{"id":5537,"date":"2026-02-03T18:34:24","date_gmt":"2026-02-03T10:34:24","guid":{"rendered":"https:\/\/www.xttblog.com\/?p=5537"},"modified":"2026-02-03T18:34:24","modified_gmt":"2026-02-03T10:34:24","slug":"skill-%e6%af%94-mcp-%e7%9c%81-99-%e7%9a%84-token%ef%bc%8cmcp-%e4%b8%8d%e6%98%af%e9%93%b6%e5%bc%b9%ef%bc%8c%e6%98%af-token-%e9%bb%91%e6%b4%9e","status":"publish","type":"post","link":"https:\/\/www.xttblog.com\/?p=5537","title":{"rendered":"Skill \u6bd4 MCP \u7701 99% \u7684 Token\uff0cMCP \u4e0d\u662f\u94f6\u5f39\uff0c\u662f Token \u9ed1\u6d1e"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Skill \u6bd4 MCP \u7701 99% \u7684 Token\uff0cMCP \u4e0d\u662f\u94f6\u5f39\uff0c\u662f Token \u9ed1\u6d1e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6628\u5929\u53d1\u7684\u90a3\u7bc7\u6587\u7ae0\uff0c\u6709\u7f51\u53cb\u63d0\u4e86\u4e00\u4e2a\u95ee\u9898\uff0c\u6211\u89c9\u5f97\u53ef\u4ee5\u901a\u8fc7\u4e00\u7bc7\u6587\u7ae0\u6765\u5c55\u5f00\u8bb2\u8bb2\uff01<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6240\u4ee5\uff0c\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c31\u4e00\u8d77\u6765\u770b\u770b Token\u3001MCP\u3001Skill \u7b49\u6280\u672f\u6982\u5ff5\u4e4b\u95f4\u7684\u8ba1\u8d39\u7384\u673a\uff0c\u4ee5\u53ca AI \u65f6\u4ee3\u7684\u201c\u7701\u94b1\u5bc6\u7801\u201d\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Web \u4f1a\u8bdd Token<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Token \u4e00\u8bcd\uff0c\u5bf9\u7a0b\u5e8f\u5458\u6765\u8bf4\uff0c\u5e94\u8be5\u5e76\u4e0d\u964c\u751f\u3002\u5728 web \u4e2d\uff0ctoken \u5c31\u76f8\u5f53\u4e8e\u6211\u4eec\u7684\u201c\u4e34\u65f6\u8eab\u4efd\u8bc1\u201d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u662f\u4e00\u79cd\u8eab\u4efd\u9a8c\u8bc1\u673a\u5236\u3002\u5f53\u6211\u4eec\u767b\u5f55\u7f51\u7ad9\u540e\uff0c\u670d\u52a1\u5668\u751f\u6210\u4e00\u4e32\u968f\u673a\u5b57\u7b26\u4e32\uff08Token\uff09\u4f5c\u4e3a\u6211\u4eec\u7684\u201c\u901a\u884c\u8bc1\u201d\uff0c\u4e4b\u540e\u6211\u4eec\u6bcf\u6b21\u70b9\u51fb\u8bf7\u6c42\u6d4f\u89c8\u5668\u6216\u4ee3\u7801\u90fd\u53ef\u80fd\u5e26\u4e0a\u5b83\uff0c\u8fd9\u6837\u670d\u52a1\u5668\u5c31\u77e5\u9053\u201c\u54e6\uff0c\u662f\u8349\u54e5\u5440\u201d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u7c7b Web \u4f1a\u8bdd\u4e2d\u7684 token \u6709\u4ee5\u4e0b\u7279\u70b9\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u4e00\u6b21\u6027\u751f\u6210\uff0c\u591a\u6b21\u4f7f\u7528\u3002\u767b\u5f55\u65f6\u6d88\u8017\u8ba1\u7b97\u8d44\u6e90\u751f\u6210\uff0c\u540e\u7eed\u8bf7\u6c42\u51e0\u4e4e\u96f6\u6210\u672c<\/li><li>\u4f53\u79ef\u5c0f\u5de7\u3002\u901a\u5e38\u53ea\u6709\u51e0\u5341\u5230\u51e0\u767e\u5b57\u8282<\/li><li>\u5b89\u5168\u5bfc\u5411\u3002\u7528\u4e8e\u8eab\u4efd\u9a8c\u8bc1\u548c\u6743\u9650\u6821\u9a8c\uff0c\u4e0eAI\u8ba1\u7b97\u65e0\u5173<\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">AI Token<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u800c AI \u4e2d\u7684 token\uff0c\u662f\u5927\u6a21\u578b\u7684\u201c\u8ba1\u4ef7\u8d27\u5e01\u201d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u662f\u5927\u6a21\u578b\u5904\u7406\u6587\u672c\u7684\u6700\u5c0f\u5355\u4f4d\u3002\u5927\u5bb6\u53ef\u4ee5\u7406\u89e3\u4e3a<code>Token \u662f AI \u7684\u201c\u8111\u7ec6\u80de\u201d<\/code>\uff0c\u6bcf\u5904\u7406\u4e00\u4e2a Token\uff0c\u6a21\u578b\u5c31\u8981\u8fdb\u884c\u4e00\u6b21\u8ba1\u7b97\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e5f\u5c31\u662f\u8bf4\uff0cAI \u4e2d\u7684 token \u4ee3\u8868\u7740\u8ba1\u7b97\u91cf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u548c Web \u4e2d\u4f1a\u8bdd Token \u6709\u7740\u5173\u952e\u533a\u522b\u3002<\/p>\n\n\n\n<table class=\"wp-block-table\"><thead><tr><th>\u7ef4\u5ea6<\/th><th>Web Session Token<\/th><th>AI Token<\/th><\/tr><\/thead><tbody><tr><td>\u672c\u8d28<\/td><td>\u8eab\u4efd\u51ed\u8bc1<\/td><td>\u8ba1\u7b97\u5355\u4f4d<\/td><\/tr><tr><td>\u8ba1\u8d39\u65b9\u5f0f<\/td><td>\u514d\u8d39\uff08\u6216\u6781\u4f4e\u6210\u672c\uff09<\/td><td>\u6309\u91cf\u8ba1\u8d39\uff0c\u76f4\u63a5\u5173\u8054\u6210\u672c<\/td><\/tr><tr><td>\u6570\u91cf\u7ea7<\/td><td>\u5355\u6b21\u8bf7\u6c42 1 \u4e2a<\/td><td>\u5355\u6b21\u8bf7\u6c42\u6570\u767e\u81f3\u6570\u767e\u4e07\u4e2a<\/td><\/tr><tr><td>\u751f\u547d\u5468\u671f<\/td><td>\u6301\u7eed\u6709\u6548\uff08\u5c0f\u65f6\/\u5929\uff09<\/td><td>\u6bcf\u6b21\u8bf7\u6c42\u72ec\u7acb\u8ba1\u7b97<\/td><\/tr><\/tbody><\/table>\n\n\n\n<p class=\"wp-block-paragraph\">\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0cAI \u4e2d\u7684 Token \u7684\u6d88\u8017\u662f<code>\u53cc\u5411<\/code>\u7684\u3002\u6211\u4eec\u8f93\u5165\u7684 Prompt \u7b97 Token\uff0c\u6a21\u578b\u8f93\u51fa\u7684\u56de\u7b54\u4e5f\u7b97 Token\u3002\u800c\u4e14\u901a\u5e38<code>\u8f93\u51fa\u6bd4\u8f93\u5165\u66f4\u8d35<\/code>\uff08\u4f8b\u5982 Claude 3.5 Sonnet \u8f93\u51fa Token \u7684\u4ef7\u683c\u662f\u8f93\u5165\u7684 5 \u500d\uff09\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">AI Token \u662f\u5982\u4f55\u8ba1\u7b97\u7684\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5927\u4f19\u5bf9 AI \u4e2d\u7684 token \u4e0d\u597d\u7406\u89e3\uff0c\u5176\u4e2d\u4e00\u4e2a\u539f\u56e0\u662f\uff0c\u5b83\u7684\u8ba1\u7b97\u65b9\u5f0f\u4e0d\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u7b97\u5f0f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Tokenization<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Token \u4e0d\u662f\u7b80\u5355\u7684\u201c\u5b57\u6570\u201d\u3002\u4e0d\u540c\u8bed\u8a00\u7684 Token \u6548\u7387\u5dee\u5f02\u5de8\u5927\uff0c\u4f46\u90fd\u6709\u5bf9\u5e94\u7684 Tokenization \u5bf9\u6587\u672c\u8fdb\u884c\u201c\u827a\u672f\u5207\u5206\u201d\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u82f1\u6587\uff1a1 \u4e2a Token \u2248 0.75 \u4e2a\u5355\u8bcd\uff08\u201cChatGPT\u201d\u53ef\u80fd\u662f 1-2 \u4e2a Token\uff09<\/li><li>\u4e2d\u6587\uff1a1 \u4e2a\u6c49\u5b57 \u2248 1-2 \u4e2a Token\uff08\u6280\u672f\u6587\u6863\u4e2d\u901a\u5e38\u6309 1.5 \u4e2a\u8ba1\u7b97\uff09<\/li><li>\u4ee3\u7801\uff1a\u7b26\u53f7\u3001\u7f29\u8fdb\u90fd\u4f1a\u5360\u7528 Token\uff0c\u4e00\u6bb5 Python \u4ee3\u7801\u7684 Token \u6570\u53ef\u80fd\u662f\u5b57\u7b26\u6570\u7684 1.5 \u500d<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e09\u8005\u7684\u5b9e\u4f8b\u5bf9\u6bd4\u7b80\u5316\u5982\u4e0b\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u82f1\u6587\uff1a\"Hello world\" = 2 Tokens\n\u4e2d\u6587\uff1a\"\u4f60\u597d\u4e16\u754c\" = 4-6 Tokens\n\u4ee3\u7801\uff1a\"def hello():\" = 4-5 Tokens<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u8ba1\u8d39\u516c\u5f0f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5 DeepSeek\u3001\u5143\u5b9d\u3001\u963f\u91cc\u4e91\u767e\u70bc\u7b49\u5e73\u53f0\u4e3a\u4f8b\uff0c\u8ba1\u8d39\u516c\u5f0f\u901a\u5e38\u4e3a\uff1a<code>\u603b\u8d39\u7528 = (\u8f93\u5165Token\u6570 \u00d7 \u8f93\u5165\u5355\u4ef7 + \u8f93\u51faToken\u6570 \u00d7 \u8f93\u51fa\u5355\u4ef7) \/ 1,000,000<\/code>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u540c\u6a21\u578b\u7684\u5355\u4ef7\u5dee\u5f02\u4e5f\u975e\u5e38\u5de8\u5927\u3002<\/p>\n\n\n\n<table class=\"wp-block-table\"><thead><tr><th>\u6a21\u578b<\/th><th>\u8f93\u5165\u5355\u4ef7\uff08\u5143\/\u767e\u4e07Token\uff09<\/th><th>\u8f93\u51fa\u5355\u4ef7\uff08\u5143\/\u767e\u4e07Token\uff09<\/th><\/tr><\/thead><tbody><tr><td>\u901a\u4e49\u5343\u95ee-Max<\/td><td>2.4<\/td><td>9.6<\/td><\/tr><tr><td>DeepSeek-V3<\/td><td>2.0<\/td><td>8.0<\/td><\/tr><tr><td>GPT-4 \u7ea7\u522b<\/td><td>30+<\/td><td>60+<\/td><\/tr><\/tbody><\/table>\n\n\n\n<p class=\"wp-block-paragraph\">\u7f51\u4e0a\u4ee5\u53ca\u6709\u7f51\u53cb\u906d\u9047\u8fc7\u4e00\u4e2a\u8840\u7684\u6559\u8bad\u4e86\uff0c\u67d0\u4f01\u4e1a\u56e0\u672a\u6e05\u7406\u5bf9\u8bdd\u5386\u53f2\uff0c\u5355\u6b21\u8bf7\u6c42\u643a\u5e26\u4e86 50 \u4e07 Token \u7684\u4e0a\u4e0b\u6587\uff0c\u4e00\u6b21\u5bf9\u8bdd\u5c31\u70e7\u6389\u51e0\u5341\u5143\u3002\u540e\u6765\u53d1\u73b0\u8d26\u6237\u4f59\u989d\u4e0b\u964d\u8fc7\u5feb\uff0c\u901a\u8fc7\u5de8\u989d\u6b20\u8d39\u8d26\u5355\u624d\u53d1\u73b0\u7684\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Skill vs MCP<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">MCP \u5148\u51fa\u751f\uff0cSkill \u540e\u51fa\u751f\u3002\u4e24\u8005\u5bf9 Token \u7684\u6d88\u8017\u662f\u201c\u5de6\u53f3\u4e92\u640f\u201d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6587\u7ae0\u914d\u56fe\u53c2\u8003\u6211\u7684\u516c\u4f17\u53f7\u6587\u7ae0<a href=\"https:\/\/mp.weixin.qq.com\/s\/aoJ_DM40yhvZ84geWg43vg\">https:\/\/mp.weixin.qq.com\/s\/aoJ_DM40yhvZ84geWg43vg<\/a>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">MCP \u80fd\u529b\u5f3a\u4f46\u5403 Token<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">MCP \u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae\u662f Anthropic \u63a8\u51fa\u7684\u5f00\u653e\u534f\u8bae\uff0c\u65e8\u5728\u8ba9 AI \u7edf\u4e00\u8c03\u7528\u5916\u90e8\u5de5\u5177\uff08\u5982\u67e5\u6570\u636e\u5e93\u3001\u53d1\u90ae\u4ef6\u3001\u64cd\u4f5c GitHub\uff09\u3002\u4f46\u5b83\u7684<code>\u81f4\u547d\u4f24\u662f Token \u6d88\u8017<\/code>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">MCP \u7684 Token \u9677\u9631\u662f\uff0c\u5f53\u542f\u52a8 MCP \u65f6\uff0c<code>\u6240\u6709\u5de5\u5177\u7684\u5b9a\u4e49\u6587\u6863\u4f1a\u88ab\u4e00\u6b21\u6027\u52a0\u8f7d\u5230\u4e0a\u4e0b\u6587\u4e2d<\/code>\u3002\u8fd9\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u5de5\u5177\u540d\u79f0\u548c\u63cf\u8ff0<\/li><li>\u53c2\u6570\u5217\u8868\uff08JSON Schema\uff09<\/li><li>\u8fd4\u56de\u503c\u683c\u5f0f<\/li><li>\u9519\u8bef\u5904\u7406\u89c4\u8303<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8001\u5916\u7f51\u53cb\u5bf9<code>Claude 3.5 Sonnet<\/code>\u7684\u5b9e\u6d4b\u6570\u636e<code>https:\/\/atalupadhyay.wordpress.com\/2025\/11\/11\/mcp-token-problem-building-efficient-ai-agents-with-skills<\/code>\u663e\u793a\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>5 \u4e2a\u6807\u51c6 MCP \u670d\u52a1\u5668\uff08GitHub\u3001Slack\u3001Google Drive \u7b49\uff09\u2248 <code>97000 Token<\/code><\/li><li>\u8fd9\u5360\u4e86 Claude 3.5 Sonnet\uff0820 \u4e07\u4e0a\u4e0b\u6587\uff09\u7684<code>48%<\/code><\/li><li>\u8fd8\u6ca1\u5f00\u59cb\u5bf9\u8bdd\uff0c\u4e00\u534a\u4e0a\u4e0b\u6587\u5c31\u88ab\u201c\u5403\u201d\u6389\u4e86<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u66f4\u7cdf\u7cd5\u7684\u662f\u4e2d\u95f4\u7ed3\u679c\u4f20\u9012\u3002\u5f53\u4f60\u8ba9 AI \u201c\u4ece Google Drive \u4e0b\u8f7d\u4f1a\u8bae\u7eaa\u8981\u5e76\u4e0a\u4f20\u5230 Salesforce\u201d\u65f6\uff0c\u4f1a\u8bae\u5185\u5bb9\u4f1a\u5728 AI \u4e0a\u4e0b\u6587\u4e2d<code>\u6d41\u8f6c\u4e24\u6b21<\/code>\uff0c\u4e00\u4efd 2 \u5c0f\u65f6\u7684\u4f1a\u8bae\u8bb0\u5f55\u53ef\u80fd\u989d\u5916\u6d88\u8017 5 \u4e07 Token\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Skill \u6280\u80fd<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Skill \u662f Anthropic \u63a8\u51fa\u7684\u65b0\u7279\u6027\uff0c\u662f\u4e00\u4e2a\u7cbe\u6253\u7ec6\u7b97\u7684\u201c\u8f7b\u91cf\u7ea7\u9009\u624b\u201d\uff0c\u5b83\u672c\u8d28\u4e0a\u662f\u4e00\u79cd<code>\u6309\u9700\u52a0\u8f7d\u7684\u80fd\u529b\u5305<\/code>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Skill \u7684 Token \u4f18\u52bf\u5982\u4e0b\u6240\u793a\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u542f\u52a8\u65f6\uff1a\u53ea\u52a0\u8f7d\u7b80\u77ed\u63cf\u8ff0\uff08\u7ea6 12 Token\uff09<\/li><li>\u4f7f\u7528\u65f6\uff1a\u624d\u52a0\u8f7d\u5b8c\u6574\u6307\u4ee4\u548c\u4ee3\u7801\uff08\u7ea6 300 Token\uff09<\/li><li>Token \u8282\u7701\u7387\uff1a99.6%<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u6765\u81ea\u8001\u5916\u7684\u5bf9\u6bd4\u5b9e\u9a8c<code>https:\/\/intuitionlabs.ai\/articles\/claude-skills-vs-mcp<\/code>\u663e\u793a\uff1a<\/p>\n\n\n\n<table class=\"wp-block-table\"><thead><tr><th>\u65b9\u6848<\/th><th>\u542f\u52a8Token<\/th><th>\u4f7f\u7528\u65f6Token<\/th><th>\u603b\u6d88\u8017<\/th><\/tr><\/thead><tbody><tr><td>MCP\u4f20\u7edf\u65b9\u5f0f<\/td><td>2,800<\/td><td>2,800\uff08\u6301\u7eed\u5360\u7528\uff09<\/td><td>\u9ad8\u4e14\u56fa\u5b9a<\/td><\/tr><tr><td>Skill\u65b9\u5f0f<\/td><td>12<\/td><td>311\uff08\u6309\u9700\u52a0\u8f7d\uff09<\/td><td>\u4f4e\u4e14\u5f39\u6027<\/td><\/tr><\/tbody><\/table>\n\n\n\n<h3 class=\"wp-block-heading\">MCP vs Skill \u8c01\u66f4\u8d39 Token\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u4eec\u76f4\u63a5\u8bf4\u7ed3\u8bba\u5427\uff0c<code>MCP \u66f4\u8d39 Token\uff0c\u4f46 Skill \u5e76\u975e\u4e07\u80fd<\/code>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">MCP \u8d39 token\uff0c\u4e3a\u4ec0\u4e48\u8fd8\u6709\u4eba\u7528\uff1f\u56e0\u4e3a\u5b83\u6709\u5b83\u7684\u4f18\u70b9\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u6807\u51c6\u5316\uff1a\u7edf\u4e00\u534f\u8bae\uff0c\u8de8\u5e73\u53f0\u517c\u5bb9<\/li><li>\u5b9e\u65f6\u6570\u636e\uff1a\u80fd\u83b7\u53d6\u6700\u65b0\u4fe1\u606f\uff08\u80a1\u4ef7\u3001\u5929\u6c14\u7b49\uff09<\/li><li>\u7cbe\u786e\u63a7\u5236\uff1a\u5de5\u5177\u884c\u4e3a\u53ef\u9884\u6d4b\uff0c\u9002\u5408\u4f01\u4e1a\u7ea7\u5ba1\u8ba1<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u5e94\u7684 Skill \u4e5f\u6709\u4e0d\u5c11\u4f18\u70b9\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u6781\u81f4\u7701 Token\uff1a\u9002\u5408\u9ad8\u9891\u3001\u91cd\u590d\u6027\u4efb\u52a1<\/li><li>\u5feb\u901f\u54cd\u5e94\uff1a\u65e0\u9700\u7b49\u5f85\u5916\u90e8\u670d\u52a1\u5668<\/li><li>\u9690\u79c1\u5b89\u5168\uff1a\u6570\u636e\u4e0d\u6d41\u51fa\u6a21\u578b\u4e0a\u4e0b\u6587<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u73b0\u5728\uff0c\u6574\u4e2a AI \u793e\u533a\u4ee5\u53ca\u8fbe\u6210\u4e86\u5171\u8bc6\u3002\u4e8c\u8005\u4e0d\u662f\u66ff\u4ee3\u5173\u7cfb\uff0c\u800c\u662f\u4e92\u8865\u5173\u7cfb\u3002MCP \u7528\u4e8e\u63a2\u7d22\u201c\u80fd\u505a\u4ec0\u4e48\u201d\uff0cSkill \u7528\u4e8e\u9ad8\u6548\u6267\u884c\u201c\u5df2\u77e5\u600e\u4e48\u505a\u201d\u6216\u201c\u5177\u4f53\u5e94\u8be5\u8fd9\u6837\u505a\u201d\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">MCP \u7684 Token \u4f18\u5316\u7b56\u7565<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u65e2\u7136 MCP \u5fc5\u4e0d\u53ef\u5c11\uff0c\u5982\u4f55\u964d\u4f4e\u5176 Token \u6d88\u8017\u5462\uff1f<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76ee\u524d\u4e1a\u754c\u5df2\u63a2\u7d22\u51fa\u591a\u79cd\u65b9\u6848\uff0c\u4e0b\u9762\u6211\u4eec\u4e00\u8d77\u6765\u770b\u770b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Code Execution \u6a21\u5f0f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8be5\u6a21\u5f0f\u662f Anthropic \u5b98\u65b9\u65b9\u6848\u3002\u6838\u5fc3\u601d\u60f3\u662f<code>\u8ba9 AI \u5199\u4ee3\u7801\u8c03\u7528 MCP\uff0c\u800c\u4e0d\u662f\u76f4\u63a5\u8c03\u7528<\/code>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6d4b\u8bd5\u7684\u6548\u679c<code>https:\/\/www.anthropic.com\/engineering\/code-execution-with-mcp<\/code>\u8868\u660e\uff0cToken \u6d88\u8017\u4ece 150000 \u964d\u81f3 2000\uff0c\u8282\u7701 98.7%\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Code Execution \u6a21\u5f0f\u7684\u539f\u7406\u603b\u7ed3\u5982\u4e0b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u4f20\u7edf\u65b9\u5f0f\uff1aAI \u2192 \u8c03\u7528\u5de5\u5177 \u2192 \u63a5\u6536\u7ed3\u679c \u2192 \u8c03\u7528\u4e0b\u4e00\u4e2a\u5de5\u5177\uff08\u6240\u6709\u4e2d\u95f4\u7ed3\u679c\u90fd\u8fc7 AI \u4e0a\u4e0b\u6587\uff09<\/li><li>Code \u6a21\u5f0f\uff1aAI \u751f\u6210\u811a\u672c \u2192 \u811a\u672c\u76f4\u63a5\u4e32\u8054\u591a\u4e2a\u5de5\u5177 \u2192 AI \u53ea\u770b\u6700\u7ec8\u7ed3\u679c<\/li><\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Dynamic Toolsets\uff08\u52a8\u6001\u5de5\u5177\u96c6\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Dynamic Toolsets \u52a8\u6001\u5de5\u5177\u96c6\uff0cSpeakeasy \u63d0\u51fa\u7684\u4f18\u5316\u65b9\u6848\u5982\u4e0b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u8bed\u4e49\u641c\u7d22\uff1a\u4e0d\u52a0\u8f7d\u6240\u6709\u5de5\u5177\u5b9a\u4e49\uff0c\u53ea\u52a0\u8f7d\u4e0e\u7528\u6237\u610f\u56fe\u76f8\u5173\u7684\u5de5\u5177<\/li><li>\u5206\u7c7b\u5927\u7eb2\uff1a\u63d0\u4f9b\u5de5\u5177\u7c7b\u522b\u7d22\u5f15\uff0c\u8ba9 AI \u6309\u9700\u6df1\u5ea6\u68c0\u7d22<\/li><li>\u6548\u679c\uff1a\u8f93\u5165 Token \u51cf\u5c11 96.7%\uff0c\u603b Token \u51cf\u5c11 96.4%<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u66f4\u591a\u7ec6\u8282\u53c2\u8003<code>https:\/\/www.speakeasy.com\/blog\/how-we-reduced-token-usage-by-100x-dynamic-toolsets-v2<\/code>\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u8282\u7701 Token \u7684\u516d\u5927\u5b9e\u6218\u6280\u5de7<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u57fa\u4e8e\u793e\u533a\u6700\u4f73\u5b9e\u8df5\uff0c\u6211\u603b\u7ed3\u4ee5\u4e0b\u7701\u94b1\u79d8\u7c4d\uff0c\u4f9b\u5927\u5bb6\u53c2\u8003\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Prompt \u538b\u7f29<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6548\u679c\u7acb\u7aff\u89c1\u5f71\uff0c\u53bb\u9664\u5197\u4f59\u8bcd\u6c47\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u4f18\u5316\u524d\uff1a\"\u8bf7\u6309\u7167\u4ee5\u4e0b\u975e\u5e38\u91cd\u8981\u7684\u6b65\u9aa4\u64cd\u4f5c\uff1a\u7b2c\u4e00\u6b65\u3001\u7b2c\u4e8c\u6b65\u3001\u7b2c\u4e09\u6b65\"\n\u4f18\u5316\u540e\uff1a\"\u6b65\u9aa4\uff1a1. 2. 3.\"\n\u8282\u7701\uff1a18 Tokens \u2192 8 Tokens\uff08\u8282\u770155%\uff09<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f7f\u7528\u7ed3\u6784\u5316\u683c\u5f0f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u7528 JSON \u4ee3\u66ff\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0<\/li><li>\u7528\u7f29\u5199\uff08API \u4ee3\u66ff Application Programming Interface\uff09<\/li><li>\u5220\u9664\u793c\u8c8c\u7528\u8bed\uff08&#8221;\u8bf7&#8221;\u3001&#8221;\u8c22\u8c22&#8221;\uff09<\/li><\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e0a\u4e0b\u6587\u7ba1\u7406<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7ba1\u7406\u597d\u4f60\u7684\u4e0a\u4e0b\u6587\uff0c\u9632\u201c\u5386\u53f2\u5305\u88b1\u201d\u3002\u8fd9\u91cc\u9762\u7684\u4e00\u4e2a\u81f4\u547d\u8bef\u533a\u662f\uff0cAI \u5e94\u7528\u9ed8\u8ba4\u643a\u5e26\u5b8c\u6574\u5bf9\u8bdd\u5386\u53f2\uff0c\u5bfc\u81f4 Token \u6307\u6570\u7ea7\u589e\u957f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u5e94\u7684\u89e3\u51b3\u65b9\u6848\u5982\u4e0b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u5b9a\u671f\u6e05\u7406\u5bf9\u8bdd\u8bb0\u5f55\uff1a\u6bcf\u6b21\u65b0\u4efb\u52a1\u524d\u6e05\u9664\u65e0\u5173\u5386\u53f2<\/li><li>\u4f7f\u7528\u6458\u8981\u673a\u5236\uff1a\u5c06\u957f\u7bc7\u5bf9\u8bdd\u603b\u7ed3\u4e3a 100 \u5b57\u6458\u8981\uff0c\u66ff\u4ee3\u539f\u59cb\u5185\u5bb9<\/li><li>\u6ed1\u52a8\u7a97\u53e3\uff1a\u53ea\u4fdd\u7559\u6700\u8fd1 N \u8f6e\u5bf9\u8bdd<\/li><\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u7f13\u5b58\u673a\u5236<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u9ad8\u9891\u91cd\u590d\u67e5\u8be2\uff08\u5982\u201c\u67e5\u8be2\u516c\u53f8\u6700\u65b0\u80a1\u4ef7\u201d\uff09\uff0c\u53ef\u4ee5\u5b9e\u65bd\u201c\u591a\u7ea7\u7f13\u5b58\u201d\uff0c\u8fd9\u4e5f\u662f\u91cd\u590d\u4efb\u52a1\u7684\u6551\u661f\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u7528\u6237\u63d0\u95ee \u2192 Redis \u7f13\u5b58\uff08\u7cbe\u786e\u5339\u914d\uff09\u2192 \u8bed\u4e49\u7f13\u5b58\uff08\u76f8\u4f3c\u95ee\u9898\uff09\u2192 \u8c03\u7528\u6a21\u578b<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u67d0\u5728\u7ebf\u6559\u80b2\u5e73\u53f0\u7684 AI \u4f5c\u6587\u6279\u6539\u7cfb\u7edf\uff0c\u91c7\u7528\u8be5\u65b9\u6848\u540e\uff0c\u6548\u679c\u663e\u8457\u3002\u547d\u4e2d\u7387 99% \u65f6\uff0c\u6210\u672c\u964d\u4f4e 99%\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6a21\u578b\u8def\u7531<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u597d\u94a2\u7528\u5728\u5200\u5203\u4e0a\uff0c\u4e0d\u662f\u6240\u6709\u4efb\u52a1\u90fd\u9700\u8981 GPT-5\u3002\u53ef\u4ee5\u5efa\u7acb<code>\u667a\u80fd\u8def\u7531\u7b56\u7565<\/code>\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u7b80\u5355\u4efb\u52a1\uff08\u95ee\u7b54\u3001\u7ffb\u8bd1\uff09\uff1a\u7528\u8f7b\u91cf\u6a21\u578b\uff08GPT-3.5 \/ Claude Haiku\uff09<\/li><li>\u590d\u6742\u4efb\u52a1\uff08\u63a8\u7406\u3001\u7f16\u7a0b\uff09\uff1a\u7528\u65d7\u8230\u6a21\u578b\uff08GPT-5 \/ Claude Opus\uff09<\/li><li>\u9884\u4f30\u8282\u7701\uff1a70% \u7684\u4efb\u52a1\u53ef\u7528\u8f7b\u91cf\u6a21\u578b\u5904\u7406\uff0c\u6210\u672c\u964d\u4f4e 80%<\/li><\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u5f02\u6b65\u4e0e\u6279\u5904\u7406<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9e\u65f6\u8c03\u7528 vs \u6279\u5904\u7406\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u5b9e\u65f6\uff1a1000 \u6b21\u8bf7\u6c42 \u00d7 3 \u79d2\u7b49\u5f85 = 50 \u5206\u949f\uff0c\u6210\u672c $50<\/li><li>\u6279\u5904\u7406\uff1avLLM \u4e00\u6b21\u751f\u6210 1000 \u4e2a\u7ed3\u679c = 8 \u5206\u949f\uff0c\u6210\u672c $8<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e2a\u5c31\u76f8\u5f53\u4e8e sql \u7684\u6279\u91cf\u63d2\u5165\u8bed\u53e5\u4e00\u6837\uff0c\u76f8\u6bd4\u5faa\u73af\u5355\u4e2a\u63d2\u5165\uff0c\u66f4\u6709\u6027\u4ef7\u6bd4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u67d0\u4e9b\u573a\u666f\u4e0b\u8282\u7701\u6bd4\u4f8b\u9ad8\u8fbe 84%\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u76d1\u63a7\u4e0e\u544a\u8b66<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u505a\u597d\u76d1\u63a7\uff0c\u9632\u201c\u8d26\u5355\u523a\u5ba2\u201d\uff0c\u4e5f\u9632\u5c0f\u4eba\u3002\u5fc5\u987b\u5efa\u7acb\u7684\u76d1\u63a7\u6307\u6807\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u6309\u56e2\u961f\/\u9879\u76ee\u7684 Token \u6d88\u8017\u5206\u5e03<\/li><li>\u5f02\u5e38\u68c0\u6d4b\uff08\u5355\u5c0f\u65f6\u6210\u672c\u8d85\u8fc7\u5e73\u5747\u503c 3 \u500d\u65f6\u544a\u8b66\uff09<\/li><li>\u6210\u672c\u5f52\u56e0\uff08\u8bc6\u522b\u201cToken \u5927\u6237\u201d\uff09<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5df2\u7ecf\u6709\u4e0d\u5c11\u8001\u5916\uff0c\u505a\u4e86\u771f\u5b9e\u6848\u4f8b\u3002\u67d0\u56e2\u961f\u901a\u8fc7\u76d1\u63a7\u53d1\u73b0\uff0c\u4e00\u4e2a\u672a\u5173\u95ed\u7684\u8c03\u8bd5\u5faa\u73af\u6bcf\u5c0f\u65f6\u6d88\u8017 $200\uff0c\u53ca\u65f6\u6b62\u635f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Token \u7ecf\u6d4e\u7684\u6f14\u8fdb<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5199\u5230\u8fd9\u91cc\uff0c\u6211\u60f3\u53bb\u4e86 AI \u5708\u5e38\u8bf4\u7684\u4e00\u53e5\u8bdd\uff1a<code>\u4f60\u7684\u6a21\u578b\u80fd\u529b\u5f88\u5f3a\uff0c\u4f46\u4f60\u7684\u8d26\u5355\u4f59\u989d\u4e0d\u8db3<\/code>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6240\u4ee5\uff0c\u968f\u7740 AI Agent \u7684\u666e\u53ca\uff0cToken \u7ba1\u7406\u6b63\u4ece\u201c\u4f18\u5316\u9009\u9879\u201d\u53d8\u4e3a\u201c\u6838\u5fc3\u7ade\u4e89\u529b\u201d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76ee\u524d\u6709\u51e0\u4e2a\u503c\u5f97\u5173\u6ce8\u7684\u8d8b\u52bf\uff0c\u4f9b\u5927\u5bb6\u53c2\u8003\uff01<\/p>\n\n\n\n<ol class=\"wp-block-list\"><li>\u4e0a\u4e0b\u6587\u538b\u7f29\u6280\u672f\uff1a\u6a21\u578b\u81ea\u52a8\u538b\u7f29\u5386\u53f2\u5bf9\u8bdd\uff0c\u4fdd\u6301\u5173\u952e\u4fe1\u606f\u7684\u540c\u65f6\u51cf\u5c11 Token\u3002\u53c2\u8003 DeepSeek \u7684 Engram\uff0chttps:\/\/mp.weixin.qq.com\/s\/BqHJ7nsYsjdE846cd_eUAw\u3002<\/li><li>\u4e13\u7528\u5c0f\u6a21\u578b\uff1a\u9488\u5bf9\u7279\u5b9a\u4efb\u52a1\u8bad\u7ec3\u8f7b\u91cf\u6a21\u578b\uff08\u5982\u4ee3\u7801\u5ba1\u67e5\u4e13\u7528\u6a21\u578b\uff09\uff0cToken \u6548\u7387\u63d0\u5347 10 \u500d<\/li><li>\u8fb9\u7f18\u8ba1\u7b97\uff1a\u7b80\u5355\u63a8\u7406\u4e0b\u6c89\u5230\u672c\u5730\u8bbe\u5907\uff0c\u53ea\u6709\u590d\u6742\u4efb\u52a1\u8c03\u7528\u4e91\u7aef\u5927\u6a21\u578b<\/li><\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">\u7ed3\u8bed<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u7406\u89e3 Token\uff0c\u5c31\u662f\u7406\u89e3 AI \u65f6\u4ee3\u7684\u201c\u6210\u672c\u7ed3\u6784\u201d\u3002\u65e0\u8bba\u662f Web \u5f00\u53d1\u8005\u8fd8\u662f AI \u4ea7\u54c1\u7ecf\u7406\uff0c\u90fd\u9700\u8981\u5efa\u7acb Token \u654f\u611f\u5ea6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5584\u7528 Prompt \u538b\u7f29\u548c\u4e0a\u4e0b\u6587\u6e05\u7406\uff0c\u6708\u7701 $50 \u4e0d\u662f\u68a6\u3002\u5728 MCP \u548c Skill \u4e4b\u95f4\u627e\u5230\u5e73\u8861\u70b9\uff0cJVM \u8c03\u4f18\u9762\u8bd5\u9898\u5df2\u53d8\u4e3a Token \u4f18\u5316\u7b56\u7565\u7c7b\u9762\u8bd5\u9898\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6bd5\u7adf\uff0c\u6700\u4f18\u96c5\u7684 AI \u5e94\u7528\uff0c\u4e0d\u662f\u7528\u6700\u5f3a\u5927\u7684\u6a21\u578b\uff0c\u800c\u662f\u7528\u6700\u9ad8\u6548\u7684\u65b9\u5f0f\u89e3\u51b3\u95ee\u9898\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u53c2\u8003\u8d44\u6599<\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li>Atal Upadhyay\u300aMCP Token Problem: Building Efficient AI Agents with Skills\u300b<code>https:\/\/atalupadhyay.wordpress.com\/2025\/11\/11\/mcp-token-problem-building-efficient-ai-agents-with-skills\/<\/code><\/li><li>Speakeasy\u300aReducing MCP token usage by 100x\u300b<code>https:\/\/www.speakeasy.com\/blog\/how-we-reduced-token-usage-by-100x-dynamic-toolsets-v2<\/code><\/li><li>IntuitionLabs\u300aClaude Skills vs. MCP: A Technical Comparison\u300b<code>https:\/\/intuitionlabs.ai\/articles\/claude-skills-vs-mcp<\/code><\/li><li>Anthropic\u300aCode execution with MCP: building more efficient AI agents\u300b<code>https:\/\/www.anthropic.com\/engineering\/code-execution-with-mcp<\/code><\/li><li>Skywork AI\u300aClaude Skills vs MCP vs General LLM Tools\u300b<code>https:\/\/skywork.ai\/blog\/ai-agent\/claude-skills-vs-mcp-vs-llm-tools-comparison-2025\/<\/code><\/li><li>CData\u300aClaude Skills vs MCP: Better Together\u300b<code>https:\/\/www.cdata.com\/blog\/claude-skills-vs-mcp-better-together-with-connect-ai<\/code><\/li><li>AgiFlow\u300atoken-usage-metrics\u300b<code>https:\/\/github.com\/AgiFlow\/token-usage-metrics<\/code><\/li><\/ul>\n<!-- <audio autoplay=\"autoplay\" height=\"100\" width=\"100\" hidden=\"true\"><source src=\"https:\/\/c.coka.la\/orAvPR.mp3\" type=\"audio\/mp3\"\/><\/audio><img decoding=\"async\" src=\"https:\/\/images.weserv.nl\/?url=https:\/\/ws3.sinaimg.cn\/large\/8fa5dcfcgy1g4em3rzar5j20ib089ae0.jpg\" alt=\"\u4e1a\u4f59\u8349\u516c\u4f17\u53f7\"\/> --><p><!-- <img decoding=\"async\" src=\"https:\/\/raw.githubusercontent.com\/xmt1139057136\/xttblog\/master\/8fa5dcfcgy1g4em3rzar5j20ib089ae0.jpg\" alt=\"\u4e1a\u4f59\u8349\u516c\u4f17\u53f7\"\/>--><img decoding=\"async\" src=\"https:\/\/saas.51autoparts.cn\/api\/admin\/sys-file\/oss\/file?fileName=84db51f8561e448f9a4fda2eff0811f9.jpg\" alt=\"\u4e1a\u4f59\u8349\u516c\u4f17\u53f7\"\/><\/p><p>\u6700\u540e\uff0c\u6b22\u8fce\u5173\u6ce8\u6211\u7684\u4e2a\u4eba\u5fae\u4fe1\u516c\u4f17\u53f7\uff1a\u4e1a\u4f59\u8349\uff08yyucao\uff09\uff01<b>\u53ef\u52a0\u4f5c\u8005\u5fae\u4fe1\u53f7\uff1a<font color=\"red\">xttblog2<\/font>\u3002\u5907\u6ce8\uff1a\u201c1\u201d\uff0c\u6dfb\u52a0\u535a\u4e3b\u5fae\u4fe1\u62c9\u4f60\u8fdb\u5fae\u4fe1\u7fa4\u3002\u5907\u6ce8\u9519\u8bef\u4e0d\u4f1a\u540c\u610f\u597d\u53cb\u7533\u8bf7\u3002<\/b>\u518d\u6b21\u611f\u8c22\u60a8\u7684\u5173\u6ce8\uff01\u540e\u7eed\u6709\u7cbe\u5f69\u5185\u5bb9\u4f1a\u7b2c\u4e00\u65f6\u95f4\u53d1\u7ed9\u60a8\uff01\u539f\u521b\u6587\u7ae0\u6295\u7a3f\u8bf7\u53d1\u9001\u81f3532009913@qq.com\u90ae\u7bb1\u3002\u5546\u52a1\u5408\u4f5c\u4e5f\u53ef\u6dfb\u52a0\u4f5c\u8005\u5fae\u4fe1\u8fdb\u884c\u8054\u7cfb\uff01<\/p><p>\u672c\u6587\u539f\u6587\u51fa\u5904\uff1a<a href=\"https:\/\/www.xttblog.com\">\u4e1a\u4f59\u8349<\/a>\uff1a &raquo; <a href=\"https:\/\/www.xttblog.com\/?p=5537\">Skill \u6bd4 MCP \u7701 99% \u7684 Token\uff0cMCP \u4e0d\u662f\u94f6\u5f39\uff0c\u662f Token \u9ed1\u6d1e<\/a><\/p><!-- <div class=\"bd-reward-stl\"><button id=\"bdRewardBtn\"><span><\/span><\/button><\/div> -->","protected":false},"excerpt":{"rendered":"<p>Skill \u6bd4 MCP \u7701 99% \u7684 Token\uff0cMCP \u4e0d\u662f\u94f6\u5f39\uff0c\u662f Token \u9ed1\u6d1e\u3002 \u6628\u5929\u53d1\u7684\u90a3\u7bc7\u6587\u7ae0 [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[1671,731,474,1794,1449],"class_list":["post-5537","post","type-post","status-publish","format-standard","hentry","category-yyzt","tag-ai","tag-jvm","tag-token","tag-tokenfilter","tag-tokenizer"],"_links":{"self":[{"href":"https:\/\/www.xttblog.com\/index.php?rest_route=\/wp\/v2\/posts\/5537","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.xttblog.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.xttblog.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.xttblog.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.xttblog.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5537"}],"version-history":[{"count":1,"href":"https:\/\/www.xttblog.com\/index.php?rest_route=\/wp\/v2\/posts\/5537\/revisions"}],"predecessor-version":[{"id":5538,"href":"https:\/\/www.xttblog.com\/index.php?rest_route=\/wp\/v2\/posts\/5537\/revisions\/5538"}],"wp:attachment":[{"href":"https:\/\/www.xttblog.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5537"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.xttblog.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5537"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.xttblog.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5537"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}