7ba1\u7406\u7684\u5b50\u4efb\u52d9\uff0c\u5229\u7528\u9069\u7576\u7684\u5de5\u5177\uff0c\u4e26\u5728\u4e92\u52d5\u4e2d\u4fdd\u6301\u4e0a\u4e0b\u6587\u3002<\/li>\n\n\n\n<li>AI Agent \u7684\u5206\u985e\u4e0d\u65b7\u6f14\u8b8a\uff0c\u5305\u62ec\u7c21\u55ae\u53cd\u61c9\u578b\u3001\u57fa\u65bc\u6a21\u578b\u578b\u3001\u57fa\u65bc\u76ee\u6a19\u578b\u3001\u57fa\u65bc\u6548\u7528\u578b\u3001\u5b78\u7fd2\u578b\u548c\u5c64\u6b21\u578b Agent\u3002<\/li>\n\n\n\n<li>\u5305\u62ec Anthropic \u5728\u5167\u7684\u8a31\u591a\u7d44\u7e54\u6b63\u5728\u958b\u767c\u65e5\u76ca\u8907\u96dc\u7684 Agent \u67b6\u69cb\u3002<\/li>\n\n\n\n<li>Agent \u6280\u8853\u7684\u6f14\u9032\u4e0d\u50c5\u50c5\u662f\u6280\u8853\u8ecc\u8de1\uff0c\u66f4\u662f\u4e00\u500b\u66f4\u5ee3\u6cdb\u7684\u793e\u6703\u5c0d\u8a71\uff0c\u95dc\u65bc\u5148\u9032 AI \u7cfb\u7d71\u5982\u4f55\u6700\u4f73\u5730\u4fc3\u9032\u4eba\u985e\u798f\u7949\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u6a19\u6e96\u5316\u5354\u8b70\u7684\u91cd\u8981\u6027\u8207\u767c\u5c55 (MCP, A2A, MACP)<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u70ba\u4e86\u5be6\u73fe\u4e00\u500b\u771f\u6b63\u5b8c\u6574\u7684\u667a\u6167\u52a9\u7406\u751f\u614b\u7cfb\u7d71\uff0c\u8b93\u4f86\u81ea\u4e0d\u540c\u751f\u614b\u7cfb\u7d71\u7684 Agent \u80fd\u5920\u4e92\u806f\u4e92\u901a\u81f3\u95dc\u91cd\u8981\u3002<\/li>\n\n\n\n<li>MCP (Model Context Protocol) \u662f Anthropic \u63a8\u51fa\u7684\u4e00\u7a2e\u6a19\u6e96\u5316\u5354\u5b9a\uff0c\u65e8\u5728\u8b93 AI \u6a21\u578b\u8207\u5916\u90e8\u4e16\u754c\uff08\u5de5\u5177\u3001\u5be6\u6642\u6578\u64da\uff09\u4e92\u52d5\uff0c\u63d0\u4f9b\u7d71\u4e00\u4ecb\u9762\u4f86\u9023\u63a5\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u8207\u5916\u90e8\u5de5\u5177\u3001\u8cc7\u6599\u4f86\u6e90\u3002\u5b83\u89e3\u6c7a\u4e86\u50b3\u7d71\u4e0a\u9700\u8981\u70ba\u6bcf\u500b\u6578\u64da\u96c6\u7de8\u5beb\u81ea\u5b9a\u7fa9\u4ee3\u78bc\u7684\u554f\u984c\uff0c\u900f\u904e\u6a19\u6e96\u5316\u5354\u5b9a\u5141\u8a31 AI \u7cfb\u7d71\u7121\u7e2b\u8a2a\u554f\u4efb\u4f55\u6578\u64da\u6e90\uff0c\u5f9e\u800c\u7c21\u5316\u4e86\u96c6\u6210\u6d41\u7a0b\u4e26\u964d\u4f4e\u4e86\u958b\u767c\u6210\u672c\u3002<\/li>\n\n\n\n<li>MCP \u7684\u672a\u4f86\u767c\u5c55\u524d\u666f\u5ee3\u95ca\uff0c\u5176\u751f\u614b\u7cfb\u7d71\u6709\u671b\u6301\u7e8c\u58ef\u5927\u3002\u9810\u8a08\u672a\u4f86\u5c07\u6e67\u73fe\u51fa\u66f4\u591a\u7684 MCP \u4f3a\u670d\u5668\u548c\u5ba2\u6236\u7aef\u3002<\/li>\n\n\n\n<li>\u9664\u4e86 MCP \u5c08\u6ce8\u65bc Agent \u8207\u5de5\u5177\/\u6578\u64da\u7684\u9023\u63a5\u6a19\u6e96\u5316\uff0cGoogle \u63a8\u51fa\u4e86 Agent2Agent (A2A) \u5354\u8b70\uff0c\u9019\u662f\u9996\u500b\u6a19\u6e96\u5316\u7684 Agent \u4e92\u52d5\u5354\u8b70\uff0c\u65e8\u5728\u6210\u70ba Agent \u4e4b\u9593\u7684\u300c\u5171\u540c\u8a9e\u8a00\u300d\uff0c\u5be6\u73fe\u4e0d\u540c Agent \u4e4b\u9593\u7684\u901a\u8a0a\u3001\u8cc7\u8a0a\u4ea4\u63db\u8207\u5354\u540c\u904b\u4f5c\u3002<\/li>\n\n\n\n<li>\u9f0e\u65b0\u5247\u63a8\u51fa\u4e86\u88fd\u9020\u696d\u7279\u5b9a\u7684 MACP (Multi-Agents Context Protocol) \u5354\u8b70\uff0c\u5c08\u70ba\u88fd\u9020\u696d\u7684\u4efb\u52d9\u7de8\u6392\u3001\u5354\u4f5c\u8a9e\u5883\u548c\u591a\u6e90\u6578\u64da\u611f\u77e5\u7b49\u5be6\u52d9\u9700\u6c42\u8a2d\u8a08\uff0c\u88dc\u8db3\u4e86\u73fe\u884c\u5354\u8b70\u96e3\u4ee5\u6db5\u84cb\u7684\u7522\u696d\u843d\u5730\u9762\u5411\u3002<\/li>\n\n\n\n<li>\u9019\u4e9b\u5354\u8b70\uff08MCP, A2A, MACP\uff09\u4e26\u975e\u7af6\u722d\u95dc\u4fc2\uff0c\u800c\u662f\u76f8\u8f14\u76f8\u6210\u7684\u6280\u8853\u7d44\u5408\uff0c\u5c07\u6210\u70ba\u63a8\u52d5 AI Agent \u5be6\u73fe\u9ad8\u968e\u4e92\u64cd\u4f5c\u6027\u7684\u95dc\u9375\u57fa\u790e\u5efa\u8a2d\u3002\u9019\u7a2e\u591a\u5354\u8b70\u3001\u5354\u540c\u904b\u4f5c\u7684\u6a21\u5f0f\u9810\u793a\u8457\u672a\u4f86 AI Agent \u5c07\u80fd\u8655\u7406\u66f4\u8907\u96dc\u7684\u8de8\u9818\u57df\u4efb\u52d9\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u61c9\u7528\u5834\u666f\u7684\u64f4\u5c55\u8207\u6df1\u5316<\/strong>\n<ul class=\"wp-block-list\">\n<li>AI Agent \u6b63\u8d8a\u4f86\u8d8a\u591a\u5730\u90e8\u7f72\u5728\u4f01\u696d\u74b0\u5883\u4e2d\uff0c\u8f49\u8b8a\u696d\u52d9\u6d41\u7a0b\uff0c\u63d0\u5347\u751f\u7522\u529b\uff0c\u4e26\u5be6\u73fe\u4ee5\u524d\u4e0d\u5207\u5be6\u969b\u6216\u4e0d\u53ef\u80fd\u7684\u65b0\u80fd\u529b\u3002\u61c9\u7528\u7bc4\u570d\u5305\u62ec\u5ba2\u6236\u670d\u52d9\u3001\u4eba\u529b\u8cc7\u6e90\u3001\u8ca1\u52d9\u71df\u904b\u3001\u92b7\u552e\u8207\u884c\u92b7\uff0c\u4ee5\u53ca IT \u71df\u904b\u548c\u57fa\u790e\u8a2d\u65bd\u7ba1\u7406\u3002\u9019\u4e9b\u4f01\u696d\u61c9\u7528\u5c55\u793a\u4e86 AI Agent \u7684\u8f49\u578b\u6f5b\u529b\uff0c\u4e26\u5df2\u5e36\u4f86\u986f\u8457\u7684\u6539\u9032\u3002<\/li>\n\n\n\n<li>AI Agent \u4e5f\u88ab\u90e8\u7f72\u5728\u9700\u8981\u6df1\u539a\u5c08\u696d\u77e5\u8b58\u548c\u8907\u96dc\u63a8\u7406\u7684\u5c08\u696d\u9818\u57df\uff0c\u4f8b\u5982\u91ab\u7642\u4fdd\u5065\u9818\u57df\uff0c\u652f\u6301\u81e8\u5e8a\u6c7a\u7b56\u3001\u60a3\u8005\u76e3\u6e2c\u548c\u6cbb\u7642\u898f\u5283\u7b49\u3002<\/li>\n\n\n\n<li>\u6587\u4ef6\u7cfb\u7d71\u96c6\u6210\u3001\u7a0b\u5f0f\u78bc\u5eab\u7ba1\u7406\u3001\u8cc7\u6599\u5eab\u4e92\u52d5\u4ee5\u53ca\u8207\u5404\u7a2e\u751f\u7522\u529b\u5de5\u5177\u548c\u670d\u52d9\u7684\u96c6\u6210\uff0c\u90fd\u662f MCP \u4fc3\u9032\u7684\u5be6\u969b\u61c9\u7528\u4f8b\u5b50\u3002<\/li>\n\n\n\n<li>\u96a8\u8457 Agent \u6280\u8853\u7684\u6210\u719f\u4ee5\u53ca\u8207\u73fe\u6709\u7cfb\u7d71\u7684\u7121\u7e2b\u96c6\u6210\uff0c\u9019\u4e9b\u61c9\u7528\u6709\u671b\u8b8a\u5f97\u65e5\u76ca\u8907\u96dc\u548c\u666e\u904d\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u6838\u5fc3\u80fd\u529b\u7684\u6301\u7e8c\u767c\u5c55<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u5118\u7ba1\u53d6\u5f97\u4e86\u986f\u8457\u9032\u5c55\uff0c\u7576\u524d AI Agent \u6280\u8853\u4ecd\u9762\u81e8\u8a31\u591a\u6280\u8853\u6311\u6230\uff0c\u9650\u5236\u4e86\u5176\u80fd\u529b\u3001\u53ef\u9760\u6027\u548c\u9069\u7528\u6027\u3002<\/li>\n\n\n\n<li>\u672a\u4f86\u7684\u7814\u7a76\u8da8\u52e2\u65e8\u5728\u89e3\u6c7a\u9019\u4e9b\u9650\u5236\u4e26\u986f\u8457\u64f4\u5c55 Agent \u80fd\u529b\u3002\u95dc\u9375\u65b9\u5411\u5305\u62ec\uff1a\n<ul class=\"wp-block-list\">\n<li>\u5148\u9032\u63a8\u7406\u67b6\u69cb\uff1a\u589e\u5f37\u908f\u8f2f\u3001\u56e0\u679c\u548c\u53cd\u4e8b\u5be6\u63a8\u7406\u80fd\u529b\uff0c\u63a2\u7d22\u795e\u7d93\u7b26\u865f\u96c6\u6210\u7b49\u65b9\u6cd5\u3002<\/li>\n\n\n\n<li>\u8a18\u61b6\u548c\u4e0a\u4e0b\u6587\u7ba1\u7406\uff1a\u6539\u9032\u8655\u7406\u9577\u671f\u4e92\u52d5\u7684\u80fd\u529b\u3002<\/li>\n\n\n\n<li>\u6301\u7e8c\u5b78\u7fd2\u548c\u9069\u61c9\uff1a\u4f7f Agent \u80fd\u5920\u901a\u904e\u7d93\u9a57\u548c\u56de\u994b\u96a8\u6642\u9593\u6539\u9032\u3002<\/li>\n\n\n\n<li>\u5de5\u5177\u4f7f\u7528\uff1a\u514b\u670d\u9650\u5236\u4e26\u63d0\u9ad8\u5de5\u5177\u4f7f\u7528\u7684\u53ef\u9760\u6027\u3002\u5de5\u5177\u8abf\u7528\u9810\u8a08\u5728\u672a\u4f86 Agent \u4e2d\u8b8a\u5f97\u6975\u5176\u91cd\u8981\u3002<\/li>\n\n\n\n<li>\u4eba\u985e-Agent \u5354\u4f5c\u6a21\u578b\uff1a\u512a\u5316\u4eba\u985e\u7528\u6236\u8207 AI Agent \u4e4b\u9593\u7684\u4e92\u52d5\uff0c\u63a2\u7d22\u4efb\u52d9\u5171\u4eab\u3001\u6e9d\u901a\u3001\u5efa\u7acb\u4fe1\u4efb\u548c\u81ea\u9069\u61c9\u5354\u52a9\u7684\u65b9\u6cd5\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u5b89\u5168\u3001\u502b\u7406\u548c\u6cbb\u7406\u7684\u6311\u6230\u8207\u91cd\u8981\u6027<\/strong>\n<ul class=\"wp-block-list\">\n<li>AI Agent \u7684\u767c\u5c55\u548c\u90e8\u7f72\u5e36\u4f86\u91cd\u5927\u7684\u502b\u7406\u8003\u91cf\u548c\u6f5b\u5728\u98a8\u96aa\uff0c\u5fc5\u9808\u4ed4\u7d30\u8655\u7406\u4ee5\u78ba\u4fdd\u8ca0\u8cac\u4efb\u7684\u5275\u65b0\u548c\u7a4d\u6975\u7684\u793e\u6703\u5f71\u97ff\u3002<\/li>\n\n\n\n<li>\u4e3b\u8981\u95dc\u6ce8\u9818\u57df\u5305\u62ec\uff1a\u96b1\u79c1\u554f\u984c\uff08Agent \u53ef\u80fd\u8a2a\u554f\u654f\u611f\u6578\u64da\uff09\uff1b\u554f\u8cac\u5236\u554f\u984c\uff1b\u504f\u898b\u548c\u516c\u5e73\u6027\u554f\u984c\uff1b\u4ee5\u53ca\u6f5b\u5728\u7684\u7d93\u6fdf\u5f71\u97ff\u3002<\/li>\n\n\n\n<li>\u900f\u660e\u5ea6\u548c\u53ef\u89e3\u91cb\u6027\u9650\u5236\u4e5f\u5f71\u97ff\u7528\u6236\u7406\u89e3 Agent \u884c\u70ba\u7684\u80fd\u529b\u3002<\/li>\n\n\n\n<li>\u76e3\u7ba1\u548c\u5408\u898f\u6027\u6311\u6230\u6e90\u65bc\u5148\u9032 Agent \u7cfb\u7d71\u7684\u65b0\u7a4e\u80fd\u529b\u3002<\/li>\n\n\n\n<li>\u78ba\u4fdd\u50cf MCP 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