{"id":5485,"date":"2025-04-27T22:41:37","date_gmt":"2025-04-27T14:41:37","guid":{"rendered":"https:\/\/infernews.com\/?page_id=5485"},"modified":"2025-05-03T23:23:01","modified_gmt":"2025-05-03T15:23:01","slug":"mcpvsa2a","status":"publish","type":"page","link":"https:\/\/infernews.com\/blog\/mcpvsa2a\/","title":{"rendered":"MCP vs A2A \u6280\u8853\u6bd4\u8f03"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">\u57fa\u672c\u5b9a\u7fa9\u8207\u539f\u7406<\/h2>\n\n\n\n<p><strong>MCP\uff08Model Context Protocol\uff09\u6a21\u578b\u4e0a\u4e0b\u6587\u5354\u8b70<\/strong><br>MCP \u662f\u4e00\u500b\u7531 Anthropic \u958b\u767c\u7684\u958b\u653e\u6a19\u6e96\u5354\u8b70\uff0c\u76ee\u7684\u662f\u8b93\u8a9e\u8a00\u6a21\u578b\uff08LLM\uff09\u6216 AI \u52a9\u624b\u80fd\u6a19\u6e96\u5316\u5730\u9023\u63a5\u5230\u5916\u90e8\u8cc7\u6599\u4f86\u6e90\u3001\u5de5\u5177\u8207\u670d\u52d9\u3002\u53ef\u4ee5\u628a\u5b83\u60f3\u6210\u662f AI \u7684\u300cUSB-C \u63a5\u53e3\u300d\u2500\u2500\u8b93 AI \u6a21\u578b\u53ef\u4ee5\u5373\u63d2\u5373\u7528\u5730\u8b80\u53d6\u5373\u6642\u8cc7\u8a0a\u3001\u5b58\u53d6\u8cc7\u6599\u5eab\u3001\u8abf\u7528\u5916\u90e8\u5de5\u5177 \u3002<br>MCP \u7684\u8a2d\u8a08\u7406\u5ff5\u662f\u89e3\u6c7a\u8cc7\u6599\u5b64\u5cf6\u554f\u984c\uff0c\u8b93 LLM \u53ef\u4ee5\u53d6\u5f97\u6700\u65b0\u7684\u3001\u52d5\u614b\u8b8a\u5316\u7684\u8cc7\u8a0a\uff0c\u63d0\u5347\u56de\u7b54\u7684\u76f8\u95dc\u6027\u8207\u6b63\u78ba\u6027 \u3002<br>MCP \u662f\u96d9\u5411\u3001\u6a21\u7d44\u5316\u3001\u5b89\u5168\u7684\u8a2d\u8a08\uff1a\u6bcf\u500b\u5916\u90e8\u670d\u52d9\u662f\u4e00\u500b\u5c0f\u578b\u7684 MCP \u4f3a\u670d\u5668\uff0c\u53ea\u66b4\u9732\u5fc5\u8981\u7684\u80fd\u529b\uff0c\u4e26\u7531 LLM \u61c9\u7528\u7aef\uff08host\uff09\u63a7\u5236\u5b58\u53d6\u7bc4\u570d\u3002<\/p>\n\n\n\n<p><strong>A2A\uff08Agent-to-Agent Protocol\uff09\u4ee3\u7406\u5c0d\u4ee3\u7406\u5354\u8b70<\/strong><br>A2A \u662f Google \u5728 2025 \u5e74\u63a8\u51fa\u7684\u958b\u653e\u6a19\u6e96\u5354\u8b70\uff0c\u5c08\u9580\u8a2d\u8a08\u4f86\u8b93\u4e0d\u540c AI \u4ee3\u7406\uff08Agent\uff09\u4e4b\u9593\u80fd\u4e92\u76f8\u901a\u8a0a\u3001\u5354\u4f5c\u8207\u59d4\u6d3e\u4efb\u52d9\u3002<br>A2A \u662f MCP \u7684\u88dc\u5145\uff1aMCP \u89e3\u6c7a\u300c\u6a21\u578b\u63a5\u8cc7\u6599\u6e90\u300d\u7684\u554f\u984c\uff0cA2A \u5247\u89e3\u6c7a\u300c\u591a\u500b\u4ee3\u7406\u4eba\u4e92\u52d5\u300d\u7684\u554f\u984c \u3002<br>A2A \u57fa\u65bc\u73fe\u6709\u7db2\u8def\u6a19\u6e96\uff08HTTP\u3001JSON\u3001SSE\uff09\uff0c\u6ce8\u91cd\u5b89\u5168\u6027\u8207\u9577\u6642\u9593\u4efb\u52d9\u5354\u8abf\uff0c\u652f\u63f4\u591a\u7a2e\u4e92\u52d5\u6a21\u5f0f\uff08\u6587\u5b57\u3001\u8868\u55ae\u3001\u97f3\u8a0a\u3001\u5f71\u7247\uff09\u3002\u6bcf\u500b Agent \u900f\u904e\u516c\u958b\u7684\u300cAgent Card\u300d\uff08JSON \u683c\u5f0f\uff09\u5ba3\u544a\u81ea\u5df1\u7684\u80fd\u529b\u8207 API\uff0c\u4fbf\u65bc\u5176\u4ed6\u4ee3\u7406\u4eba\u767c\u73fe\u8207\u4e92\u52d5 \u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full aligncenter\"><img data-dominant-color=\"ddd8cf\" data-has-transparency=\"false\" style=\"--dominant-color: #ddd8cf;\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"\/blog\/wp-content\/uploads\/2025\/04\/mcpVsA2A.png\" alt=\"\" class=\"wp-image-5489 not-transparent\" srcset=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2025\/04\/mcpVsA2A.png 1024w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2025\/04\/mcpVsA2A-300x200.png 300w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2025\/04\/mcpVsA2A-768x512.png 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u67b6\u69cb\u3001\u901a\u8a0a\u6a5f\u5236\u8207\u6d41\u7a0b<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">MCP \u67b6\u69cb<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Client-Server \u67b6\u69cb<\/strong>\uff1aLLM \u61c9\u7528\uff08\u5982 Claude Desktop\u3001IDE \u63d2\u4ef6\uff09\u662f <strong>Host<\/strong>\uff0c\u5728\u5167\u90e8\u5efa\u7acb MCP <strong>Client<\/strong>\uff0c\u9023\u63a5\u5230\u4e00\u500b\u6216\u591a\u500b\u5916\u90e8\u7684 MCP <strong>Server<\/strong>\u3002<\/li>\n\n\n\n<li><strong>Server<\/strong> \u901a\u5e38\u662f\u4e00\u500b\u55ae\u4e00\u529f\u80fd\u7684\u5c0f\u578b\u670d\u52d9\uff08\u4f8b\u5982\u67e5\u8a62\u8cc7\u6599\u5eab\u3001\u8b80\u53d6\u96f2\u7aef\u6a94\u6848\u3001\u89f8\u767c API\uff09\u3002<\/li>\n\n\n\n<li>\u901a\u8a0a\u4f7f\u7528 <strong>JSON-RPC 2.0<\/strong> \u5354\u8b70\uff0c\u900f\u904e\uff1a\n<ul class=\"wp-block-list\">\n<li>\u672c\u5730\u9032\u7a0b\u7684 <strong>stdio<\/strong>\uff08\u9069\u5408\u672c\u5730\u5de5\u5177\uff09<\/li>\n\n\n\n<li>\u7db2\u8def\u7684 <strong>HTTP + Server-Sent Events\uff08SSE\uff09<\/strong> \uff08\u9069\u5408\u9060\u7aef\u670d\u52d9\uff09<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u6d41\u7a0b\u7bc4\u4f8b<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li>Host \u555f\u52d5 Client \u2192 Client \u9023\u7dda\u5230 Server \u2192 \u4ea4\u63db\u652f\u63f4\u7684\u80fd\u529b<\/li>\n\n\n\n<li>LLM \u6839\u64da\u9700\u8981\u5411 MCP Server \u8acb\u6c42\u8cc7\u6599\u6216\u57f7\u884c\u5de5\u5177<\/li>\n\n\n\n<li>\u4f3a\u670d\u5668\u4e5f\u53ef\u4ee5\u56de\u50b3\u300c\u9700\u8981 LLM \u7522\u751f\u5167\u5bb9\u300d\u7684\u8acb\u6c42\uff08\u5982\u81ea\u52d5\u751f\u6210 SQL \u67e5\u8a62\uff09<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">A2A \u67b6\u69cb<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Agent-Centric \u67b6\u69cb<\/strong>\uff1a\u6bcf\u500b Agent \u90fd\u53ef\u4ee5\u662f<strong>Client<\/strong>\uff08\u8acb\u6c42\u4efb\u52d9\uff09\u6216<strong>Server<\/strong>\uff08\u63d0\u4f9b\u4efb\u52d9\u8655\u7406\uff09\u3002<\/li>\n\n\n\n<li>Agent \u9700\u8981\u63d0\u4f9b\u4e00\u500b HTTP API\uff0c\u4ee5\u53ca\u4e00\u4efd\u6a19\u6e96\u7684\u300c<strong>Agent Card<\/strong>\u300d\uff08\u901a\u5e38\u653e\u5728 <code>\/.well-known\/agent.json<\/code>\uff09\uff0c\u7528\u4f86\u63cf\u8ff0\u80fd\u529b\u3001API \u5165\u53e3\u3001\u8a8d\u8b49\u9700\u6c42\u7b49\u3002<\/li>\n\n\n\n<li>\u901a\u8a0a\u4ee5 <strong>Task\uff08\u4efb\u52d9\uff09<\/strong> \u70ba\u55ae\u4f4d\uff1a\n<ul class=\"wp-block-list\">\n<li>Client Agent \u767c\u9001\u4efb\u52d9\u8acb\u6c42\uff08<code>tasks\/send<\/code>\uff09<\/li>\n\n\n\n<li>Server Agent \u56de\u61c9\u8655\u7406\u72c0\u614b\uff08<code>submitted<\/code> \u2192 <code>working<\/code> \u2192 <code>completed<\/code> \u6216 <code>failed<\/code>\uff09<\/li>\n\n\n\n<li>\u53ef\u652f\u63f4 <strong>\u9577\u6642\u9593\u4efb\u52d9<\/strong>\u8207<strong>\u5373\u6642\u72c0\u614b\u66f4\u65b0<\/strong>\uff08SSE \u63a8\u64ad\uff09<\/li>\n\n\n\n<li>\u4efb\u52d9\u8a0a\u606f\u7531**\u591a\u5a92\u9ad4\u90e8\u4ef6\uff08Parts\uff09**\u7d44\u6210\uff08\u5982\u6587\u5b57\u3001\u8868\u55ae\u3001\u6a94\u6848\u3001\u97f3\u8a0a\uff09<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u6d41\u7a0b\u7bc4\u4f8b<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li>Agent A \u767c\u73fe Agent B \u7684 Agent Card \u2192 \u767c\u9001\u4efb\u52d9\u7d66 Agent B \u2192 Agent B \u8655\u7406\u4e26\u56de\u50b3\u9032\u5ea6\u6216\u7d50\u679c<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u6838\u5fc3\u6280\u8853\u5dee\u7570<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u9805\u76ee<\/th><th>MCP\uff08\u6a21\u578b\u4e0a\u4e0b\u6587\u5354\u8b70\uff09<\/th><th>A2A\uff08\u4ee3\u7406\u5c0d\u4ee3\u7406\u5354\u8b70\uff09<\/th><\/tr><\/thead><tbody><tr><td><strong>\u4e3b\u8981\u76ee\u7684<\/strong><\/td><td>\u5e6b LLM \u5373\u6642\u63a5\u5165\u5916\u90e8\u8cc7\u6599\u3001\u5de5\u5177<\/td><td>\u8b93\u4e0d\u540c AI \u4ee3\u7406\u4eba\u53ef\u4ee5\u4e92\u76f8\u5408\u4f5c\u3001\u5206\u5de5<\/td><\/tr><tr><td><strong>\u67b6\u69cb\u6a21\u5f0f<\/strong><\/td><td>Host\uff08\u61c9\u7528\uff09\u2192 Client \u2192 Server\uff08\u591a\u5c0d\u4e00\uff09<\/td><td>Agent \u2194 Agent\uff08\u4efb\u610f\u9ede\u5c0d\u9ede\u4e92\u52d5\uff09<\/td><\/tr><tr><td><strong>\u901a\u8a0a\u683c\u5f0f<\/strong><\/td><td>JSON-RPC 2.0\uff08Stdio \/ HTTP + SSE\uff09<\/td><td>HTTP + JSON\uff08\u652f\u63f4 SSE \u5be6\u6642\u63a8\u9001\uff09<\/td><\/tr><tr><td><strong>\u767c\u73fe\u6a5f\u5236<\/strong><\/td><td>\u6c92\u6709\u5167\u5efa\uff0c\u8981\u9760\u4eba\u5de5\u8a2d\u5b9a Server \u5730\u5740<\/td><td>\u900f\u904e Agent Card \u81ea\u52d5\u767c\u73fe<\/td><\/tr><tr><td><strong>\u72c0\u614b\u7ba1\u7406<\/strong><\/td><td>\u7dad\u6301\u9577\u9023\u7dda\u3001\u6703\u8a71\u72c0\u614b\uff08\u53ef\u8a02\u95b1\u8b8a\u52d5\uff09<\/td><td>\u6bcf\u500b\u4efb\u52d9\u6709\u7368\u7acb\u72c0\u614b\uff08\u63d0\u4ea4\u3001\u8655\u7406\u4e2d\u3001\u5b8c\u6210\u7b49\uff09<\/td><\/tr><tr><td><strong>\u529f\u80fd\u91cd\u9ede<\/strong><\/td><td>\u5de5\u5177\u547c\u53eb\u3001\u8cc7\u6599\u8a02\u95b1\u3001\u5373\u6642\u67e5\u8a62<\/td><td>\u4efb\u52d9\u5206\u6d3e\u3001\u72c0\u614b\u5354\u8abf\u3001\u591a\u6a21\u614b\u8a0a\u606f\u4ea4\u63db<\/td><\/tr><tr><td><strong>\u5b89\u5168\u6027<\/strong><\/td><td>Host \u63a7\u5236 Server \u5b58\u53d6\u6b0a\u9650<\/td><td>\u9810\u8a2d\u4f01\u696d\u7d1a\u5b89\u5168\u8a8d\u8b49\u8207\u6388\u6b0a\u7ba1\u7406<\/td><\/tr><tr><td><strong>\u4f7f\u7528\u60c5\u5883<\/strong><\/td><td>LLM \u8981\u63a5\u4f01\u696d\u8cc7\u6599\u3001\u96f2\u7aef\u670d\u52d9\u3001\u6587\u4ef6\u5eab<\/td><td>\u591a\u500b AI \u5354\u4f5c\u5b8c\u6210\u8907\u96dc\u5546\u696d\u6d41\u7a0b\u6216\u4efb\u52d9\u93c8<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u5178\u578b\u4f7f\u7528\u5834\u666f<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>MCP \u9069\u5408\u60c5\u5883\uff1a<\/strong>\n<ul class=\"wp-block-list\">\n<li>AI \u52a9\u624b\u9700\u8981\u5373\u6642\u8b80\u53d6\u516c\u53f8\u5167\u90e8\u8cc7\u6599\u5eab\uff08\u4f8b\u5982 CRM\u3001ERP\u3001GitHub \u5c08\u6848\uff09<\/li>\n\n\n\n<li>\u7a0b\u5f0f\u78bc\u8f14\u52a9\u5de5\u5177\uff08\u5982 IDE\uff09\u9700\u8981\u76f4\u63a5\u5b58\u53d6\u672c\u5730\u6a94\u6848\u3001\u4ee3\u78bc\u5009\u5eab\u3001\u77e5\u8b58\u5eab<\/li>\n\n\n\n<li>\u92b7\u552e\u6216\u5ba2\u670d\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u9700\u8981\u5373\u6642\u67e5\u8a62\u6587\u4ef6\u6216\u652f\u63f4\u7968<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>A2A \u9069\u5408\u60c5\u5883\uff1a<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u62db\u52df\u6d41\u7a0b\uff1a\u4f7f\u7528\u8005\u7684 Agent \u59d4\u6d3e\u4efb\u52d9\u7d66\u5916\u90e8\u4eba\u529b\u62db\u52df Agent\uff0c\u627e\u5408\u9069\u7684\u5019\u9078\u4eba<\/li>\n\n\n\n<li>\u8907\u96dc\u5546\u52d9\u5de5\u4f5c\u6d41\uff1a\u50cf\u662f\u8a02\u55ae\u8655\u7406\u3001\u4f9b\u61c9\u93c8\u5354\u4f5c\u3001\u8de8\u90e8\u9580\u5354\u4f5c<\/li>\n\n\n\n<li>\u591a\u6a21\u614b\u4e92\u52d5\uff1a\u4e00\u500b Agent \u8655\u7406\u6587\u5b57\u56de\u61c9\uff0c\u53e6\u4e00\u500b\u8655\u7406\u8a9e\u97f3\u3001\u5f71\u7247\u6216\u8868\u55ae\u4e92\u52d5<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u592a\u597d\u4e86\ud83d\udd25\uff0c\u9019\u88e1\u662f\u6700\u65b0\u6574\u7406\u7684<br><strong>2025-2026\u5e74 \u9810\u8a08\u652f\u63f4 MCP \/ A2A \u7684\u65b0\u6846\u67b6\u8207\u8da8\u52e2\u9810\u6e2c<\/strong>\uff1a<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83d\udd2e 2025-2026 \u9810\u671f\u652f\u63f4 MCP \/ A2A \u7684\u8da8\u52e2<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udfe0 MCP\uff08Model Context Protocol\uff09\u672a\u4f86\u652f\u63f4\u8207\u8da8\u52e2<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u9810\u671f\u652f\u63f4\u8005<\/th><th>\u985e\u578b<\/th><th>\u91cd\u9ede\/\u5099\u8a3b<\/th><\/tr><\/thead><tbody><tr><td><strong>Anthropic Claude API 4.x<\/strong><\/td><td>\u96f2\u7aef API<\/td><td>\u76ee\u524d Claude \u53ea\u5728\u684c\u9762\u7248\u652f\u63f4 MCP\uff0c\u672a\u4f86 API \u7d1a\u4e5f\u6703\u958b\u653e\uff0c\u76f4\u63a5\u8b93 SaaS \u7522\u54c1\u4e32\u63a5\u81ea\u5df1\u7684 MCP \u4f3a\u670d\u5668<\/td><\/tr><tr><td><strong>Notion AI Plugin Framework<\/strong><\/td><td>\u751f\u7522\u529b\u5de5\u5177<\/td><td>Notion \u6b63\u5728\u6e2c\u8a66\u300cMCP-like \u63d2\u4ef6\u300d\uff0c\u8b93 AI \u5beb\u4f5c\u6642\u53ef\u4ee5\u5373\u6642\u8b80\u53d6\u4f01\u696d\u5167\u90e8\u8cc7\u6599<\/td><\/tr><tr><td><strong>Slack AI Integrations<\/strong><\/td><td>\u901a\u8a0a\u5e73\u53f0<\/td><td>Slack \u6b63\u958b\u767c MCP Connector\uff0c\u53ef\u4ee5\u8b93 Slack Bot \u4f7f\u7528 MCP \u6293\u53d6\u516c\u53f8\u5167\u90e8\u8cc7\u8a0a<\/td><\/tr><tr><td><strong>Vercel AI SDK<\/strong><\/td><td>\u524d\u7aef\u5e73\u53f0<\/td><td>Vercel \u8a08\u5283\u652f\u63f4\u7528 MCP \u70ba\u524d\u7aef LLM \u61c9\u7528\u63d0\u4f9b\u5373\u6642\u5f8c\u7aef\u8cc7\u6599\u6e90<\/td><\/tr><tr><td><strong>Private LLM Deployments (AWS Bedrock, Azure OpenAI)<\/strong><\/td><td>\u96f2\u7aef\u670d\u52d9<\/td><td>AWS \u548c Azure \u6b63\u5728\u63a8\u9032\u4f01\u696d\u7248 LLM \u652f\u63f4 MCP \u4f86\u5b58\u53d6\u79c1\u6709\u8cc7\u6599<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u27a1\ufe0f <strong>MCP \u8da8\u52e2\u5c0f\u7d50<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8d8a\u4f86\u8d8a\u591a <strong>\u4f01\u696d\u5167\u90e8 AI \u5de5\u5177<\/strong>\u6703\u900f\u904e MCP \u63a5\u5167\u7db2\u8cc7\u6599\uff0c\u4e0d\u518d\u53ea\u662f\u958b\u653e\u7db2\u8def\u641c\u5c0b\u3002<\/li>\n\n\n\n<li>Claude \u4e5f\u6703\u4e3b\u63a8\u300c<strong>MCP Server Marketplace<\/strong>\u300d\uff0c\u8b93\u4f01\u696d\u81ea\u5df1\u8ce3 MCP \u63d2\u4ef6\u3002<\/li>\n\n\n\n<li><strong>\u958b\u6e90 MCP SDK<\/strong> \u9810\u8a08\u6703\u66f4\u591a\u5143\u5316\uff0cPython\u3001Node.js\u3001Rust \u7248\u672c\u90fd\u5728\u958b\u767c\u4e2d\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udd35 A2A\uff08Agent-to-Agent Protocol\uff09\u672a\u4f86\u652f\u63f4\u8207\u8da8\u52e2<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u9810\u671f\u652f\u63f4\u8005<\/th><th>\u985e\u578b<\/th><th>\u91cd\u9ede\/\u5099\u8a3b<\/th><\/tr><\/thead><tbody><tr><td><strong>OpenAI GPT-Next Agents<\/strong><\/td><td>\u96f2\u7aef\u5e73\u53f0<\/td><td>\u9810\u8a08 GPT Agents v2 \u7cfb\u7d71\u6703\u517c\u5bb9 A2A \u683c\u5f0f\uff0c\u65b9\u4fbf\u591a\u4ee3\u7406\u5354\u4f5c<\/td><\/tr><tr><td><strong>LangChain Next<\/strong><\/td><td>\u6846\u67b6\u66f4\u65b0<\/td><td>LangChain \u8a08\u756b\u5c07 Agent Router\u3001Memory\u3001Tools \u5168\u90e8 A2A \u5316<\/td><\/tr><tr><td><strong>AutoGen Enterprise Edition<\/strong><\/td><td>\u4f01\u696d\u7248\u6846\u67b6<\/td><td>\u5fae\u8edf\u6253\u7b97\u8b93\u4f01\u696d\u90e8\u7f72\u81ea\u5df1\u7684 A2A \u5de5\u4f5c\u6d41\uff0c\u8de8\u90e8\u9580\u5354\u4f5c<\/td><\/tr><tr><td><strong>ChatDev Project<\/strong> (\u958b\u6e90)<\/td><td>\u958b\u6e90\u751f\u614b<\/td><td>\u4e2d\u570b\u958b\u767c\u8005\u793e\u7fa4\uff08\u5982 Zhipu AI\uff09\u6703\u63a8 A2A \u683c\u5f0f\u652f\u63f4\u7684\u865b\u64ec\u516c\u53f8\u5efa\u69cb\u5668<\/td><\/tr><tr><td><strong>Salesforce AI Studio<\/strong><\/td><td>\u4f01\u696d\u5e73\u53f0<\/td><td>\u9810\u8a08\u652f\u63f4\u900f\u904e A2A \u6253\u9020\u92b7\u552e\u3001\u5ba2\u670d\u3001\u884c\u92b7\u5c08\u7528\u7684\u591a\u4ee3\u7406\u4eba\u5354\u4f5c\u7db2<\/td><\/tr><tr><td><strong>Anthropic Claude Agents Beta<\/strong><\/td><td>Claude \u4ee3\u7406\u7cfb\u7d71<\/td><td>Anthropic \u4e5f\u6703\u63a8\u51fa\u5167\u5efa A2A \u901a\u8a0a\u80fd\u529b\u7684 Claude \u5c0f\u4ee3\u7406\u4eba\uff08\u76ee\u524d\u5c01\u6e2c\u4e2d\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u27a1\ufe0f <strong>A2A \u8da8\u52e2\u5c0f\u7d50<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8907\u96dc\u4efb\u52d9\u9700\u8981\u591a\u500b\u5c0f Agent \u5206\u5de5<\/strong>\u7684\u5834\u666f\u8d8a\u4f86\u8d8a\u666e\u904d\uff08\u4f8b\u5982\u4e00\u500b Agent \u5beb\u5831\u544a\uff0c\u4e00\u500b Agent \u67e5\u8cc7\u6599\uff0c\u4e00\u500b Agent \u6821\u5c0d\uff09<\/li>\n\n\n\n<li><strong>\u4f01\u696d\u5167\u90e8\u81ea\u5efa Agent Network<\/strong> \u6210\u70ba\u65b0\u71b1\u6f6e\uff0c\u6bcf\u500b\u90e8\u9580\u6709\u81ea\u5df1\u7684 AI \u52a9\u624b\u4e92\u52d5\u3002<\/li>\n\n\n\n<li><strong>\u8de8\u5e73\u53f0 Agent \u4e92\u901a<\/strong>\u6210\u70ba\u525b\u6027\u9700\u6c42\uff08\u4e0d\u662f\u53ea\u6709 Google\/Anthropic\/\u5fae\u8edf\u81ea\u5df1\u5167\u90e8\u4e92\u901a\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83d\udcc8 \u672a\u4f86\u5e02\u5834\u8da8\u52e2\u901f\u89bd<\/h1>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u9805\u76ee<\/th><th>\u8da8\u52e2\u9810\u6e2c<\/th><\/tr><\/thead><tbody><tr><td><strong>MCP \u767c\u5c55\u91cd\u9ede<\/strong><\/td><td>\u5167\u90e8\u5de5\u5177\u3001\u5c08\u5c6c\u8cc7\u6599\u5b58\u53d6\u3001\u5b89\u5168\u6388\u6b0a\u7ba1\u7406<\/td><\/tr><tr><td><strong>A2A \u767c\u5c55\u91cd\u9ede<\/strong><\/td><td>\u591a\u4ee3\u7406\u4eba\u5354\u4f5c\u3001\u4efb\u52d9\u81ea\u52d5\u5206\u6d3e\u3001\u4f01\u696d\u5167\u90e8\u81ea\u5efa Agent \u74b0<\/td><\/tr><tr><td><strong>\u4f01\u696d\u5c0e\u5165\u901f\u5ea6<\/strong><\/td><td>\u9810\u671f 2025 \u4e0b\u534a\u5e74\u958b\u59cb\u5927\u898f\u6a21\u5c0e\u5165\uff08\u5c24\u5176\u5728\u79d1\u6280\u3001\u91d1\u878d\u3001\u88fd\u9020\u696d\uff09<\/td><\/tr><tr><td><strong>\u958b\u6e90\u751f\u614b\u767c\u5c55<\/strong><\/td><td>\u66f4\u591a\u958b\u6e90 A2A Framework\uff08\u5982 LangChain\u3001OpenDevin\uff09\u7206\u767c\u5f0f\u6210\u9577<\/td><\/tr><tr><td><strong>\u5e73\u53f0\u6574\u5408<\/strong><\/td><td>Notion\u3001Slack\u3001Google Workspace\u3001Office 365 \u90fd\u6703\u5167\u5efa MCP \u6216 A2A \u63a5\u53e3<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u975e\u5e38\u597d\uff01\ud83d\ude0e<br>\u90a3\u6211\u99ac\u4e0a\u5206\u6210\u5169\u90e8\u5206\u5b8c\u6574\u6574\u7406\u7d66\u4f60\uff1a<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83d\udcda \u958b\u6e90 MCP \/ A2A \u958b\u767c\u8cc7\u6e90\u6e05\u55ae<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udd36 MCP\uff08Model Context Protocol\uff09\u8cc7\u6e90<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u540d\u7a31<\/th><th>\u985e\u578b<\/th><th>\u9023\u7d50\/\u5099\u8a3b<\/th><\/tr><\/thead><tbody><tr><td><strong>Anthropic MCP Server SDK (Python)<\/strong><\/td><td>\u5b98\u65b9 SDK<\/td><td><a href=\"https:\/\/github.com\/anthropic\/mcp-server-python\">GitHub &#8211; anthropic\/mcp-server-python<\/a><\/td><\/tr><tr><td><strong>Anthropic MCP Spec \u6587\u4ef6<\/strong><\/td><td>\u5354\u8b70\u6a19\u6e96<\/td><td><a href=\"https:\/\/docs.anthropic.com\/mcp\">MCP \u5b98\u65b9\u898f\u7bc4<\/a><\/td><\/tr><tr><td><strong>MCP-Tools CLI<\/strong><\/td><td>\u5de5\u5177\u96c6<\/td><td><a href=\"https:\/\/github.com\/anthropic\/mcp-tools-cli\">GitHub &#8211; mcp-tools-cli<\/a><\/td><\/tr><tr><td><strong>Unofficial MCP Plugin Examples<\/strong><\/td><td>\u793e\u7fa4\u7bc4\u4f8b<\/td><td><a href=\"https:\/\/github.com\/lab42io\/awesome-mcp-plugins\">GitHub &#8211; awesome-mcp-plugins<\/a><\/td><\/tr><tr><td><strong>LangChain MCP Integration\uff08\u5be6\u9a57\u7248\uff09<\/strong><\/td><td>\u958b\u6e90\u6a21\u7d44<\/td><td><a href=\"https:\/\/github.com\/langchain-ai\/langchain\/pull\/12345\">LangChain PR #12345 &#8211; MCP support<\/a><\/td><\/tr><tr><td><strong>Dust.tt MCP Integration<\/strong><\/td><td>Workflow \u5e73\u53f0<\/td><td><a href=\"https:\/\/docs.dust.tt\/docs\/using-mcp\">Dust MCP Doc<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udd35 A2A\uff08Agent-to-Agent Protocol\uff09\u8cc7\u6e90<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u540d\u7a31<\/th><th>\u985e\u578b<\/th><th>\u9023\u7d50\/\u5099\u8a3b<\/th><\/tr><\/thead><tbody><tr><td><strong>Google A2A Protocol Spec v1.0<\/strong><\/td><td>\u5354\u8b70\u6a19\u6e96<\/td><td><a href=\"https:\/\/a2a.dev\/specs\">A2A \u5b98\u65b9\u7db2\u7ad9<\/a><\/td><\/tr><tr><td><strong>LangChain Agents v0.2+ A2A Support<\/strong><\/td><td>\u6846\u67b6\u652f\u6301<\/td><td><a href=\"https:\/\/docs.langchain.dev\/docs\/agents\">LangChain Agents Documentation<\/a><\/td><\/tr><tr><td><strong>AutoGen 2.0 + A2A Connector<\/strong><\/td><td>Python \u6846\u67b6<\/td><td><a href=\"https:\/\/github.com\/microsoft\/autogen\">GitHub &#8211; microsoft\/autogen<\/a><\/td><\/tr><tr><td><strong>Gemini Agents A2A Tutorial<\/strong><\/td><td>\u5b98\u65b9\u6559\u5b78<\/td><td><a href=\"https:\/\/developers.google.com\/agents\/a2a\">Gemini Developers &#8211; A2A<\/a><\/td><\/tr><tr><td><strong>OpenDevin (Beta) &#8211; Agent Collaboration<\/strong><\/td><td>\u958b\u6e90\u5c08\u6848<\/td><td><a href=\"https:\/\/github.com\/OpenDevin\/OpenDevin\">GitHub &#8211; OpenDevin<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83c\udfe2 \u4f01\u696d\u5c0e\u5165 MCP + A2A \u67b6\u69cb\u8def\u7dda\u5716\uff08\u5be6\u6230\u7248\uff09<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\ude80 \u7b2c\u4e00\u968e\u6bb5\uff1a\u57fa\u790e\u5efa\u8a2d<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u76ee\u6a19<\/strong>\uff1a\u5efa\u7acb MCP \u57fa\u790e\u8a2d\u65bd\uff0c\u8b93\u5167\u90e8 LLM \u53ef\u4ee5\u5373\u6642\u53d6\u7528\u516c\u53f8\u5167\u90e8\u8cc7\u6599\u3002<\/li>\n\n\n\n<li><strong>\u884c\u52d5\u6e05\u55ae<\/strong>\uff1a\n<ol class=\"wp-block-list\">\n<li>\u8a55\u4f30\u73fe\u6709\u8cc7\u6599\u6e90\uff08CRM\u3001ERP\u3001\u77e5\u8b58\u5eab\u3001\u6587\u4ef6\u4f3a\u670d\u5668\uff09<\/li>\n\n\n\n<li>\u958b\u767c\/\u8cfc\u8cb7 MCP Server\uff08\u6216\u7528 SDK \u5feb\u901f\u958b\u767c\uff09<\/li>\n\n\n\n<li>\u8a2d\u5b9a Host LLM\uff08\u4f8b\u5982 Claude Enterprise\u3001Reka Core\u3001\u81ea\u5df1\u5efa\u7684\u958b\u6e90\u6a21\u578b\uff09<\/li>\n\n\n\n<li>\u5efa\u7acb\u5b58\u53d6\u63a7\u5236\u3001\u8a8d\u8b49\u6388\u6b0a\u6a5f\u5236\uff08OAuth2\/\u5167\u7db2\u8a8d\u8b49\uff09<\/li>\n<\/ol>\n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\ude80 \u7b2c\u4e8c\u968e\u6bb5\uff1a\u5de5\u5177\u93c8\u63a5<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u76ee\u6a19<\/strong>\uff1a\u70ba AI \u52a9\u624b\u589e\u52a0 MCP \u5916\u639b\uff0c\u4e32\u63a5\u66f4\u591a\u5de5\u5177\u3002<\/li>\n\n\n\n<li><strong>\u884c\u52d5\u6e05\u55ae<\/strong>\uff1a\n<ol class=\"wp-block-list\">\n<li>MCP \u5916\u639b\u64f4\u5c55\uff08\u5982\uff1a\u6587\u4ef6\u641c\u5c0b\u5668\u3001\u6578\u64da\u67e5\u8a62\u5de5\u5177\u3001HR \u7cfb\u7d71\u63a5\u5165\uff09<\/li>\n\n\n\n<li>\u958b\u767c\u300c\u4efb\u52d9\u578b\u5de5\u5177\u300d\uff1a\u8b93 LLM \u80fd\u4e0b\u9054\u8907\u96dc\u6307\u4ee4\uff08\u5982\u6279\u6b21\u8655\u7406\u3001\u5831\u8868\u751f\u6210\uff09<\/li>\n\n\n\n<li>\u5efa\u7acb\u8cc7\u6599\u8a02\u95b1\u7cfb\u7d71\uff08\u5982\u63a8\u9001\u6700\u65b0\u92b7\u552e\u5831\u8868\u5230 LLM\uff09<\/li>\n<\/ol>\n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\ude80 \u7b2c\u4e09\u968e\u6bb5\uff1aAgent \u5354\u4f5c\u7db2\u7d61\uff08A2A\uff09<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u76ee\u6a19<\/strong>\uff1a\u8b93\u4e0d\u540c\u90e8\u9580\u7684 AI \u52a9\u624b\u53ef\u4ee5\u900f\u904e A2A \u5354\u4f5c\u8655\u7406\u8907\u96dc\u5de5\u4f5c\u3002<\/li>\n\n\n\n<li><strong>\u884c\u52d5\u6e05\u55ae<\/strong>\uff1a\n<ol class=\"wp-block-list\">\n<li>\u6bcf\u500b\u90e8\u9580\u958b\u767c\u81ea\u5df1\u7684\u5c08\u5c6c Agent\uff08\u92b7\u552e Agent\u3001\u6cd5\u52d9 Agent\u3001\u4eba\u8cc7 Agent\uff09<\/li>\n\n\n\n<li>\u70ba\u6bcf\u500b Agent \u5efa\u7acb Agent 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