{"id":20937,"date":"2026-07-05T10:44:20","date_gmt":"2026-07-05T02:44:20","guid":{"rendered":"https:\/\/92it.top\/?p=20937"},"modified":"2026-07-05T10:44:20","modified_gmt":"2026-07-05T02:44:20","slug":"%e6%af%8f%e5%a4%a9%e5%90%83%e9%80%8f%e4%b8%80%e4%b8%aa-ai-%e7%9f%a5%e8%af%86%e7%82%b9-cli-%e6%98%af%e4%bb%80%e4%b9%88%ef%bc%9f%e4%bc%9a%e5%8f%96%e4%bb%a3-mcp-%e5%90%97%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/92it.top\/?p=20937","title":{"rendered":"\u6bcf\u5929\u5403\u900f\u4e00\u4e2a AI \u77e5\u8bc6\u70b9 \u2014\u2014 CLI \u662f\u4ec0\u4e48\uff1f\u4f1a\u53d6\u4ee3 MCP \u5417\uff1f"},"content":{"rendered":"\n<p>\u8f6c\u8f7d\uff1a\u5c0f\u7ea2\u4e66 AI\u4ea7\u54c1\u8d75\u54e5<\/p>\n\n\n\n<p><strong>\u524d\u8a00\ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u4f60\u53ef\u80fd\u542c\u8bf4\u8fc7 MCP\uff08Model-Caller Protocol\uff09\uff0c\u5b83\u4e00\u5ea6\u88ab\u8a89\u4e3a Agent \u7684\u4e07\u80fd\u94a5\u5319\uff0c\u662f\u8fde\u63a5 AI \u5927\u8111\u4e0e\u5916\u90e8\u4e16\u754c\u7684\u6700\u91cd\u8981\u7684\u8fde\u63a5\u5668\uff0c\u6211\u4eec\u4e4b\u524d\u4e5f\u804a\u8fc7 MCP \u7684\u725b\u63b0\u4e4b\u5904\u3002<\/p>\n\n\n\n<p>\u4f46\u6700\u8fd1\uff0c\u8d8a\u6765\u8d8a\u591a\u9876\u7ea7\u7684\u5f00\u53d1\u8005\u548c AI \u516c\u53f8\uff0c\u5f00\u59cb\u6084\u6084\u5730\u629b\u5f03\u5b83\uff0c\u8f6c\u800c\u7528\u4e00\u79cd\u66f4\u539f\u59cb\u7684\u65b9\u5f0f\u6765\u89e3\u51b3\u95ee\u9898\uff0c\u90a3\u5c31\u662f\u76f4\u63a5\u8c03\u7528\u547d\u4ee4\u884c\u7a0b\u5e8f \u2014\u2014 CLI\uff08Command-Line Interface\uff09\u3002<\/p>\n\n\n\n<ul>\n<li>Perplexity \u7684 CTO \u5728\u5f00\u53d1\u8005\u5927\u4f1a\u4e0a\u516c\u5f00\u5ba3\u5e03\uff0c\u4ed6\u4eec\u5185\u90e8\u6b63\u5728\u5168\u9762\u8f6c\u5411 API \u548c CLI \u5de5\u5177\uff0c\u653e\u5f03 MCP\u3002<\/li>\n\n\n\n<li>YC \u5b75\u5316\u7684\u660e\u661f\u516c\u53f8\uff0c\u5176 CEO \u4e5f\u660e\u786e\u8868\u793a\uff0c\u4ed6\u4eec\u66f4\u9752\u7750 CLI\u3002<\/li>\n\n\n\n<li>\u6700\u8fd1\u706b\u7206\u5168\u7f51\u7684\u5f00\u6e90\u9879\u76ee Open Interpreter\uff0c\u5176\u6838\u5fc3\u5c31\u662f\u8ba9\u5927\u6a21\u578b\u76f4\u63a5\u4e0e\u64cd\u4f5c\u7cfb\u7edf\u7684\u547d\u4ee4\u884c\u4ea4\u4e92\u3002<\/li>\n\n\n\n<li>\u5373\u4fbf\u662f\u90a3\u4e9b\u770b\u4f3c\u4f7f\u7528\u4e86\u590d\u6742 Agent \u7cfb\u7edf\u7684\u5de5\u5177\uff0c\u5e95\u5c42\u6267\u884c\u7684\u5f88\u591a\u4efb\u52a1\uff0c\u4e5f\u90fd\u662f\u901a\u8fc7\u8c03\u7528 CLI \u547d\u4ee4\u5b8c\u6210\u7684\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u4e3a\u5565 AI \u65f6\u4ee3\u8981\u8fd9\u4e48\u590d\u53e4\uff1f\u8fd9\u5c31\u597d\u6bd4\uff0c\u5728\u5927\u5bb6\u90fd\u5728\u7528\u667a\u80fd\u624b\u673a App \u70b9\u9910\u7684\u65f6\u4ee3\uff0c\u4e00\u7fa4\u9ad8\u7ea7\u9910\u5385\u7a81\u7136\u5ba3\u5e03\uff0c\u4ed6\u4eec\u53ea\u7528\u6700\u539f\u59cb\u7684\u67f4\u706b\u548c\u94c1\u9505\uff0c\u5e76\u4e14\u505a\u51fa\u7684\u83dc\u80b4\u6548\u7387\u66f4\u9ad8\u3001\u5473\u9053\u66f4\u597d\u3002<\/p>\n\n\n\n<p>\u4eca\u5929\u8fd9\u7bc7\u7b14\u8bb0\uff0c\u54b1\u4eec\u5c31\u6765\u804a\u8fd9\u4e2a\u8bdd\u9898\uff1a\u4ec0\u4e48\u662f CLI\uff1f\u5b83\u7684\u4f18\u52bf\u662f\u4ec0\u4e48\uff1f\u80fd\u53d6\u4ee3 MCP \u5417\uff1f<\/p>\n\n\n\n<p>\u597d\u4e86\uff0c\u5927\u5bb6\u51c6\u5907\u597d\u7684\u8bdd\uff0c\u54b1\u53ef\u5c31\u53d1\u8f66\u4e86\uff01\uff01\uff01<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\u4e00\u3001CLI \u548c MCP \u5230\u5e95\u662f\u4ec0\u4e48\uff1f\ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u5728\u5f00\u6218\u4e4b\u524d\uff0c\u6211\u4eec\u5fc5\u987b\u5148\u641e\u6e05\u695a\u8fd9\u4fe9\u662f\u4ec0\u4e48\u8d27\uff1f<\/p>\n\n\n\n<p><strong>\ud83d\udd391.1 \u547d\u4ee4\u884c\u754c\u9762 (CLI &#8211; Command-Line Interface)<\/strong><\/p>\n\n\n\n<p>\u5982\u679c\u4f60\u7528\u8fc7\u7535\u8111\u7684\u7ec8\u7aef\u6216 Windows \u7684\u547d\u4ee4\u63d0\u793a\u7b26\uff0c\u90a3\u4e2a\u9ed1\u4e86\u5427\u5527\u7684\u3001\u53ea\u80fd\u6253\u5b57\u7684\u7a97\u53e3\uff0c\u5c31\u662f CLI\u3002<\/p>\n\n\n\n<p>CLI \u5de5\u5177\uff0c\u5c31\u662f\u90a3\u4e9b\u8bbe\u8ba1\u51fa\u6765\u5728\u547d\u4ee4\u884c\u91cc\u8fd0\u884c\u7684\u7a0b\u5e8f\u3002\u4f60\u901a\u8fc7\u8f93\u5165\u4e00\u884c\u7279\u5b9a\u7684\u547d\u4ee4\u548c\u53c2\u6570\u6765\u8ba9\u5b83\u5e72\u6d3b\u3002<\/p>\n\n\n\n<p>\u4e3e\u4f8b\uff1a<\/p>\n\n\n\n<ul>\n<li>\u60f3\u628a\u4e00\u4e2a\u89c6\u9891\u4ece mp4 \u683c\u5f0f\u8f6c\u6210 gif\uff1f\u8f93\u5165\u4e00\u884c ffmpeg \u547d\u4ee4\u3002<\/li>\n\n\n\n<li>\u60f3\u5728\u4e00\u4e2a\u5de8\u5927\u7684\u4ee3\u7801\u5e93\u91cc\u641c\u7d22\u5305\u542b\u67d0\u4e2a\u5173\u952e\u8bcd\u7684\u6587\u4ef6\uff1f\u8f93\u5165\u4e00\u884c grep \u547d\u4ee4\u3002<\/li>\n\n\n\n<li>\u60f3\u6279\u91cf\u628a\u4e00\u5806\u7167\u7247\u8c03\u6574\u6210\u540c\u6837\u7684\u5927\u5c0f\uff1f\u8f93\u5165\u4e00\u884c ImageMagick \u547d\u4ee4\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u4e9b\u5de5\u5177\uff0c\u5b83\u4eec\u5728\u7a0b\u5e8f\u5458\u7684\u4e16\u754c\u91cc\u5df2\u7ecf\u5b58\u5728\u4e86\u51e0\u5341\u5e74\uff0c\u7a33\u5b9a\u3001\u9ad8\u6548\uff0c\u662f\u65e0\u6570\u81ea\u52a8\u5316\u811a\u672c\u7684\u57fa\u7840\u3002<\/p>\n\n\n\n<p>\ud83d\udca1 \u7b80\u5355\u800c\u8a00\uff0c\u548c CLI \u5de5\u5177\u4ea4\u4e92\uff0c\u5c31\u50cf\u4f60\u5bf9\u4e00\u4e2a\u4e13\u4e1a\u7684\u4e13\u5bb6\u4e0b\u8fbe\u4e00\u4e2a\u7cbe\u786e\u7684\u6307\u4ee4\u3002\u4f60\u8bf4\u6e05\u695a\u4f60\u8981\u4ec0\u4e48\uff0c\u5b83\u5c31\u7ed9\u4f60\u505a\u4ec0\u4e48\uff0c\u4e0d\u591a\u4e00\u53e5\u5e9f\u8bdd\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd391.2 \u6a21\u578b\u8c03\u7528\u534f\u8bae (MCP &#8211; Model-Caller Protocol)<\/strong><\/p>\n\n\n\n<p>MCP \u7684\u8bde\u751f\uff0c\u6e90\u4e8e\u4e00\u4e2a\u7f8e\u597d\u7684\u613f\u666f\uff1a\u4e3a\u5927\u6a21\u578b\u521b\u5efa\u4e00\u4e2a\u7edf\u4e00\u3001\u6807\u51c6\u3001\u5b89\u5168\u7684\u5de5\u5177\u8c03\u7528\u65b9\u5f0f\u3002<\/p>\n\n\n\n<p>\u5b83\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u57fa\u4e8e JSON \u683c\u5f0f\u7684\u901a\u4fe1\u89c4\u8303\u3002\u5f00\u53d1\u8005\u9700\u8981\u628a\u81ea\u5df1\u5de5\u5177\u7684\u529f\u80fd\uff0c\u6309\u7167 MCP \u7684\u683c\u5f0f\u8fdb\u884c\u5c01\u88c5\u3002\u8fd9\u4e2a\u5305\u88c5\u91cc\u8981\u8be6\u7ec6\u8bf4\u660e\uff1a<\/p>\n\n\n\n<ul>\n<li>\u5de5\u5177\u540d\u79f0 (name)\uff1a\u6bd4\u5982 <code>list_github_issues<\/code>\u3002<\/li>\n\n\n\n<li>\u5de5\u5177\u63cf\u8ff0 (description)\uff1a\u8be6\u7ec6\u89e3\u91ca\u8fd9\u4e2a\u5de5\u5177\u662f\u5e72\u561b\u7684\u3002<\/li>\n\n\n\n<li>\u8f93\u5165\u53c2\u6570 (parameters)\uff1a\u9700\u8981\u54ea\u4e9b\u8f93\u5165\uff0c\u6bcf\u4e2a\u8f93\u5165\u7684\u540d\u79f0\u3001\u7c7b\u578b\u3001\u662f\u5426\u5fc5\u9700\u3002<\/li>\n<\/ul>\n\n\n\n<p>AI \u5728\u9700\u8981\u4f7f\u7528\u5de5\u5177\u65f6\uff0c\u5f00\u53d1\u8005\u4f1a\u628a\u6240\u6709\u5c01\u88c5\u597d\u7684\u5de5\u5177\u6e05\u5355\u90fd\u63d0\u4f9b\u7ed9 AI\u3002AI \u4f1a\u9605\u8bfb\u8fd9\u4efd\u6e05\u5355\uff0c\u7136\u540e\u9009\u62e9\u4e00\u4e2a\u6700\u5408\u9002\u7684\u5de5\u5177\uff0c\u5e76\u6309\u7167\u683c\u5f0f\u8981\u6c42\uff0c\u751f\u6210\u4e00\u4e2a JSON \u5bf9\u8c61\u6765\u8c03\u7528\u5b83\u3002<\/p>\n\n\n\n<p>\ud83d\udca1 \u7b80\u5355\u8bf4\uff0c\u548c MCP \u5de5\u5177\u4ea4\u4e92\uff0c\u5c31\u50cf\u4f60\u5728\u586b\u5199\u4e00\u5f20\u975e\u5e38\u8be6\u5c3d\u7684\u4efb\u52a1\u7533\u8bf7\u8868\u3002\u8868\u683c\u4e0a\u5217\u51fa\u4e86\u6240\u6709\u4f60\u80fd\u7533\u8bf7\u7684\u670d\u52a1\uff0c\u4ee5\u53ca\u6bcf\u9879\u670d\u52a1\u9700\u8981\u586b\u5199\u7684\u5b57\u6bb5\u3002\u4f60\u586b\u597d\u8868\uff0c\u63d0\u4ea4\u4e0a\u53bb\uff0c\u7cfb\u7edf\u5c31\u4f1a\u6309\u89c4\u5b9a\u5e2e\u4f60\u5904\u7406\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"830\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-12-1024x830.png\" alt=\"\" class=\"wp-image-20939\" style=\"width:400px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-12-1024x830.png 1024w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-12-300x243.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-12-768x622.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-12-1536x1244.png 1536w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-12-830x672.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-12-230x186.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-12-350x284.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-12-480x389.png 480w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-12.png 1548w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\u4e8c\u3001CLI \u7684\u4e24\u5927\u4f18\u52bf\ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u65e2\u7136 MCP \u662f\u4e13\u95e8\u4e3a AI \u8bbe\u8ba1\u7684\u5b98\u65b9\u914d\u7f6e\uff0c\u4e3a\u4ec0\u4e48\u4f1a\u88ab\u4e0a\u53e4\u8001\u767b CLI \u6253\u5f97\u8282\u8282\u8d25\u9000\uff1f\u56e0\u4e3a CLI \u5728\u4e24\u4e2a\u6700\u8981\u547d\u7684\u5730\u65b9\uff0c\u62e5\u6709\u78be\u538b\u6027\u7684\u4f18\u52bf\uff1a\u6210\u672c\u548c\u6548\u7387\u3002<\/p>\n\n\n\n<p><strong>\ud83d\udd392.1 \u4f18\u52bf\u4e00\uff1aToken \u6d88\u8017\u66f4\u5c0f<\/strong><\/p>\n\n\n\n<p>\u5728 AI \u7684\u4e16\u754c\u91cc\uff0cToken \u5c31\u662f\u94b1\uff0c\u4e0a\u4e0b\u6587\u7a97\u53e3\u5c31\u662f\u5bf8\u571f\u5bf8\u91d1\u7684\u571f\u5730\u3002\u8c01\u80fd\u7528\u66f4\u5c11\u7684 Token \u529e\u6210\u540c\u6837\u7684\u4e8b\uff0c\u8c01\u5c31\u638c\u63e1\u4e86\u6210\u672c\u4f18\u52bf\u3002<\/p>\n\n\n\n<p>\u800c MCP\uff0c\u6070\u6070\u662f\u4e00\u4e2a\u541e\u91d1\uff08token\uff09\u517d\u3002<\/p>\n\n\n\n<p><strong>\u3010MCP \u7684\u8d25\u5bb6\u6a21\u5f0f\u3011<\/strong><\/p>\n\n\n\n<p>\u8ba9\u6211\u4eec\u6765\u770b\u4e00\u4e2a\u771f\u5b9e\u7684\u4f8b\u5b50\u3002\u5047\u8bbe\u4f60\u7684 Agent \u9700\u8981\u67e5\u8be2\u4e00\u4e2a GitHub \u4ed3\u5e93\uff08\u6bd4\u5982 Open-Interpreter\uff09\u6700\u65b0\u7684 3 \u6761 issue\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u4f7f\u7528 MCP\uff0c\u4f60\u7684 AI Agent \u5728\u505a\u51b3\u7b56\u524d\uff0c\u9700\u8981\u770b\u5230\u4e00\u4efd\u5b8c\u6574\u7684\u3001\u53ef\u7528\u7684 MCP \u5de5\u5177\u6e05\u5355\u3002\u5bf9\u4e8e\u4e00\u4e2a\u96c6\u6210\u4e86 GitHub \u529f\u80fd\u7684 MCP \u670d\u52a1\u5668\u6765\u8bf4\uff0c\u8fd9\u4efd\u6e05\u5355\u53ef\u80fd\u5305\u542b\u4e86\u51e0\u5341\u4e2a\u5de5\u5177\uff0c\u6bd4\u5982 <code>list_issues<\/code>\u3001<code>create_branch<\/code>\u3001<code>get_pull_request<\/code> \u7b49\u7b49\u3002<\/p>\n\n\n\n<p>\u5173\u952e\u95ee\u9898\u5728\u4e8e\uff0c\u4f20\u7ed9 AI \u7684\uff0c\u7edd\u4e0d\u4ec5\u4ec5\u662f\u5de5\u5177\u7684\u540d\u79f0\u3002\u6bcf\u4e2a\u5de5\u5177\u7684\u5b8c\u6574\u8bf4\u660e\u3001\u529f\u80fd\u4ecb\u7ecd\u3001\u6240\u6709\u53c2\u6570\u7684\u540d\u79f0\u3001\u53c2\u6570\u7684\u683c\u5f0f\u3001\u53c2\u6570\u7684\u63cf\u8ff0\u2026\u2026 \u8fd9\u4e9b\u5143\u4fe1\u606f\uff0c\u4e00\u4e2a\u5b57\u90fd\u4e0d\u80fd\u5c11\uff0c\u5168\u90fd\u8981\u585e\u8fdb\u5b9d\u8d35\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u91cc\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u6765\u770b\u4e00\u4e0b\uff0c\u4ec5\u4ec5\u662f\u4e00\u4e2a list_issues \u5de5\u5177\u7684 MCP \u63cf\u8ff0\uff0c\u53ef\u80fd\u5c31\u6709\u51e0\u5341\u4e0a\u767e\u884c\u3002\u800c\u4e00\u4e2a\u6807\u51c6\u7684 GitHub MCP \u670d\u52a1\u5668\uff0c\u5185\u7f6e\u4e86 44 \u4e2a\u5de5\u5177\uff0c\u628a\u5b83\u4eec\u6240\u6709\u7684\u63cf\u8ff0\u52a0\u8d77\u6765\uff0c\u53ef\u80fd\u5c31\u662f\uff1a<\/p>\n\n\n\n<ul>\n<li>1683 \u884c\u7684\u6587\u672c<\/li>\n\n\n\n<li>63703 \u4e2a\u5b57\u7b26<\/li>\n\n\n\n<li>\u6362\u7b97\u6210 Token\uff0c\u5927\u7ea6\u662f 14268 \u4e2a Token\uff01<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u662f\u4ec0\u4e48\u6982\u5ff5\uff1f\u6309\u7167 Claude \u7cfb\u5217\u6a21\u578b\u7684\u8ba1\u4ef7\uff0c\u4ec5\u4ec5\u662f\u8ba9 AI \u770b\u4e00\u773c\u8fd9\u4efd\u5de5\u5177\u83dc\u5355\uff0c\u4f60\u5c31\u5df2\u7ecf\u82b1\u6389\u4e86\u5c06\u8fd1\u4e09\u6bdb\u94b1\uff01\u8fd9\u8fd8\u6ca1\u7b97\u4e0a\u4f60\u7684\u63d0\u95ee\u548c AI \u7684\u56de\u7b54\u6240\u6d88\u8017\u7684 Token\u3002<\/p>\n\n\n\n<p>\u8fd9\u8fd8\u53ea\u662f\u4e00\u4e2a GitHub \u670d\u52a1\u5668\u3002\u5982\u679c\u4f60\u7684 Agent \u540c\u65f6\u63a5\u5165\u4e86 JIRA\u3001Slack\u3001\u6570\u636e\u5e93\u7b49\u591a\u4e2a MCP \u670d\u52a1\u5668\uff0c\u90a3\u5149\u662f\u5de5\u5177\u63cf\u8ff0\u7684 Token \u5f00\u9500\uff0c\u6bcf\u6b21\u8bf7\u6c42\u53ef\u80fd\u5c31\u8981\u82b1\u8d39\u597d\u51e0\u5757\u94b1\u3002\u8fd9\u5bf9\u4e8e\u9700\u8981\u9ad8\u9891\u8c03\u7528\u7684\u5e94\u7528\u6765\u8bf4\uff0c\u6210\u672c\u662f\u6839\u672c\u65e0\u6cd5\u627f\u53d7\u7684\u3002<\/p>\n\n\n\n<p><strong>\u3010CLI \u7684\u62a0\u95e8\u6a21\u5f0f\u3011<\/strong><\/p>\n\n\n\n<p>\u73b0\u5728\uff0c\u6211\u4eec\u6362\u6210 CLI \u7684\u65b9\u6848\uff0c\u770b\u770b\u753b\u98ce\u662f\u5982\u4f55\u5927\u53d8\u7684\u3002<\/p>\n\n\n\n<p>\u6574\u4e2a\u6d41\u7a0b\uff0c\u4f60\u53ea\u9700\u8981\u7ed9 AI \u63d0\u4f9b\u4e00\u4e2a\u901a\u7528\u7684 bash \u6267\u884c\u5de5\u5177\u3002\u8fd9\u4e2a\u5de5\u5177\u7684\u63cf\u8ff0\u53ef\u80fd\u5c31\u5341\u51e0\u884c\uff0c\u6838\u5fc3\u601d\u60f3\u53ea\u6709\u4e00\u53e5\u8bdd\uff1a<\/p>\n\n\n\n<ul>\n<li>\u201c\u6211\u662f\u4e00\u4e2a\u53ef\u4ee5\u6267\u884c\u4efb\u4f55\u547d\u4ee4\u884c\u547d\u4ee4\u7684\u5de5\u5177\u3002\u8bf7\u4f60\u751f\u6210\u4e00\u4e2a\u547d\u4ee4\u5b57\u7b26\u4e32\uff0c\u4f5c\u4e3a command \u53c2\u6570\u4f20\u7ed9\u6211\u3002\u201d<\/li>\n<\/ul>\n\n\n\n<p>\u7136\u540e\uff0c\u5f53\u7528\u6237\u63d0\u51fa \u201c\u67e5\u8be2\u6700\u65b0\u7684 3 \u6761 issue\u201d \u7684\u9700\u6c42\u65f6\uff0cAI \u4f1a\u600e\u4e48\u505a\uff1f\u5b83\u4f1a\u76f4\u63a5\u751f\u6210\u5e76\u6267\u884c\u4e00\u6761 gh\uff08GitHub \u7684\u5b98\u65b9 CLI \u5de5\u5177\uff09\u547d\u4ee4\uff1a<code>gh issue list --repo Open-Interpreter\/open-interpreter --limit 3<\/code><\/p>\n\n\n\n<p>\u770b\u5230\u4e86\u5417\uff1f\u6574\u4e2a\u6d41\u7a0b\uff0cAI \u7684\u4e0a\u4e0b\u6587\u4e2d\uff0c\u53ea\u9700\u8981\u643a\u5e26\u90a3\u4e00\u4efd\u6781\u5176\u7b80\u77ed\u7684 bash \u5de5\u5177\u8bf4\u660e\u3002\u76f8\u6bd4 MCP \u90a3\u4e0a\u4e07 Token \u7684\u6d88\u8017\uff0cCLI \u65b9\u6848\u5728\u5de5\u5177\u63cf\u8ff0\u4e0a\u7684 Token \u6d88\u8017\uff0c\u51e0\u4e4e\u53ef\u4ee5\u5ffd\u7565\u4e0d\u8ba1\uff01<\/p>\n\n\n\n<p><strong>\u3010\u4e00\u4e2a\u5e38\u89c1\u7684\u7591\u60d1\u3011<\/strong><\/p>\n\n\n\n<p>\u6709\u4eba\u53ef\u80fd\u4f1a\u95ee\uff1aAI \u53c8\u6ca1\u6709\u4e13\u95e8\u5b66\u8fc7 <code>gh<\/code>\u3001<code>git<\/code>\u3001<code>grep<\/code> \u8fd9\u4e9b\u547d\u4ee4\uff0c\u5b83\u600e\u4e48\u4f1a\u7528\u5462\uff1f<\/p>\n\n\n\n<p>\u7b54\u6848\u5f88\u7b80\u5355\uff1a\u8fd9\u4e9b\u901a\u7528 CLI \u5de5\u5177\uff0c\u5728\u5927\u6a21\u578b\u7684\u8bad\u7ec3\u6570\u636e\u4e2d\uff0c\u5df2\u7ecf\u6d77\u91cf\u5730\u51fa\u73b0\u8fc7\u4e86\uff01\u65e0\u6570\u7684\u6559\u7a0b\u3001\u535a\u5ba2\u3001\u4ee3\u7801\u4ed3\u5e93\u3001Stack Overflow \u7684\u95ee\u7b54\uff0c\u90fd\u5305\u542b\u4e86\u8fd9\u4e9b\u547d\u4ee4\u7684\u7528\u6cd5\u3002\u5bf9\u4e8e AI \u6765\u8bf4\uff0c\u4f7f\u7528\u8fd9\u4e9b\u547d\u4ee4\u5c31\u50cf\u4e00\u4e2a\u8d44\u6df1\u7a0b\u5e8f\u5458\u5199 <code>git commit<\/code> \u4e00\u6837\uff0c\u5bb6\u5e38\u4fbf\u996d\u3002<\/p>\n\n\n\n<p>\u90a3\u5982\u679c\u662f\u516c\u53f8\u5185\u90e8\u81ea\u7814\u7684\u3001\u6bd4\u8f83\u51b7\u95e8\u7684 CLI \u5de5\u5177\u5462\uff1f\u4e5f\u5f88\u597d\u89e3\u51b3\u3002\u4f60\u53ea\u9700\u8981\u4e3a\u5b83\u5199\u4e00\u4efd\u7b80\u77ed\u7684\u8bf4\u660e\u6587\u6863\uff08\u5c31\u50cf\u6211\u4eec\u524d\u9762\u63d0\u5230\u7684 Agent Skill\uff09\uff0c\u544a\u8bc9 AI \u8fd9\u4e2a\u5de5\u5177\u662f\u5e72\u561b\u7684\u3001\u6709\u54ea\u4e9b\u5e38\u7528\u7684\u53c2\u6570\u3002\u8fd9\u4efd\u6587\u6863\u7684\u4f53\u79ef\uff0c\u4e5f\u8fdc\u8fdc\u5c0f\u4e8e MCP \u7684\u5143\u4fe1\u606f\u3002<\/p>\n\n\n\n<p><strong>\u3010\u603b\u7ed3\u4e00\u4e0b\u3011<\/strong><\/p>\n\n\n\n<ul>\n<li>MCP\uff1a\u6bcf\u6b21\u90fd\u8981\u5e26\u4e0a\u4e00\u672c\u539a\u539a\u7684\u8bf4\u660e\u4e66\uff0c\u6210\u672c\u9ad8\u6602\u3002<\/li>\n\n\n\n<li>CLI\uff1a\u901a\u7528\u5de5\u5177 AI \u5929\u751f\u5c31\u4f1a\uff0c\u51b7\u95e8\u5de5\u5177\u53ea\u9700\u5e26\u4e0a\u4e00\u5f20\u5c0f\u7eb8\u6761\uff0c\u6210\u672c\u6781\u4f4e\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u5728 Token \u6210\u672c\u65e5\u76ca\u6210\u4e3a\u6838\u5fc3\u7ade\u4e89\u529b\u7684\u4eca\u5929\uff0cCLI \u7684\u8f7b\u91cf\u5316\u4f18\u52bf\u662f\u5f88\u660e\u663e\u7684\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd392.2 \u4f18\u52bf\u4e8c\uff1a\u6267\u884c\u6548\u7387\u66f4\u9ad8<\/strong><\/p>\n\n\n\n<p><strong>\u3010MCP\uff1a\u5b98\u50da\u98ce\u3011<\/strong><\/p>\n\n\n\n<p>\u8ba9\u6211\u4eec\u6765\u60f3\u8c61\u4e00\u4e2a\u6444\u5f71\u5e08\u5904\u7406\u7d20\u6750\u7684\u5178\u578b\u573a\u666f\uff1a<\/p>\n\n\n\n<ul>\n<li><strong>\u9700\u6c42<\/strong>\uff1a\u4e00\u4e2a\u6587\u4ef6\u5939\u91cc\u6709\u51e0\u5341\u5f20\u5355\u53cd\u76f8\u673a\u62cd\u7684\u539f\u56fe\uff08RAW \u683c\u5f0f\uff09\uff0c\u9700\u8981\u7b5b\u9009\u51fa\u6240\u6709\u6a2a\u7248\u7167\u7247\uff08\u5bbd\u5ea6\u5927\u4e8e\u9ad8\u5ea6\uff09\uff0c\u7ed9\u5b83\u4eec\u6279\u91cf\u52a0\u4e0a\u6c34\u5370\uff0c\u7136\u540e\u4e0a\u4f20\u5230\u670d\u52a1\u5668\u7684\u4e00\u4e2a\u6307\u5b9a\u76ee\u5f55\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u5982\u679c\u7528 MCP \u6765\u5b9e\u73b0\uff0c\u6d41\u7a0b\u53ef\u80fd\u662f\u8fd9\u6837\u7684\uff1a<\/p>\n\n\n\n<ol>\n<li>AI \u601d\u8003\uff1a\u55ef\uff0c\u7b2c\u4e00\u6b65\u6211\u9700\u8981\u77e5\u9053\u6587\u4ef6\u5939\u91cc\u6709\u54ea\u4e9b\u6587\u4ef6\u3002<\/li>\n\n\n\n<li>AI \u8c03\u7528\uff1a\u8c03\u7528 <code>list_files<\/code> \u5de5\u5177\uff0c\u83b7\u53d6\u5168\u90e8\u56fe\u7247\u7684\u6587\u4ef6\u540d\u5217\u8868\u3002<\/li>\n\n\n\n<li>\u7ed3\u679c\u8fd4\u56de\uff1a\u5de5\u5177\u6267\u884c\u5b8c\u6bd5\uff0c\u628a\u6587\u4ef6\u540d\u5217\u8868\u8fd4\u56de\u7ed9 AI\u3002<\/li>\n\n\n\n<li>AI \u518d\u6b21\u63a8\u7406\uff1a\u597d\u7684\uff0c\u73b0\u5728\u6211\u9700\u8981\u6328\u4e2a\u68c0\u67e5\u8fd9\u4e9b\u7167\u7247\u7684\u5c3a\u5bf8\u3002<\/li>\n\n\n\n<li>AI \u5faa\u73af\u8c03\u7528\uff1a\u5bf9\u6bcf\u4e2a\u6587\u4ef6\u540d\uff0c\u8c03\u7528 <code>get_image_metadata<\/code> \u5de5\u5177\uff0c\u83b7\u53d6\u5176\u5bbd\u5ea6\u548c\u9ad8\u5ea6\u3002<\/li>\n\n\n\n<li>\u7ed3\u679c\u591a\u6b21\u8fd4\u56de\uff1a\u6bcf\u6b21\u8c03\u7528\u540e\uff0c\u7ed3\u679c\u90fd\u8fd4\u56de\u7ed9 AI\u3002<\/li>\n\n\n\n<li>AI \u7b5b\u9009\u5e76\u518d\u6b21\u63a8\u7406\uff1aAI \u5728\u8111\u5b50\u91cc\u7b5b\u9009\u51fa\u6a2a\u7248\u7167\u7247\uff0c\u7136\u540e\u51b3\u5b9a\u4e0b\u4e00\u6b65\u662f\u52a0\u6c34\u5370\u3002<\/li>\n\n\n\n<li>AI \u5faa\u73af\u8c03\u7528\uff1a\u5bf9\u6bcf\u4e2a\u6a2a\u7248\u7167\u7247\uff0c\u8c03\u7528 <code>add_watermark<\/code> \u5de5\u5177\u3002<\/li>\n\n\n\n<li>\u2026\u2026 \u540e\u9762\u7684\u4e0a\u4f20\u6b65\u9aa4\u4ee5\u6b64\u7c7b\u63a8\u2026\u2026<\/li>\n<\/ol>\n\n\n\n<p>\u53d1\u73b0\u95ee\u9898\u4e86\u5417\uff1f\u5927\u6a21\u578b\uff08AI\uff09\u662f\u6574\u4e2a\u6d41\u7a0b\u7684\u7edd\u5bf9\u8c03\u5ea6\u4e2d\u5fc3\u3002\u6bcf\u4e00\u6b65\u5de5\u5177\u7684\u6267\u884c\u7ed3\u679c\uff0c\u90fd\u5fc5\u987b\u5148\u8fd4\u56de\u7ed9 AI\uff0c\u7b49\u5f85\u5b83\u8fdb\u884c\u4e0b\u4e00\u6b65\u7684\u5224\u65ad\u548c\u51b3\u7b56\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0cAI \u7684\u63a8\u7406\u3001\u5de5\u5177\u7684\u8c03\u7528\u3001\u7f51\u7edc\u4f20\u8f93\u2026\u2026 \u6765\u6765\u56de\u56de\uff0c\u50cf\u6781\u4e86\u5728\u4e00\u4e2a\u5e9e\u5927\u800c\u81c3\u80bf\u7684\u5b98\u50da\u673a\u6784\u91cc\u76d6\u7ae0\u529e\u4e8b\uff0c\u6bcf\u4e00\u6b65\u90fd\u8981\u8bf7\u793a\u9886\u5bfc\u3002<\/p>\n\n\n\n<p>\u6574\u6761\u94fe\u8def\u7684\u6267\u884c\u6548\u7387\uff0c\u88ab AI \u7684\u63a8\u7406\u901f\u5ea6\u548c\u7f51\u7edc\u5ef6\u8fdf\u6b7b\u6b7b\u5730\u9650\u5236\u4f4f\u4e86\u3002<\/p>\n\n\n\n<p><strong>\u3010CLI\uff1a\u4fa0\u5ba2\u98ce\u3011<\/strong><\/p>\n\n\n\n<p>\u73b0\u5728\uff0c\u6211\u4eec\u770b\u770b\u7528 CLI \u5982\u4f55\u89e3\u51b3\u540c\u6837\u7684\u95ee\u9898\u3002<\/p>\n\n\n\n<p>AI \u53ea\u9700\u8981\u8c03\u7528\u4e00\u6b21 bash \u5de5\u5177\uff0c\u7136\u540e\u751f\u6210\u4e00\u6761\u7ec4\u5408\u597d\u7684\u8d85\u7ea7\u547d\u4ee4\uff0c\u4e00\u6b21\u6027\u4e0b\u53d1\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">exiftool -if '$ImageWidth>$ImageHeight' -p '$Directory\/$FileName' . | xargs -I {} sh -c 'convert \"{}\" -gravity southeast -pointsize 20 -fill white -draw \"text 10,10 '\\''@YourName'\\''\" \"output\/$(basename \"{}\")\"' &amp;&amp; scp output\/* user@server:\/path\/to\/upload<\/pre>\n\n\n\n<p>\u8fd9\u6761\u547d\u4ee4\u53ef\u80fd\u770b\u8d77\u6765\u50cf\u5929\u4e66\uff0c\u4f46\u5b83\u505a\u7684\u4e8b\u60c5\u975e\u5e38\u6e05\u6670\uff0c\u901a\u5e38\u7531\u51e0\u90e8\u5206\u901a\u8fc7\u7ba1\u9053\u7b26 <code>|<\/code> \u6216\u987a\u5e8f\u6267\u884c\u7b26 <code>&amp;&amp;<\/code> \u4e32\u8054\u8d77\u6765\uff1a<\/p>\n\n\n\n<ol>\n<li><strong>\u7b2c\u4e00\u90e8\u5206 (exiftool)<\/strong>\uff1a\u626b\u63cf\u5f53\u524d\u6587\u4ef6\u5939\uff0c\u7528 exiftool \u7b5b\u9009\u51fa\u6240\u6709\u5bbd\u5ea6\u5927\u4e8e\u9ad8\u5ea6\u7684\u7167\u7247\uff0c\u5e76\u628a\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u6253\u5370\u51fa\u6765\u3002<\/li>\n\n\n\n<li><strong>\u7b2c\u4e8c\u90e8\u5206 (imagemagick)<\/strong>\uff1a\u901a\u8fc7\u7ba1\u9053\u7b26 <code>|<\/code>\uff0c\u5c06\u7b2c\u4e00\u6b65\u7b5b\u9009\u51fa\u7684\u6587\u4ef6\u540d\uff0c\u4e00\u4e2a\u4e00\u4e2a\u5730\u4f20\u9012\u7ed9 imagemagick \u7684 convert \u547d\u4ee4\uff0c\u6279\u91cf\u6dfb\u52a0\u6c34\u5370\uff0c\u5e76\u8f93\u51fa\u5230 output \u76ee\u5f55\u3002<\/li>\n\n\n\n<li><strong>\u7b2c\u4e09\u90e8\u5206 (scp)<\/strong>\uff1a\u7b49\u524d\u9762\u7684\u6240\u6709\u64cd\u4f5c\u90fd\u6210\u529f\u5b8c\u6210\u540e\uff08<code>&amp;&amp;<\/code> \u7684\u4f5c\u7528\uff09\uff0c\u7528 <code>scp<\/code> \u547d\u4ee4\u5c06 <code>output<\/code> \u76ee\u5f55\u4e0b\u7684\u6240\u6709\u56fe\u7247\uff0c\u6279\u91cf\u4e0a\u4f20\u5230\u6307\u5b9a\u7684\u670d\u52a1\u5668\u3002<\/li>\n<\/ol>\n\n\n\n<p><strong>\u6574\u4e2a\u8fc7\u7a0b\uff1a<\/strong><\/p>\n\n\n\n<ul>\n<li>AI \u53ea\u4ecb\u5165\u4e00\u6b21\uff1a\u5728\u6700\u5f00\u59cb\u751f\u6210\u8fd9\u6761\u590d\u6742\u7684\u547d\u4ee4\u3002<\/li>\n\n\n\n<li>\u547d\u4ee4\u4e00\u6b21\u6027\u4e0b\u53d1\uff1a\u5c31\u50cf\u7ed9\u4e00\u4e2a\u9ad8\u624b\u4e0b\u8fbe\u4e86\u4e00\u4e2a\u590d\u5408\u6307\u4ee4\u3002<\/li>\n\n\n\n<li>\u672c\u5730\u8fde\u7eed\u6267\u884c\uff1a\u4e09\u4e2a CLI \u5de5\u5177\u5728\u4f60\u7684\u7535\u8111\u4e0a\uff0c\u4e00\u4e2a\u63a5\u4e00\u4e2a\u5730\u81ea\u52a8\u6267\u884c\u3002<code>exiftool<\/code> \u5904\u7406\u5b8c\u7684\u6570\u636e\u76f4\u63a5\u6d41\u5411 <code>imagemagick<\/code>\uff0c\u4fdd\u8bc1\u6ca1\u6709\u4e2d\u95f4\u5546\u8d5a\u5dee\u4ef7 \ud83d\ude02\u3002<\/li>\n\n\n\n<li>\u5168\u7a0b\u65e0\u9700 AI \u5e72\u9884\uff1a\u76f4\u5230\u6700\u540e\u6240\u6709\u6b65\u9aa4\u90fd\u5b8c\u6210\u4e86\uff0c\u4e00\u4e2a\u6700\u7ec8\u7684\u7ed3\u679c\uff08\u6bd4\u5982 \u201c\u4e0a\u4f20\u6210\u529f\u201d\uff09\u624d\u4f1a\u88ab\u8fd4\u56de\u7ed9 AI\u3002<\/li>\n<\/ul>\n\n\n\n<p>CLI \u9ad8\u6548\u7684\u6838\u5fc3\uff0c\u6e90\u4e8e Unix \u7684\u8bbe\u8ba1\u54f2\u5b66\uff1a<\/p>\n\n\n\n<ul>\n<li>\u6bcf\u4e2a\u5de5\u5177\u53ea\u505a\u4e00\u4ef6\u4e8b\uff0c\u5e76\u628a\u5b83\u505a\u5230\u6781\u81f4\u3002<code>exiftool<\/code> \u53ea\u7ba1\u5143\u6570\u636e\uff0c<code>imagemagick<\/code> \u53ea\u7ba1\u56fe\u50cf\u5904\u7406\uff0c<code>scp<\/code> \u53ea\u7ba1\u6587\u4ef6\u4f20\u8f93\u3002<\/li>\n\n\n\n<li>\u901a\u8fc7\u7ba1\u9053\u81ea\u7531\u4e32\u8054\uff0c\u50cf\u642d\u4e50\u9ad8\u79ef\u6728\u4e00\u6837\u7ec4\u5408\u51fa\u590d\u6742\u7684\u6d41\u7a0b\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u3010\u6709\u4eba\u53ef\u80fd\u4f1a\u53cd\u9a73\u3011<\/strong><\/p>\n\n\n\n<p>\u201c\u6211\u4e5f\u53ef\u4ee5\u628a\u8bfb\u53d6\u76ee\u5f55\u3001\u52a0\u6c34\u5370\u3001\u4e0a\u4f20\u8fd9\u4e9b\u529f\u80fd\uff0c\u5c01\u88c5\u6210\u4e00\u4e2a\u5de8\u5927\u7684\u3001\u590d\u5408\u7684 MCP \u5de5\u5177\uff0c\u7136\u540e\u8ba9 AI \u4e00\u6b21\u8c03\u7528\u554a\uff01\u201d<\/p>\n\n\n\n<p>\u7406\u8bba\u4e0a\u53ef\u884c\uff0c\u4f46\u8fd9\u79cd\u505a\u6cd5\u727a\u7272\u4e86\u5b9d\u8d35\u7684\u7075\u6d3b\u6027\u3002<\/p>\n\n\n\n<ul>\n<li>\u9700\u6c42\u5fae\u8c03\uff0c\u6210\u672c\u5de8\u5927\uff1a\u5982\u679c\u660e\u5929\u8001\u677f\u8bf4\uff0c\u9664\u4e86\u52a0\u6c34\u5370\uff0c\u8fd8\u8981\u7edf\u4e00\u8f6c\u6210 png \u683c\u5f0f\uff0c\u5e76\u4e14\u53ea\u5904\u7406 4K \u5206\u8fa8\u7387\u4ee5\u4e0a\u7684\u7167\u7247\u3002\u5bf9\u4e8e MCP \u6765\u8bf4\uff0c\u4f60\u5c31\u5f97\u56de\u53bb\u4fee\u6539\u90a3\u4e2a\u590d\u5408\u5de5\u5177\u7684\u540e\u7aef\u4ee3\u7801\uff0c\u91cd\u65b0\u5f00\u53d1\u3001\u6d4b\u8bd5\u3001\u90e8\u7f72\u3002<\/li>\n\n\n\n<li>CLI \u7684\u6781\u81f4\u7075\u6d3b\uff1a\u5bf9\u4e8e CLI\uff0c\u4f60\u53ea\u9700\u8981\u82b1\u51e0\u79d2\u949f\uff0c\u8c03\u6574\u4e00\u4e0b\u547d\u4ee4\u91cc\u7684\u53c2\u6570\uff0c\u6216\u8005\u5728\u7ba1\u9053\u91cc\u518d\u52a0\u4e00\u4e2a\u5de5\u5177\uff0c\u5c31\u80fd\u7acb\u523b\u9002\u5e94\u65b0\u7684\u9700\u6c42\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u79cd\u5373\u65f6\u7ec4\u5408\u3001\u52a8\u6001\u9002\u5e94\u7684\u80fd\u529b\uff0c\u662f\u7b28\u91cd\u7684 MCP \u96be\u4ee5\u590d\u523b\u7684\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\u4e09\u3001MCP \u7684\u62a4\u57ce\u6cb3\uff1a\u5728\u67d0\u4e9b\u9886\u57df\uff0c\u5b83\u4ecd\u4e0d\u53ef\u66ff\u4ee3\ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u90a3 MCP \u662f\u4e0d\u662f\u5c31\u4e0d\u884c\u4e86\uff1f\u5f53\u7136\u4e0d\u662f\u3002<\/p>\n\n\n\n<p>MCP \u4e4b\u6240\u4ee5\u80fd\u4e00\u5ea6\u6210\u4e3a\u884c\u4e1a\u6807\u51c6\uff0c\u5e76\u4e14\u81f3\u4eca\u4ecd\u5728\u4f01\u4e1a\u7ea7\u3001\u4e91\u7aef\u7b49\u573a\u666f\u7262\u7262\u5360\u636e\u4e00\u5e2d\u4e4b\u5730\uff0c\u5c31\u662f\u56e0\u4e3a\u5b83\u62e5\u6709 CLI \u96be\u4ee5\u4f01\u53ca\u7684\u4e24\u5927\u6838\u5fc3\u4f18\u52bf\uff1a\u53ef\u63a7\u6027\u548c\u5b89\u5168\u6027\u3002<\/p>\n\n\n\n<p><strong>\ud83d\udd393.1 \u53ef\u63a7\u6027\u4e0e\u4f4e\u51fa\u9519\u7387<\/strong><\/p>\n\n\n\n<p>\u4e0d\u77e5\u9053\u5927\u5bb6\u770b\u6ca1\u770b\u51fa\u6765\uff0c\u524d\u9762\u90a3\u6761\u770b\u8d77\u6765\u5f88\u9177\u7684 CLI \u590d\u5408\u547d\u4ee4\uff0c\u5176\u5b9e\u9690\u85cf\u7740\u98ce\u9669\u3002<\/p>\n\n\n\n<ul>\n<li>\u9690\u85cf\u7684\u8bed\u6cd5\u9677\u9631\uff1a\u5982\u679c\u4f60\u7684\u56fe\u7247\u6587\u4ef6\u540d\u91cc\uff0c\u6070\u597d\u5305\u542b\u4e86\u4e00\u4e2a\u5355\u5f15\u53f7\uff0c\u6216\u8005\u4e00\u4e2a\u7a7a\u683c\uff0c\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1f\u5f88\u53ef\u80fd\u4f1a\u76f4\u63a5\u7834\u574f\u6574\u6761\u547d\u4ee4\u7684\u8bed\u6cd5\u7ed3\u6784\uff0c\u5bfc\u81f4\u547d\u4ee4\u6267\u884c\u5931\u8d25\uff0c\u6216\u8005\u66f4\u7cdf \u2014\u2014 \u6267\u884c\u4e86\u610f\u60f3\u4e0d\u5230\u7684\u64cd\u4f5c\u3002<\/li>\n\n\n\n<li>\u7ec6\u8282\u51fa\u95ee\u9898\uff1a\u590d\u6742\u7684 CLI \u547d\u4ee4\uff0c\u5c31\u50cf\u624b\u5199\u590d\u6742\u7684 SQL \u8bed\u53e5\uff0c\u6781\u6613\u51fa\u73b0\u8fd9\u7c7b\u7531\u7279\u6b8a\u5b57\u7b26\u3001\u8f6c\u4e49\u95ee\u9898\u5bfc\u81f4\u7684\u9690\u853d bug\u3002\u5373\u4fbf\u662f\u7ecf\u9a8c\u4e30\u5bcc\u7684\u7a0b\u5e8f\u5458\uff0c\u4e5f\u5f88\u96be\u5728\u7b2c\u4e00\u65f6\u95f4\u53d1\u73b0\u3002<\/li>\n<\/ul>\n\n\n\n<p>MCP \u7684\u4f18\u52bf\u5728\u8fd9\u91cc\u5c31\u4f53\u73b0\u51fa\u6765\u4e86\u3002<\/p>\n\n\n\n<ul>\n<li>\u7ed3\u6784\u5316\u4f20\u53c2\uff1aMCP \u57fa\u4e8e JSON \u683c\u5f0f\u8fdb\u884c\u53c2\u6570\u4f20\u9012\u3002\u4efb\u4f55\u6587\u4ef6\u540d\u3001\u7279\u6b8a\u7b26\u53f7\u3001\u7a7a\u683c\u3001\u5f15\u53f7\uff0c\u90fd\u4f1a\u88ab\u4e25\u683c\u5730\u6309\u7167 JSON \u7684\u8f6c\u4e49\u89c4\u5219\u8fdb\u884c\u5904\u7406\uff0c\u53d8\u6210\u4e00\u4e2a\u5b89\u5168\u7684\u5b57\u7b26\u4e32\u3002<\/li>\n\n\n\n<li>\u53c2\u6570\u8fb9\u754c\u6e05\u6670\uff1a\u53c2\u6570\u5c31\u662f\u53c2\u6570\uff0c\u6c38\u8fdc\u4e0d\u4f1a\u548c\u8c03\u7528\u7684\u8bed\u6cd5\u672c\u8eab\u53d1\u751f\u51b2\u7a81\u3002 <code>{\"filename\": \"my's photo.jpg\"}<\/code> \u8fd9\u6837\u7684\u7ed3\u6784\uff0c\u6e05\u6670\u5730\u544a\u8bc9\u4e86\u540e\u7aef\uff0c\u6587\u4ef6\u540d\u5c31\u53eb my&#8217;s photo.jpg\uff0c\u4e0d\u4f1a\u5f15\u8d77\u4efb\u4f55\u6b67\u4e49\u3002<\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udca1 \u7ed3\u8bba\uff1a\u5728\u5bf9\u6267\u884c\u7a33\u5b9a\u6027\u8981\u6c42\u6781\u9ad8\u7684\u573a\u666f\uff0cMCP \u7684\u51fa\u9519\u6982\u7387\u8fdc\u4f4e\u4e8e\u624b\u5199\u7684 CLI \u547d\u4ee4\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd393.2 \u6743\u9650\u9694\u79bb\u4e0e\u9ad8\u5b89\u5168\u6027<\/strong><\/p>\n\n\n\n<p>CLI \u7684\u6781\u81f4\u7075\u6d3b\u6027\uff0c\u662f\u4e00\u628a\u950b\u5229\u7684\u53cc\u5203\u5251\u3002\u5b83\u80fd\u6267\u884c\u4efb\u610f\u64cd\u4f5c\uff0c\u4e5f\u610f\u5473\u7740\u5b83\u80fd\u6267\u884c\u4efb\u610f\u5371\u9669\u7684\u64cd\u4f5c\u3002<\/p>\n\n\n\n<ul>\n<li>\u8bef\u5220\u98ce\u9669\uff08<code>rm -rf<\/code>\uff09\uff1a\u8fd9\u662f\u6240\u6709\u7a0b\u5e8f\u5458\u7684\u5669\u68a6\u3002\u5982\u679c AI \u5728\u751f\u6210\u4e00\u6761\u6e05\u7406\u4e34\u65f6\u6587\u4ef6\u7684\u547d\u4ee4\u65f6\uff0c\u7a0d\u5fae\u72af\u70b9\u8ff7\u7cca\uff0c\u751f\u6210\u4e86\u4e00\u6761\u5305\u542b <code>rm -rf \/<\/code> \u7684\u547d\u4ee4\uff0c\u5e76\u4e14\u88ab\u6267\u884c\u4e86\u2026\u2026 \u90a3\u540e\u679c\u5c06\u662f\u707e\u96be\u6027\u7684\uff0c\u4f60\u7684\u6574\u4e2a\u6587\u4ef6\u7cfb\u7edf\u53ef\u80fd\u4f1a\u88ab\u77ac\u95f4\u6e05\u7a7a\u3002<\/li>\n\n\n\n<li>\u5b89\u5168\u6f0f\u6d1e\uff1a\u4e00\u4e2a\u4e0d\u53d7\u9650\u5236\u7684 bash 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