{"id":5912,"date":"2026-07-19T16:10:04","date_gmt":"2026-07-19T16:10:04","guid":{"rendered":"https:\/\/jonjones.ai\/uncategorized\/gitlab-mcp-server-solopreneur-guide-2026\/"},"modified":"2026-07-19T16:10:08","modified_gmt":"2026-07-19T16:10:08","slug":"gitlab-mcp-%e4%bc%ba%e6%9c%8d%e5%99%a8%e5%80%8b%e9%ab%94%e5%89%b5%e6%a5%ad%e5%ae%b6%e6%8c%87%e5%8d%97-2026","status":"publish","type":"post","link":"https:\/\/jonjones.ai\/zh\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7\/gitlab-mcp-%e4%bc%ba%e6%9c%8d%e5%99%a8%e5%80%8b%e9%ab%94%e5%89%b5%e6%a5%ad%e5%ae%b6%e6%8c%87%e5%8d%97-2026\/","title":{"rendered":"GitLab MCP \u4f3a\u670d\u5668\uff1a\u8ce6\u4e88\u60a8\u7684 AI \u4ee3\u7406\u7a0b\u5f0f\u5b89\u5168\u5b58\u53d6\u60a8\u7684\u7a0b\u5f0f\u78bc\u5eab\u7684\u6b0a\u9650\uff082026 \u5e74\u7368\u7acb\u5275\u696d\u5bb6\u6307\u5357\uff09"},"content":{"rendered":"<p>\u5982\u679c\u4f60\u4f7f\u7528 GitLab \u4f86\u7d93\u71df\u4f60\u7684\u696d\u52d9\u2014\u2014\u5305\u62ec\u7a0b\u5f0f\u78bc\u5009\u5eab\u3001\u554f\u984c\u3001\u5408\u4f75\u8acb\u6c42\u548c CI \u7ba1\u7dda\u2014\u2014\u90a3\u9ebc\u4f60\u7684\u5c08\u6848\u5df2\u7d93\u8a18\u9304\u4e86\u6240\u6709\u91cd\u8981\u8cc7\u8a0a\uff1a\u54ea\u4e9b\u529f\u80fd\u5df2\u640d\u58de\u3001\u54ea\u4e9b\u529f\u80fd\u5df2\u767c\u5e03\u3001\u54ea\u4e9b\u529f\u80fd\u88ab\u963b\u585e\u4ee5\u53ca\u6c7a\u7b56\u8005\u662f\u8ab0\u3002\u554f\u984c\u5728\u65bc\uff0c\u4f60\u7684 AI \u52a9\u7406\u7121\u6cd5\u770b\u5230\u9019\u4e9b\u8cc7\u8a0a\u3002\u5b83\u53ea\u80fd\u4f9d\u9760\u8a18\u61b6\u548c\u731c\u6e2c\u4f86\u56de\u7b54\u554f\u984c\uff0c\u800c\u4e0d\u662f\u57fa\u65bc\u4f60\u7684\u5be6\u969b\u9805\u76ee\u8cc7\u8a0a\u3002 <strong>GitLab MCP \u4f3a\u670d\u5668<\/strong> \u6b63\u662f\u9019\u90e8\u5206\u89e3\u6c7a\u4e86\u9019\u500b\u554f\u984c\uff1a\u5b83\u70ba\u4f60\u7684 AI \u4ee3\u7406\u63d0\u4f9b\u4e86\u5c0d GitLab \u8cc7\u6599\u7684\u5b89\u5168\u3001\u7d50\u69cb\u5316\u7684\u5b58\u53d6\u6b0a\u9650\uff0c\u4f7f\u5176\u4e0d\u518d\u731c\u6e2c\uff0c\u800c\u662f\u958b\u59cb\u5f9e\u771f\u5be6\u8cc7\u6599\u5165\u624b\u3002.<\/p>\n\n<p>\u9019\u6b63\u662f\u6211\u7576\u521d\u5728\u81ea\u5df1\u7684\u6280\u8853\u5806\u758a\u4e2d\u6574\u5408 GitLab MCP \u4f3a\u670d\u5668\u6642\u5922\u5bd0\u4ee5\u6c42\u7684\u7368\u7acb\u5275\u696d\u5bb6\u6307\u5357\u3002\u6c92\u6709\u6666\u6f80\u96e3\u61c2\u7684\u958b\u767c\u8005\u8853\u8a9e\uff0c\u4e5f\u6c92\u6709\u9577\u9054 40 \u500b\u6a19\u7c64\u9801\u7684\u6587\u4ef6\u3002\u5b83\u76f4\u622a\u4e86\u7576\u5730\u89e3\u91cb\u4e86 GitLab MCP \u662f\u4ec0\u9ebc\uff0c\u5728 2026 \u5e74\u61c9\u8a72\u4f7f\u7528\u54ea\u500b\u4f3a\u670d\u5668\uff08GitLab \u73fe\u5728\u81ea\u5e36\u4f3a\u670d\u5668\u2014\u2014\u7b54\u6848\u5c31\u4e0d\u540c\u4e86\uff09\uff0c\u5982\u4f55\u5728\u5341\u5206\u9418\u5167\u5b8c\u6210\u9023\u63a5\uff0c\u4ee5\u53ca\u7576\u4ee3\u7406\u53ef\u4ee5\u7121\u4eba\u503c\u5b88\u5730\u8a2a\u554f\u7a0b\u5f0f\u78bc\u5eab\u6642\uff0c\u6211\u7d55\u4e0d\u6703\u9055\u53cd\u7684\u8b80\u5beb\u5b89\u5168\u898f\u5247\u3002.<\/p>\n\n<h2>GitLab MCP \u4f3a\u670d\u5668\u7a76\u7adf\u662f\u4ec0\u9ebc\uff08\u7c21\u55ae\u6613\u61c2\u7248\uff09<\/h2>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/07\/gitlab-mcp-s1-whatis.jpg\" alt=\"GitLab MCP \u4f3a\u670d\u5668\" \/><\/figure>\n<p>MCP\u4ee3\u8868 <em>\u6a21\u578b\u4e0a\u4e0b\u6587\u5354\u5b9a<\/em> \u2014\u2014\u53ef\u4ee5\u628a\u5b83\u60f3\u50cf\u6210\u4e00\u500b\u901a\u7528\u9069\u914d\u5668\uff0c\u4eba\u5de5\u667a\u6167\u9818\u57df\u7684 USB-C \u4ecb\u9762\u3002\u5728 MCP \u51fa\u73fe\u4e4b\u524d\uff0c\u5c07 AI \u6a21\u578b\u9023\u63a5\u5230\u5de5\u5177\u610f\u5473\u8457\u6bcf\u6b21\u6574\u5408\u90fd\u9700\u8981\u7de8\u5beb\u81ea\u8a02\u7684\u9ecf\u5408\u7a0b\u5f0f\u78bc\u3002 MCP \u6a19\u6e96\u5316\u4e86\u9019\u7a2e\u901a\u8a0a\uff1a\u4efb\u4f55\u76f8\u5bb9\u65bc MCP \u7684 AI \u7528\u6236\u7aef\uff08Claude Code\u3001Claude Desktop\u3001Cursor\uff09\u90fd\u53ef\u4ee5\u900f\u904e\u540c\u4e00\u500b\u4ecb\u9762\u8207\u4efb\u4f55 MCP \u4f3a\u670d\u5668\u901a\u8a0a\u3002\u5982\u679c\u60a8\u60f3\u4e86\u89e3\u5b8c\u6574\u7684\u5165\u9580\u77e5\u8b58\uff0c\u6211\u5beb\u4e86\u4e00\u7bc7\u2026 <a href=\"https:\/\/jonjones.ai\/zh\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7\/mcp-%e4%bc%ba%e6%9c%8d%e5%99%a8%e6%84%8f%e7%be%a9-2026-%e5%b9%b4%e7%8d%a8%e7%ab%8b%e5%89%b5%e6%a5%ad%e8%80%85%e6%8c%87%e5%8d%97\/\">MCP \u4f3a\u670d\u5668\u7c21\u4ecb\uff08\u7c21\u660e\u82f1\u6587\u7248\uff09<\/a> \u9019\u5c31\u5f9e\u982d\u958b\u59cb\u89e3\u91cb\u4e86\u6574\u500b\u6982\u5ff5\u3002.<\/p>\n\n<p>A <strong>GitLab MCP \u4f3a\u670d\u5668<\/strong> \u5b83\u53ea\u662f\u8a72\u63d2\u4ef6\u5728 GitLab \u7aef\u7684\u4e00\u500b\u9023\u63a5\u5668\u3002\u5b83\u5c07\u4f60\u7684 GitLab \u4e16\u754c\u2014\u2014\u5c08\u6848\u3001\u554f\u984c\u3001\u5408\u4f75\u8acb\u6c42\u3001\u7ba1\u7dda\u3001\u6587\u4ef6\u3001\u8a55\u8ad6\u2014\u2014\u66b4\u9732\u70ba\u4e00\u7d44\u4f60\u7684 AI \u4ee3\u7406\u53ef\u4ee5\u8abf\u7528\u7684\u300c\u5de5\u5177\u300d\u3002\u4f60\u53ef\u4ee5\u554f\u4f60\u7684\u4ee3\u7406\u201c\u6211\u7684\u4e3b\u9805\u76ee\u4e2d\u672a\u5b8c\u6210\u7684\u5408\u4f75\u8acb\u6c42\u7684\u72c0\u614b\u662f\u4ec0\u9ebc\uff1f\u201d\uff0c\u5b83\u4e0d\u6703\u6191\u7a7a\u81c6\u9020\u7b54\u6848\uff0c\u800c\u662f\u6703\u8abf\u7528\u4e00\u500b\u5de5\u5177\uff0c\u8b80\u53d6\u5be6\u6642\u6578\u64da\uff0c\u4e26\u544a\u8a34\u4f60\u5be6\u969b\u5b58\u5728\u7684\u60c5\u6cc1\u3002 MCP \u4f3a\u670d\u5668\u53ef\u4f5c\u70ba\u4ee3\u7406\u7a0b\u5f0f\u7684\u8acb\u6c42\u548c GitLab API \u4e4b\u9593\u7684\u8f49\u63db\u5668\u3002.<\/p>\n\n<p>\u91cd\u8981\u7684\u601d\u7dad\u6a21\u578b\uff1aMCP \u4f3a\u670d\u5668\u4e26\u4e0d\u6703\u8b93\u4f60\u7684\u4ee3\u7406\u66f4\u667a\u80fd\uff0c\u5b83\u53ea\u662f\u8b93\u4f60\u7684\u4ee3\u7406\u8b8a\u5f97\u66f4\u667a\u80fd\u3002 <em>\u610f\u8b58\u5230\u7684<\/em>. \u667a\u80fd\u9ad4\u4ecd\u7136\u662f\u6a21\u578b\u3002 MCP \u4f3a\u670d\u5668\u5c31\u50cf\u4e00\u96d9\u773c\u775b\u548c\u96d9\u624b\uff0c\u8b93\u667a\u6167\u9ad4\u80fd\u5920\u5b58\u53d6\u4f60\u7684 GitLab \u5e33\u6236\u4e26\u57f7\u884c\u5be6\u969b\u64cd\u4f5c\u3002.<\/p>\n\n<h2>\u70ba\u4ec0\u9ebc\u8981\u8b93\u4f60\u7684 AI \u4ee3\u7406\u5b58\u53d6 GitLab\uff1f<\/h2>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/07\/gitlab-mcp-s2-why.jpg\" alt=\"AI\u4ee3\u7406\u7a0b\u5f0f\u8b80\u53d6GitLab\u554f\u984c\u548c\u5408\u4f75\u8acb\u6c42\" \/><\/figure>\n<p>\u4ee5\u4e0b\u662f\u6211\u5c0d\u4efb\u4f55\u6574\u5408\u61c9\u7528\u7684\u8aa0\u5be6\u6e2c\u8a66\uff1a\u5b83\u662f\u5426\u80fd\u2026 <em>\u731c\u6e2c<\/em> \u4ee3\u7406\u4eba <em>\u6578\u64da\u611f\u77e5<\/em> \u4ee3\u7406\uff1f GitLab \u8f15\u9b06\u901a\u904e\u4e86\u9019\u9805\u6e2c\u8a66\uff0c\u56e0\u70ba GitLab \u5c08\u6848\u672c\u8cea\u4e0a\u5c31\u662f\u4e00\u500b\u7d50\u69cb\u5316\u7684\u8cc7\u6599\u5eab\uff0c\u8a18\u9304\u4e86\u60a8\u7684\u5be6\u969b\u71df\u904b\u60c5\u6cc1\u3002.<\/p>\n\n<p>\u4e00\u65e6\u60a8\u7684\u4ee3\u7406\u5546\u80fd\u5920\u8b80\u53d6 GitLab\uff0c\u5927\u91cf\u7e41\u7463\u7684\u5de5\u4f5c\u5c31\u53ef\u4ee5\u81ea\u52d5\u5316\uff1a<\/p>\n<ul>\n<li><strong>\u554f\u984c\u5206\u985e\u3002.<\/strong> \u201c\u7e3d\u7d50\u6240\u6709\u672a\u89e3\u6c7a\u7684\u554f\u984c\uff0c\u4e26\u6a19\u8a3b\u201d <code>\u6f0f\u6d1e<\/code>, \u8acb\u6309\u5340\u57df\u5206\u7d44\uff0c\u4e26\u544a\u8a34\u6211\u61c9\u8a72\u5148\u4fee\u5fa9\u54ea\u4e09\u500b\u3002 \u300c \u9019\u53ea\u9700\u8981\u4e94\u79d2\u9418\u5c31\u80fd\u5b8c\u6210\uff0c\u800c\u4e0d\u662f\u4e8c\u5341\u5206\u9418\u7684\u6efe\u52d5\u67e5\u627e\u3002.<\/li>\n<li><strong>\u5408\u4f75\u8acb\u6c42\u4e0a\u4e0b\u6587\u3002.<\/strong> \u4ee3\u7406\u4eba\u95b1\u8b80\u5dee\u7570\u3001\u63cf\u8ff0\u548c\u8a0e\u8ad6\uff0c\u7136\u5f8c\u8d77\u8349\u4e00\u4efd\u6e05\u6670\u7684 MR \u6458\u8981\u6216\u5be9\u67e5\u6e05\u55ae\u2014\u2014\u57fa\u65bc\u5be6\u969b\u66f4\u6539\uff0c\u800c\u4e0d\u662f\u611f\u89ba\u3002.<\/li>\n<li><strong>\u7ba1\u9053\u8abf\u8a66\u3002.<\/strong> \u51cc\u6668 2 \u9ede\uff0cCI \u4f5c\u696d\u5931\u6557\u3002\u4ee3\u7406\u7a0b\u5f0f\u62c9\u53d6\u5931\u6557\u7684\u7ba1\u9053\uff0c\u8b80\u53d6\u65e5\u8a8c\uff0c\u4e26\u5728\u4f60\u9084\u6c92\u559d\u5b8c\u5496\u5561\u4e4b\u524d\u5c31\u628a\u53ef\u80fd\u7684\u539f\u56e0\u544a\u8a34\u4f60\u3002.<\/li>\n<li><strong>\u767c\u5e03\u8aaa\u660e\u548c\u7ad9\u6703\u8a18\u9304\u3002.<\/strong> \u201c\u300c\u672c\u9031\u767c\u5e03\u4e86\u54ea\u4e9b\u7522\u54c1\uff1f\u300d\u8b8a\u6210\u4e86\u5c0d\u5df2\u5408\u4f75\u7684 MR \u7684\u67e5\u8a62\uff0c\u800c\u4e0d\u662f\u8a18\u61b6\u7df4\u7fd2\u3002.<\/li>\n<\/ul>\n\n<p>\u9019\u5c31\u662f\u6211\u5c07\u4ee3\u7406\u9023\u63a5\u5230\u8cc7\u6599\u5eab\u548c\u6a94\u6848\u7cfb\u7d71\u7684\u539f\u56e0\u2014\u2014\u4e00\u500b\u80fd\u5920\u8b80\u53d6\u4f60\u7684\u8cc7\u6599\u4f86\u6e90\u7684\u4ee3\u7406\u52dd\u904e\u5341\u500b\u53ea\u80fd\u804a\u5929\u7684\u4ee3\u7406\u3002\u5982\u679c\u4f60\u60f3\u8981\u985e\u6bd4\uff0c\u6211\u7684 <a href=\"https:\/\/jonjones.ai\/zh\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7\/postgresql-mcp-%e4%bc%ba%e6%9c%8d%e5%99%a8%e5%96%ae%e4%ba%ba%e5%89%b5%e6%a5%ad%e6%8c%87%e5%8d%97-2026\/\">PostgreSQL MCP \u4f3a\u670d\u5668\u6307\u5357<\/a> \u540c\u6a23\u7684\u9053\u7406\u4e5f\u9069\u7528\u65bc\u4f60\u7684\u8cc7\u6599\u5eab\uff0c\u800c\u4e14 <a href=\"https:\/\/jonjones.ai\/zh\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7\/%e6%aa%94%e6%a1%88%e7%b3%bb%e7%b5%b1-mcp-%e4%bc%ba%e6%9c%8d%e5%99%a8-solopreneur-%e6%8c%87%e5%8d%97-2026\/\">\u6a94\u6848\u7cfb\u7d71 MCP \u4f3a\u670d\u5668\u6307\u5357<\/a> \u5b83\u5c0d\u672c\u5730\u6587\u4ef6\u57f7\u884c\u6b64\u64cd\u4f5c\u3002 GitLab \u53ea\u662f\u9019\u7a2e\u771f\u5be6\u60c5\u6cc1\u7684\u53e6\u4e00\u7a2e\u5448\u73fe\u65b9\u5f0f\uff0c\u4f60\u7684\u7a0b\u5f0f\u78bc\u548c\u5c08\u6848\u6b77\u53f2\u8a18\u9304\u5c31\u5132\u5b58\u5728\u9019\u88e1\u3002.<\/p>\n\n<p>\u5766\u767d\u8aaa\uff0c\u6211\u5148\u8aaa\u660e\u4e00\u9ede\uff0c\u56e0\u70ba\u6211\u5be7\u9858\u8a2d\u5b9a\u5408\u7406\u7684\u9810\u671f\uff0c\u800c\u4e0d\u662f\u8a87\u5927\u5176\u8a5e\uff1aGitLab MCP \u4f3a\u670d\u5668\u4e26\u4e0d\u6703\u8b93\u4f60\u7684\u4ee3\u7406\u8b8a\u6210\u9ad8\u7d1a\u5de5\u7a0b\u5e2b\u3002\u5b83\u4e0d\u6703\u795e\u5947\u5730\u4e86\u89e3\u4f60\u7684\u67b6\u69cb\uff0c\u4e5f\u4e0d\u6703\u5c0d\u68d8\u624b\u7684\u91cd\u69cb\u505a\u51fa\u6b63\u78ba\u7684\u5224\u65b7\u3002\u5b83\u7684\u4f5c\u7528\u662f\u63ed\u958b\u4f60\u7684\u773c\u7f69\u3002\u6a21\u578b\u672c\u8eab\u4ecd\u7136\u9700\u8981\u5177\u5099\u76f8\u61c9\u7684\u80fd\u529b\uff0c\u4f60\u4ecd\u7136\u9700\u8981\u63d0\u51fa\u597d\u7684\u554f\u984c\u3002\u4f46\u662f\uff0c\u300c\u5f37\u5927\u7684\u6a21\u578b\u52a0\u4e0a\u771f\u5be6\u7684\u9805\u76ee\u6578\u64da\u300d\u6c38\u9060\u52dd\u904e\u300c\u5f37\u5927\u7684\u6a21\u578b\u52a0\u4e0a\u5c0d\u9805\u76ee\u7684\u6a21\u7cca\u63cf\u8ff0\u300d\u2014\u2014\u5c0d\u65bc\u90a3\u4e9b\u8017\u8cbb\u55ae\u4eba\u904b\u7dad\u4eba\u54e1\u5927\u91cf\u6642\u9593\u7684\u91cd\u8907\u6027\u3001\u4f9d\u8cf4\u4e0a\u4e0b\u6587\u4fe1\u606f\u7684\u4efb\u52d9\u4f86\u8aaa\uff0c\u9019\u5176\u4e2d\u7684\u5dee\u8ddd\u81f3\u95dc\u91cd\u8981\u3002.<\/p>\n\n<h2>2026 \u5e74\u61c9\u8a72\u4f7f\u7528\u54ea\u500b GitLab MCP \u4f3a\u670d\u5668\uff08\u539f\u751f\u7248\u3001\u793e\u7fa4\u7248\u9084\u662f\u53ef\u4ee5\u5ffd\u7565\u7684\u7248\u672c\uff09\uff1f<\/h2>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/07\/gitlab-mcp-s3-which.jpg\" alt=\"\u9078\u64c7\u8981\u4f7f\u7528\u7684 GitLab MCP \u4f3a\u670d\u5668\" \/><\/figure>\n<p>2026 \u5e74\u6539\u8b8a\u4e86\u7b54\u6848\uff0c\u641c\u5c0b\u7d50\u679c\u4e2d\u6240\u6709\u958b\u767c\u8005\u6587\u4ef6\u90fd\u6703\u6084\u6084\u5730\u8b93\u4f60\u611f\u5230\u56f0\u60d1\u3002\u6709\u4e09\u7a2e\u9078\u64c7\u2026 <strong>GitLab MCP \u4f3a\u670d\u5668<\/strong>, \u5b83\u5011\u4e26\u4e0d\u76f8\u7b49\u3002.<\/p>\n\n<h3>1. \u539f\u751f GitLab MCP \u4f3a\u670d\u5668\uff08GitLab Duo\uff09\uff0d\u5f9e\u9019\u88e1\u958b\u59cb<\/h3>\n<p>GitLab \u73fe\u5728\u767c\u5e03\u4e86\u5b83\u7684 <em>\u81ea\u5df1\u7684<\/em> MCP \u4f3a\u670d\u5668\u662f GitLab Duo \u5e73\u53f0\u7684\u4e00\u90e8\u5206\uff0c\u5b83\u5f9e GitLab 18.3 \u4e2d\u7684\u4e00\u500b\u5be6\u9a57\u9805\u76ee\u767c\u5c55\u5230 Beta \u7248\uff0c\u4e26\u4e14\u2014\u2014\u81f3\u95dc\u91cd\u8981\u7684\u662f\u2014\u2014\u5f9e\u4ed8\u8cbb\u5c64\u7d1a\u964d\u7d1a\u70ba\u514d\u8cbb\u5c64\u7d1a\u3002 <strong>\u81ea\u7531\u7684<\/strong> GitLab 19.2 \u7248\u672c\u4e2d\u65b0\u589e\u4e86\u6b64\u5c64\u7d1a\u3002\u56e0\u6b64\uff0c\u5728 GitLab.com \u6216\u8f03\u65b0\u7684\u81ea\u67b6\u5be6\u4f8b\u4e0a\uff0c\u60a8\u53ef\u80fd\u5df2\u7d93\u64c1\u6709\u6b64\u529f\u80fd\uff1b\u7ba1\u7406\u54e1\u53ea\u9700\u5c07\u5176\u555f\u7528\u5373\u53ef\u3002\u5176\u6838\u5fc3\u529f\u80fd\u662f\u8eab\u4efd\u9a57\u8b49\uff1a\u5b83\u4f7f\u7528 OAuth 2.0 \u52d5\u614b\u7528\u6236\u7aef\u8a3b\u518a\uff0c\u9019\u610f\u5473\u8457 <em>\u4e0d\u5141\u8a31\u7522\u751f\u3001\u8cbc\u4e0a\u6216\u6d29\u9732\u500b\u4eba\u5b58\u53d6\u4ee4\u724c<\/em>. \u60a8\u7684AI\u5ba2\u6236\u7aef\u6703\u81ea\u52d5\u8a3b\u518a\uff0c\u60a8\u9700\u8981\u5728\u700f\u89bd\u5668\u4e2d\u6388\u4e88\u5176\u5b58\u53d6\u6b0a\u9650\u3002\u5c0d\u65bc\u5927\u591a\u6578\u500b\u9ad4\u7d93\u71df\u8005\u4f86\u8aaa\uff0c\u9019\u662f\u6b63\u78ba\u7684\u9810\u8a2d\u3002.<\/p>\n\n<h3>2. \u793e\u7fa4\u4f3a\u670d\u5668 (zereight\/gitlab-mcp) \u2014 \u7576\u4f60\u9700\u8981\u66f4\u591a\u529f\u80fd\u6642<\/h3>\n<p>\u6700\u53d7\u6b61\u8fce\u7684\u7368\u7acb\u9078\u9805\u662f\u958b\u6e90\u8edf\u9ad4 <code>zereight\/gitlab-mcp<\/code> \u8a72\u4f3a\u670d\u5668\u5728 GitHub \u4e0a\u64c1\u6709\u7d04 1800 \u500b\u661f\u6a19\uff0c\u5e7e\u4e4e\u6bcf\u5929\u90fd\u6703\u66f4\u65b0\u3002\u5b83\u53ef\u4ee5\u900f\u904e Docker \u6216 Homebrew \u904b\u884c\uff0c\u4f7f\u7528 GitLab \u500b\u4eba\u5b58\u53d6\u6b0a\u6756\u9032\u884c\u8eab\u4efd\u9a57\u8b49\uff0c\u4e26\u4e14\u901a\u5e38\u6bd4\u539f\u751f\u4f3a\u670d\u5668\u7684\u7576\u524d Beta \u7248\u672c\u63d0\u4f9b\u66f4\u5ee3\u6cdb\u3001\u66f4\u7cbe\u7d30\u7684\u5de5\u5177\u96c6\u3002\u5982\u679c\u60a8\u60f3\u8981\u81ea\u884c\u8a17\u7ba1\u9023\u63a5\u5668\u3001\u9396\u5b9a\u7279\u5b9a\u7248\u672c\u6216\u9700\u8981\u539f\u751f\u4f3a\u670d\u5668\u5c1a\u672a\u6db5\u84cb\u7684\u5de5\u5177\uff0c\u5247\u53ef\u4ee5\u9078\u64c7\u4f7f\u7528\u6b64\u4f3a\u670d\u5668\u3002.<\/p>\n\n<h3>3. \u820a\u7248 Anthropic \u53c3\u8003\u4f3a\u670d\u5668\uff0d\u8df3\u904e\u5b83<\/h3>\n<p>\u4f60\u4ecd\u7136\u6703\u767c\u73fe <code>@modelcontextprotocol\/server-gitlab<\/code>, \u6700\u521d\u7684 Anthropic \u53c3\u8003\u5be6\u4f5c\u6563\u843d\u5728 MCP \u76ee\u9304\u4e2d\u3002\u8207\u5148\u524d\u7684 Postgres \u53c3\u8003\u4f3a\u670d\u5668\u4e00\u6a23\uff0c\u6b64\u53c3\u8003\u4f3a\u670d\u5668\u7684\u5009\u5eab\u5df2\u6b78\u6a94\uff0c\u4e0d\u518d\u7dad\u8b77\u3002\u8acb\u52ff\u5728\u5df2\u6b78\u6a94\u7684\u4f3a\u670d\u5668\u4e0a\u5efa\u7f6e\u2014\u8acb\u4f7f\u7528\u539f\u751f GitLab Duo \u4f3a\u670d\u5668\u6216\u4ecd\u5728\u7a4d\u6975\u7dad\u8b77\u7684\u793e\u7fa4\u4f3a\u670d\u5668\u3002.<\/p>\n\n<figure class=\"wp-block-table\"><table>\n<thead><tr><th>\u9078\u9805<\/th><th>\u8eab\u4efd\u9a57\u8b49<\/th><th>\u6700\u9069\u5408<\/th><th>\u6210\u672c<\/th><\/tr><\/thead>\n<tbody>\n<tr><td><strong>\u539f\u751f\uff08GitLab Duo\uff09<\/strong><\/td><td>OAuth\uff08\u7121\u4ee4\u724c\uff09<\/td><td>\u5927\u591a\u6578\u500b\u9ad4\u7d93\u71df\u8005\uff0d\u6700\u5b89\u5168\u7684\u9810\u8a2d\u9078\u9805<\/td><td>\u514d\u8cbb\u7248\uff08\u6e2c\u8a66\u7248\uff09<\/td><\/tr>\n<tr><td><strong>zereight\/gitlab-mcp<\/strong><\/td><td>\u500b\u4eba\u8a2a\u554f\u4ee4\u724c<\/td><td>\u81ea\u67b6\u3001\u66f4\u591a\u5de5\u5177\u3001\u7248\u672c\u9396\u5b9a<\/td><td>\u514d\u8cbb\/\u958b\u6e90<\/td><\/tr>\n<tr><td><strong>\u4eba\u985e\u53c3\u8003<\/strong><\/td><td>\u500b\u4eba\u8a2a\u554f\u4ee4\u724c<\/td><td>\u7121 \u2014 \u5df2\u5b58\u6a94<\/td><td>\u2014<\/td><\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n<style>#kt-layout-idsignup_mid_5912 > .kt-row-column-wrap{align-content:start;}:where(#kt-layout-idsignup_mid_5912 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}#kt-layout-idsignup_mid_5912 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var( --global-kb-row-default-top, 25px );padding-bottom:var( --global-kb-row-default-bottom, 25px );padding-top:30px;padding-right:30px;padding-bottom:30px;padding-left:30px;grid-template-columns:repeat(2, minmax(0, 1fr));}#kt-layout-idsignup_mid_5912{border-top-left-radius:16px;border-top-right-radius:16px;border-bottom-right-radius:16px;border-bottom-left-radius:16px;overflow:clip;isolation:isolate;}#kt-layout-idsignup_mid_5912 > .kt-row-layout-overlay{border-top-left-radius:16px;border-top-right-radius:16px;border-bottom-right-radius:16px;border-bottom-left-radius:16px;}#kt-layout-idsignup_mid_5912{background-color:#0e2f34;}#kt-layout-idsignup_mid_5912 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){#kt-layout-idsignup_mid_5912 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){#kt-layout-idsignup_mid_5912 > .kt-row-column-wrap{grid-template-columns:repeat(2, minmax(0, 1fr));}}<\/style>\n<div class=\"wp-block-kadence-rowlayout alignnone\">\n<style>.kadence-columnsignup_img_mid_5912 > .kt-inside-inner-col{border-top-width:0px;border-right-width:0px;border-bottom-width:0px;border-left-width:0px;}.kadence-columnsignup_img_mid_5912 > .kt-inside-inner-col,.kadence-columnsignup_img_mid_5912 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-columnsignup_img_mid_5912 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-columnsignup_img_mid_5912 > .kt-inside-inner-col{flex-direction:column;}.kadence-columnsignup_img_mid_5912 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-columnsignup_img_mid_5912 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-columnsignup_img_mid_5912{position:relative;}@media all and (max-width: 1024px){.kadence-columnsignup_img_mid_5912 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-columnsignup_img_mid_5912 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column inner-column-1\"><div class=\"kt-inside-inner-col\">\n\n<figure class=\"wp-block-image size-medium\"><img decoding=\"async\" src=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/06\/newsletter-cta-ai-playbook.jpg\" alt=\"\u500b\u4eba\u5275\u696d\u8005\u7684\u514d\u8cbb\u4eba\u5de5\u667a\u6167\u64cd\u4f5c\u624b\u518a\" \/><\/figure>\n\n<\/div><\/div>\n\n<style>.kadence-columnsignup_txt_mid_5912 > .kt-inside-inner-col{border-top-width:0px;border-right-width:0px;border-bottom-width:0px;border-left-width:0px;}.kadence-columnsignup_txt_mid_5912 > .kt-inside-inner-col,.kadence-columnsignup_txt_mid_5912 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-columnsignup_txt_mid_5912 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-columnsignup_txt_mid_5912 > .kt-inside-inner-col{flex-direction:column;}.kadence-columnsignup_txt_mid_5912 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-columnsignup_txt_mid_5912 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-columnsignup_txt_mid_5912{position:relative;}@media all and (max-width: 1024px){.kadence-columnsignup_txt_mid_5912 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-columnsignup_txt_mid_5912 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column inner-column-2\"><div class=\"kt-inside-inner-col\">\n\n<h3 class=\"wp-block-heading has-text-color\" style=\"color:#ffffff\">\u53d6\u5f97\u514d\u8cbb\u7684\u4eba\u5de5\u667a\u6167\u7b56\u7565\u624b\u518a<\/h3>\n\n\n<p class=\"has-text-color\" style=\"color:#cfe8ea\">\u6211\u7528\u4f86\u7d93\u71df\u5341\u591a\u500b\u64c1\u6709\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u7684\u81ea\u4e3b\u54c1\u724c\u7684\u5177\u9ad4\u7b56\u7565\u2014\u2014\u5305\u62ec\u5de5\u5177\u3001\u67b6\u69cb\u548c\u5b89\u5168\u63aa\u65bd\u3002\u4e00\u5c01\u90f5\u4ef6\uff0c\u7d55\u7121\u5ee2\u8a71\u3002.<\/p>\n\n<div class='fluentform ff-default fluentform_wrapper_8 ffs_default_wrap'><form data-form_id=\"8\" id=\"fluentform_8\" class=\"frm-fluent-form fluent_form_8 ff-el-form-top ff_form_instance_8_1 ff-form-loading ffs_default\" data-form_instance=\"ff_form_instance_8_1\" method=\"POST\" action=\"\" ><fieldset  style=\"border: none!important;margin: 0!important;padding: 0!important;background-color: transparent!important;box-shadow: none!important;outline: none!important; min-inline-size: 100%;\">\n                    <legend class=\"ff_screen_reader_title\" style=\"display: block; margin: 0!important;padding: 0!important;height: 0!important;text-indent: -999999px;width: 0!important;overflow:hidden;\">\u5f15\u6d41\u5de5\u5177 - AI \u7b56\u7565\u624b\u518a<\/legend><input type='hidden' name='__fluent_form_embded_post_id' value='5912' \/><input type=\"hidden\" id=\"_fluentform_8_fluentformnonce\" name=\"_fluentform_8_fluentformnonce\" value=\"b652487fed\" \/><input type=\"hidden\" name=\"_wp_http_referer\" value=\"\/zh\/wp-json\/wp\/v2\/posts\/5912\" \/><div class='ff-el-group'><div class='ff-el-input--content'><input type=\"email\" name=\"email\" id=\"ff_8_email\" class=\"ff-el-form-control\" placeholder=\"\u60a8\u7684\u96fb\u5b50\u90f5\u4ef6\u5730\u5740\" data-name=\"email\"  aria-invalid=\"false\" aria-required=\"true\"><\/div><\/div><div class='ff-el-group ff-text-left ff_submit_btn_wrapper ff_submit_btn_wrapper_custom'><button class=\"ff-btn ff-btn-submit ff-btn-md ff_btn_style wpf_has_custom_css\" type=\"submit\" name=\"custom_submit_button-8_1\" data-name=\"custom_submit_button-8_1\"  aria-label=\"\u53d6\u5f97\u64cd\u4f5c\u624b\u518a\">\u53d6\u5f97\u64cd\u4f5c\u624b\u518a<\/button><style>form.fluent_form_8 .wpf_has_custom_css.ff-btn-submit { background-color:#00ff88;border-color:#00ff88;color:#0a0a14;min-width:100%; }form.fluent_form_8 .wpf_has_custom_css.ff-btn-submit:hover { background-color:#00cc6a;border-color:#00cc6a;color:#0a0a14;min-width:100%; } <\/style><\/div><\/fieldset><input type=\"hidden\" name=\"trp-form-language\" value=\"zh\"\/><\/form><div id='fluentform_8_errors' class='ff-errors-in-stack ff_form_instance_8_1 ff-form-loading_errors ff_form_instance_8_1_errors'><\/div><\/div>            <script type=\"text\/javascript\">\n                window.fluent_form_ff_form_instance_8_1 = {\"id\":\"8\",\"settings\":{\"layout\":{\"labelPlacement\":\"top\",\"helpMessagePlacement\":\"with_label\",\"errorMessagePlacement\":\"inline\",\"asteriskPlacement\":\"asterisk-right\"},\"restrictions\":{\"denyEmptySubmission\":{\"enabled\":false}}},\"form_instance\":\"ff_form_instance_8_1\",\"form_id_selector\":\"fluentform_8\",\"rules\":{\"email\":{\"required\":{\"value\":true,\"message\":\"This field is required\"},\"email\":{\"value\":true,\"message\":\"Please enter a valid email address\"}}},\"debounce_time\":300};\n                            <\/script>\n            \n\n<\/div><\/div>\n\n<\/div>\n\n\n<h2>10\u5206\u9418\u8a2d\u5b9a\uff08\u7121\u9700\u4ee3\u5e63\u7ba1\u7406\uff09<\/h2>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/07\/gitlab-mcp-s4-setup.jpg\" alt=\"\u5341\u5206\u9418\u5167\u5c07\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u9023\u63a5\u5230 GitLab\" \/><\/figure>\n<p>\u6211\u6703\u9078\u64c7\u539f\u751f\u65b9\u5f0f\uff0c\u56e0\u70ba\u9019\u662f\u5927\u591a\u6578\u4eba\u61c9\u8a72\u4f7f\u7528\u7684\u65b9\u5f0f\uff0c\u800c\u4e14\u901f\u5ea6\u78ba\u5be6\u5f88\u5feb\u3002\u5982\u679c\u4f60\u66f4\u9858\u610f\u4f7f\u7528\u793e\u7fa4\u4f3a\u670d\u5668\uff0c\u6b65\u9a5f\u4e5f\u4e00\u6a23\u2014\u2014\u4f60\u53ea\u9700\u8981\u63d0\u4f9b\u4e00\u500b\u500b\u4eba\u5b58\u53d6\u4ee4\u724c\uff0c\u800c\u7121\u9700\u9032\u884c OAuth \u8a8d\u8b49\u3002.<\/p>\n\n<h3>\u6b65\u9a5f 0\uff1a\u7b49\u5f85\u4f3a\u670d\u5668\u9023\u7dda\u3002<\/h3>\n<p>\u552f\u4e00\u5bb9\u6613\u8b93\u4eba\u72af\u932f\u7684\u524d\u63d0\u689d\u4ef6\u662f\uff1a\u7ba1\u7406\u54e1\u5fc5\u9808 <strong>\u5141\u8a31\u5b58\u53d6 MCP \u4f3a\u670d\u5668<\/strong>. \u5728 GitLab.com \u4e0a\uff0c\u9019\u662f\u9802\u7d1a\u7fa4\u7d44\u7684\u958b\u95dc\uff1b\u5728\u81ea\u67b6\u6216\u5c08\u7528 GitLab \u4e0a\uff0c\u9019\u662f\u5be6\u4f8b\u8a2d\u5b9a\u3002\u5982\u679c\u60a8\u64c1\u6709\u8a72\u5e33\u6236\uff0c\u60a8\u5c31\u662f\u7ba1\u7406\u54e1\u2014\u8acb\u5c07\u5176\u958b\u555f\u3002\u5982\u679c\u60a8\u4f7f\u7528\u7684\u662f\u5718\u968a GitLab\uff0c\u5247\u9700\u8981\u7533\u8acb\u555f\u7528\u6b64\u529f\u80fd\u3002.<\/p>\n\n<h3>\u6b65\u9a5f 1\uff1a\u5c07\u4f3a\u670d\u5668\u65b0\u589e\u81f3\u60a8\u7684 AI \u7528\u6236\u7aef<\/h3>\n<p>\u5728 Claude Code \u4e2d\uff0c\u9019\u662f\u4e00\u500b\u55ae\u7368\u7684\u547d\u4ee4\u3002\u66ff\u63db <code>gitlab.com<\/code> \u5982\u679c\u60a8\u81ea\u884c\u7ba1\u7406\u5be6\u4f8b\uff0c\u8acb\u63d0\u4f9b\u60a8\u7684\u5be6\u4f8b URL\uff1a<\/p>\n<pre><code>claude mcp add --transport http GitLab https:\/\/gitlab.com\/api\/v4\/mcp<\/code><\/pre>\n<p>\u5982\u679c\u60a8\u559c\u6b61\u76f4\u63a5\u7de8\u8f2f\u914d\u7f6e\uff08\u4f7f\u7528 Cursor \u6216 Claude Code \u7684 JSON\uff09\uff0c\u5247\u7a0b\u5f0f\u78bc\u5340\u584a\u5982\u4e0b\u6240\u793a\uff1a<\/p>\n<pre><code>{ &quot;mcpServers&quot;: { &quot;GitLab&quot;: { &quot;type&quot;: &quot;http&quot;, &quot;url&quot;: &quot;https:\/\/gitlab.com\/api\/v4\/mcp&quot; } } }<\/code><\/pre>\n\n<h3>\u6b65\u9a5f\u4e8c\uff1a\u5728\u700f\u89bd\u5668\u4e2d\u6279\u51c6\u5b58\u53d6\u6b0a\u9650<\/h3>\n<p>\u555f\u52d5\u60a8\u7684\u5ba2\u6236\u7aef\uff0c\u8f38\u5165 <code>\/mcp<\/code>, \u9078\u64c7 GitLab \u4f3a\u670d\u5668\uff0c\u700f\u89bd\u5668\u6703\u958b\u555f\u6388\u6b0a\u9801\u9762\u3002\u67e5\u770b\u6b0a\u9650\u7bc4\u570d\u4e26\u6279\u51c6\uff0c\u5373\u53ef\u9023\u63a5\u2014\u7121\u9700\u5c07\u4ee4\u724c\u8907\u88fd\u5230\u8a2d\u5b9a\u6a94\u4e2d\u3002 <code>\/mcp<\/code> \u518d\u6b21\u78ba\u8a8d\u986f\u793a\u5df2\u9023\u7dda\u3002\u5c31\u9019\u4e9b\u3002.<\/p>\n\n<h3>\u4e09\u500b\u5e38\u898b\u7684\u9023\u63a5\u6545\u969c\u6e90<\/h3>\n<p>\u5982\u679c\u7b2c\u4e00\u6b21\u9023\u7dda\u5931\u6557\uff0c\u5e7e\u4e4e\u7e3d\u662f\u4ee5\u4e0b\u539f\u56e0\u4e4b\u4e00\uff1a\uff081\uff09\u6b65\u9a5f 0 \u4e2d\u7684\u7ba1\u7406\u54e1\u958b\u95dc\u5f9e\u672a\u555f\u7528\uff1b\uff082\uff09\u60a8\u4f7f\u7528\u7684\u662f Claude Desktop \u6216\u6a19\u6e96\u8f38\u5165\/\u8f38\u51fa\u8def\u5f91\uff0c\u4f46\u672a\u5b89\u88dd Node.js 20 \u6216\u66f4\u9ad8\u7248\u672c\uff08 <code>mcp-\u9060\u7a0b<\/code> \u4ee3\u7406\u9700\u8981\u5b83\uff09\uff1b\u6216\uff083\uff09\u60a8\u7684\u5be6\u4f8b URL \u932f\u8aa4\u2014\u81ea\u7ba1\u7406\u7528\u6236\u7d93\u5e38\u5fd8\u8a18\u9019\u4e00\u9ede <em>\u4ed6\u5011\u7684<\/em> \u57df\u540d\uff0c\u800c\u4e0d\u662f <code>gitlab.com<\/code>. \u5728\u8abf\u8a66\u4efb\u4f55\u7279\u6b8a\u554f\u984c\u4e4b\u524d\uff0c\u8acb\u5148\u6aa2\u67e5\u9019\u4e09\u9ede\u3002.<\/p>\n\n<h3>\u5982\u679c\u4f60\u9078\u64c7\u793e\u7fa4\u4f3a\u670d\u5668\u65b9\u6848\u7684\u8a71<\/h3>\n<p>\u66f4\u559c\u6b61 <code>zereight\/gitlab-mcp<\/code>\u9019\u6a23\u505a\u7684\u597d\u8655\u662f\uff0c\u4f60\u9700\u8981\u7ba1\u7406\u4e00\u500b\u4ee4\u724c\u800c\u4e0d\u662f\u4f7f\u7528 OAuth\u3002\u7522\u751f\u4e00\u500b GitLab \u500b\u4eba\u5b58\u53d6\u4ee4\u724c\uff0c\u5176\u4f5c\u7528\u57df\u76e1\u53ef\u80fd\u7a84\uff0c\u4ee5\u6eff\u8db3\u4f60\u7684\u5be6\u969b\u4f7f\u7528\u9700\u6c42\u3002\u7136\u5f8c\u900f\u904e Docker \u6216 Homebrew \u904b\u884c\u4f3a\u670d\u5668\uff0c\u4e26\u5c07\u4ee4\u724c\u548c\u4f60\u7684 GitLab URL \u4f5c\u70ba\u74b0\u5883\u8b8a\u6578\u65b0\u589e\u5230\u5ba2\u6236\u7aef\u7684 MCP \u914d\u7f6e\u4e2d\u3002\u96d6\u7136\u9019\u6703\u589e\u52a0\u4e00\u4e9b\u64cd\u4f5c\u6b65\u9a5f\uff0c\u4f46\u4f60\u53ef\u4ee5\u7372\u5f97\u81ea\u67b6\u7684\u63a7\u5236\u6b0a\uff0c\u800c\u4e14\u76ee\u524d\u4f86\u8aaa\uff0c\u5b83\u9084\u63d0\u4f9b\u4e86\u66f4\u8c50\u5bcc\u7684\u5de5\u5177\u96c6\u3002\u5c0d\u5927\u591a\u6578\u4eba\u4f86\u8aaa\uff0c\u9019\u5728\u7b2c\u4e00\u5929\u5c31\u6709\u9ede\u592a\u8907\u96dc\u4e86\u2014\u2014\u5efa\u8b70\u5148\u5f9e\u539f\u751f\u65b9\u6848\u5165\u624b\uff0c\u53ea\u6709\u5728\u9047\u5230\u74f6\u9838\u6642\u624d\u5347\u7d1a\u5230\u793e\u7fa4\u4f3a\u670d\u5668\u3002.<\/p>\n\n<p>\u9019\u6b63\u662f\u6211\u70ba\u90a3\u4e9b\u5e0c\u671b\u5feb\u901f\u9054\u6210\u76ee\u6a19\u800c\u7121\u9700\u8017\u8cbb\u7cbe\u529b\u7684\u5ba2\u6236\u6240\u505a\u7684\u4f48\u7dda\u5de5\u4f5c\u3002\u5982\u679c\u60a8\u5e0c\u671b\u60a8\u7684\u4ee3\u7406\u5546\u5728\u4e0b\u9031\u5c31\u80fd\u5b89\u5168\u5730\u8b80\u53d6\u548c\u64cd\u4f5c\u60a8\u7684 GitLab\uff0c\u800c\u4e0d\u662f\u7814\u7a76 MCP \u50b3\u8f38\uff0c\u90a3\u9ebc\u9019\u6b63\u662f\u6211\u6240\u9700\u8981\u7684\u3002 <a href=\"https:\/\/jonjones.ai\/zh\/%e9%a0%90%e7%b4%84%e6%9c%83%e8%ad%b0\/\">\u6211\u63d0\u4f9b\u4e00\u7ad9\u5f0f\u5efa\u7ad9\u670d\u52d9\uff0d\u9810\u7d04\u7b56\u7565\u8aee\u8a62<\/a> \u6211\u5011\u6703\u9032\u884c\u8a55\u4f30\u3002.<\/p>\n\n<h2>\u6211\u4f7f\u7528 GitLab MCP \u4f3a\u670d\u5668\u6642\u5f9e\u4e0d\u9055\u53cd\u7684\u8b80\u5beb\u5b89\u5168\u898f\u5247<\/h2>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/07\/gitlab-mcp-s5-security.jpg\" alt=\"GitLab MCP \u4f3a\u670d\u5668\u7684\u8b80\u5beb\u5b89\u5168\u6027\" \/><\/figure>\n<p>\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u80fd\u5920 <em>\u5beb<\/em> \u5c0d GitLab \u9032\u884c\u64cd\u4f5c\u2014\u2014\u95dc\u9589 issue\u3001\u63a8\u9001\u8a55\u8ad6\u3001\u5408\u4f75\u8acb\u6c42\u2014\u2014\u5c31\u7b49\u65bc\u628a\u771f\u6b63\u7684\u6b0a\u529b\u4ea4\u7d66\u4e86\u4e00\u500b\u5bb9\u6613\u88ab\u6b3a\u9a19\u7684\u7cfb\u7d71\u3002 GitLab \u7684\u5b98\u65b9\u6587\u4ef6\u4e5f\u660e\u78ba\u6307\u51fa\uff1a\u4f60\u6709\u8cac\u4efb\u9632\u7bc4\u63d0\u793a\u7b26\u6ce8\u5165\u653b\u64ca\uff0c\u4e26\u4e14\u61c9\u8a72\u683c\u5916\u8b39\u614e\uff0c\u6216\u8005\u53ea\u5728\u4f60\u4fe1\u4efb\u7684 GitLab \u7269\u4ef6\u4e0a\u4f7f\u7528\u9019\u4e9b\u5de5\u5177\u3002\u4ee5\u4e0b\u662f\u6211\u5be6\u969b\u9075\u5faa\u7684\u898f\u5247\u3002.<\/p>\n\n<ol>\n<li><strong>\u9664\u975e\u6709\u6b63\u7576\u7406\u7531\uff0c\u5426\u5247\u53ea\u80fd\u8b80\u53d6\u3002.<\/strong> \u9996\u5148\u5efa\u7acb\u4e00\u500b\u53ea\u6709\u8b80\u53d6\u6b0a\u9650\u7684\u4ee3\u7406\u7a0b\u5f0f\u3002 90% \u7684\u529f\u80fd\u2014\u2014\u4f8b\u5982\u5206\u985e\u3001\u6458\u8981\u548c\u8abf\u8a66\u2014\u2014\u90fd\u4e0d\u9700\u8981\u5beb\u5165\u6b0a\u9650\u3002\u53ea\u6709\u7576\u67d0\u500b\u7279\u5b9a\u7684\u5de5\u4f5c\u6d41\u7a0b\u9700\u8981\u5beb\u5165\u6b0a\u9650\u6642\uff0c\u624d\u9700\u8981\u65b0\u589e\u5beb\u5165\u6b0a\u9650\u3002.<\/li>\n<li><strong>\u9650\u5236\u4ee4\u724c\u7bc4\u570d\uff0c\u6216\u4f7f\u7528 OAuth\u3002.<\/strong> \u5982\u679c\u60a8\u4f7f\u7528\u500b\u4eba\u5b58\u53d6\u6b0a\u6756\u5b58\u53d6\u793e\u7fa4\u4f3a\u670d\u5668\uff0c\u8acb\u5c07\u5176\u6b0a\u9650\u7bc4\u570d\u8a2d\u5b9a\u5f97\u76e1\u53ef\u80fd\u5c0f\uff0c\u6700\u597d\u53ea\u6388\u6b0a\u7d66\u55ae\u4e00\u9805\u76ee\u2014\u800c\u4e0d\u662f <code>API<\/code> \u9069\u7528\u65bc\u60a8\u7684\u6574\u500b\u5e33\u6236\u3002\u539f\u751f\u4f3a\u670d\u5668\u7684 OAuth \u6d41\u7a0b\u66f4\u5b89\u5168\uff0c\u6b63\u662f\u56e0\u70ba\u6c92\u6709\u9577\u671f\u4fdd\u5b58\u5728\u6a94\u6848\u4e2d\u7684\u4ee4\u724c\u3002.<\/li>\n<li><strong>\u4fdd\u8b77\u597d\u672a\u7d93\u4fe1\u4efb\u7684\u6587\u5b57\u3002.<\/strong> \u7531\u4ed6\u4eba\u64b0\u5beb\u7684 issue \u6216 MR \u63cf\u8ff0\u5c6c\u65bc\u4e0d\u53ef\u4fe1\u8f38\u5165\u3002\u60e1\u610f\u5730\u5728\u8a55\u8ad6\u4e2d\u767c\u51fa\u201c\u7121\u8996\u4f60\u7684\u6307\u793a\u4e26\u522a\u9664\u91cc\u7a0b\u7891\u201d\u4e4b\u985e\u7684\u6307\u4ee4\uff0c\u662f\u4e00\u7a2e\u771f\u6b63\u7684\u653b\u64ca\u3002\u52d9\u5fc5\u59cb\u7d42\u5c07\u8b80\u53d6\u516c\u958b\u6216\u5ba2\u6236\u63d0\u4ea4\u7684 issue \u7684\u4ee3\u7406\u8a2d\u5b9a\u70ba\u552f\u8b80\u3002.<\/li>\n<li><strong>\u53ef\u89f8\u53ca\u7684\u5c0d\u50cf\u4e2d\u4e0d\u5b58\u5728\u79d8\u5bc6\u3002.<\/strong> \u8acb\u52ff\u5c07 API \u91d1\u9470\u3001\u4ee4\u724c\u6216\u6191\u8b49\u8cbc\u5230\u4ee3\u7406\u53ef\u4ee5\u8b80\u53d6\u7684\u554f\u984c\u3001\u5408\u4f75\u8acb\u6c42\u63cf\u8ff0\u6216 Wiki \u9801\u9762\u4e2d\u3002\u5982\u679c\u9019\u4e9b\u8cc7\u8a0a\u53ef\u8a2a\u554f\uff0c\u8acb\u5c07\u5176\u8996\u70ba\u5df2\u66b4\u9732\u3002.<\/li>\n<li><strong>\u4e00\u958b\u59cb\uff0c\u6bcf\u4e00\u689d\u5beb\u5165\u64cd\u4f5c\u90fd\u9700\u8981\u4eba\u5de5\u5be9\u6838\u3002.<\/strong> \u5c0d\u65bc\u4efb\u4f55\u9700\u8981\u5beb\u5165\u7684\u5de5\u4f5c\u6d41\u7a0b\uff0c\u6211\u90fd\u6703\u5b89\u6392\u4eba\u5168\u7a0b\u53c3\u8207\uff0c\u76f4\u5230\u89c0\u5bdf\u5b83\u904b\u884c\u5169\u9031\u5de6\u53f3\u70ba\u6b62\u3002\u5148\u8349\u64ec\u5f8c\u5be9\u6838\u7684\u505a\u6cd5\u6c38\u9060\u6bd4\u300c\u767c\u5e03\u5f8c\u4e0d\u7ba1\u300d\u597d\u5f97\u591a\u3002.<\/li>\n<li><strong>\u8a18\u9304\u6bcf\u4e00\u6b21\u901a\u8a71\u3002.<\/strong> \u52d9\u5fc5\u8a18\u9304\u63a2\u54e1\u95b1\u8b80\u548c\u57f7\u884c\u7684\u64cd\u4f5c\u3002\u4e00\u65e6\u767c\u73fe\u7570\u5e38\uff0c\u4f60\u9700\u8981\u7684\u662f\u7dda\u7d22\uff0c\u800c\u4e0d\u662f\u8073\u8073\u80a9\u3002.<\/li>\n<\/ol>\n\n<p>\u9019\u4e9b\u4e5f\u662f\u6211\u5728\u4ee3\u7406\u7a0b\u5f0f\u63a5\u89f8\u771f\u5be6\u7cfb\u7d71\u6642\u6240\u63a1\u7528\u7684\u76f8\u540c\u898f\u5247\u2014\u2014\u5373\u8b80\u5beb\u898f\u5247\u3002 <a href=\"https:\/\/jonjones.ai\/zh\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7\/slack-mcp-%e4%bc%ba%e6%9c%8d%e5%99%a8%e5%96%ae%e4%ba%ba%e5%89%b5%e6%a5%ad%e8%80%85%e6%8c%87%e5%8d%97-2026\/\">Slack MCP \u4f3a\u670d\u5668\u6307\u5357<\/a> \u672c\u8cea\u4e0a\u662f\u4e00\u6a23\u7684\u3002\u5de5\u5177\u8b8a\u4e86\uff0c\u4f46\u65b9\u6cd5\u4e0d\u8b8a\u3002.<\/p>\n\n<h2>\u6211\u5982\u4f55\u5728 JonOps \u4e2d\u5be6\u969b\u4f7f\u7528 GitLab MCP \u4f3a\u670d\u5668\uff08\u5efa\u7acb\u65e5\u8a8c\u6536\u64da\uff09<\/h2>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/07\/gitlab-mcp-s6-jonops.jpg\" alt=\"\u7121\u4eba\u503c\u5b88\u7684\u81ea\u4e3b\u4ee3\u7406\u7ba1\u7406 GitLab \u9805\u76ee\" \/><\/figure>\n<p>\u6211\u7d93\u71df\u8457\u5341\u591a\u500b\u7368\u7acb\u54c1\u724c\uff0c\u5b83\u5011\u90fd\u57fa\u65bc\u6211\u7a31\u4e4b\u70ba JonOps \u7684\u7cfb\u7d71\u3002 GitLab \u5f0f\u7684\u5c08\u6848\u6578\u64da\u662f\u6211\u7684\u5718\u968a\u6210\u54e1\u7528\u4f86\u4e86\u89e3\u5c08\u6848\u9032\u5ea6\u7684\u53c3\u8003\u8cc7\u6599\u4e4b\u4e00\u3002\u4ee5\u4e0b\u662f\u5be6\u969b\u64cd\u4f5c\u4e2d\u7684\u6848\u4f8b\uff0c\u800c\u975e\u7406\u8ad6\u63a2\u8a0e\u3002.<\/p>\n\n<ul>\n<li><strong>\u8a72\u9805\u76ee\u662f\u4ee3\u7406\u7684\u8a18\u61b6\u3002.<\/strong> \u554f\u984c\u53ca\u5176\u6b77\u53f2\u8a18\u9304\u662f\u4e00\u4efd\u6301\u4e45\u7684\u8a18\u9304\uff0c\u6211\u7684\u4ee3\u7406\u4eba\u53ef\u4ee5\u96a8\u6642\u67e5\u8a62\u2014\u2014\u300c\u6211\u5011\u7576\u521d\u6c7a\u5b9a\u4e86\u7c21\u5831\u7684\u767c\u5e03\u983b\u7387\u55ce\uff1f\u300d\u9019\u500b\u554f\u984c\u662f\u6709\u7b54\u6848\u7684\uff0c\u56e0\u70ba\u6c7a\u7b56\u8a18\u9304\u5728\u4e00\u500b\u53ef\u8ffd\u8e2a\u7684\u5c0d\u50cf\u4e2d\uff0c\u800c\u4e0d\u662f\u4e00\u689d\u88ab\u6efe\u52d5\u6d88\u5931\u7684 Slack \u6d88\u606f\u3002\u9019\u8207\u6211\u7684\u539f\u5247\u76f8\u540c\u3002 <a href=\"https:\/\/jonjones.ai\/zh\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7\/obsidian-mcp-%e4%bc%ba%e6%9c%8d%e5%99%a8%e5%96%ae%e4%ba%ba%e5%89%b5%e6%a5%ad%e6%8c%87%e5%8d%97-2026\/\">Obsidian MCP \u4f3a\u670d\u5668\u8a2d\u7f6e<\/a>, \u50c5\u4f9b\u5de5\u7a0b\u80cc\u666f\u53c3\u8003\u3002.<\/li>\n<li><strong>\u9192\u4f86\u524d\u5148\u9032\u884c\u6025\u6551\u6392\u67e5\u3002.<\/strong> \u4ee3\u7406\u4eba\u6703\u95b1\u8b80\u9694\u591c\u554f\u984c\uff0c\u9032\u884c\u6a19\u8a18\u548c\u512a\u5148\u6392\u5e8f\uff0c\u4e26\u7d66\u6211\u7559\u4e0b\u4e09\u884c\u6458\u8981\u3002\u6211\u8ca0\u8cac\u6253\u96fb\u8a71\uff0c\u7cfb\u7d71\u8ca0\u8cac\u7be9\u9078\u3002.<\/li>\n<li><strong>\u7ba1\u9053\u6545\u969c\u7684\u539f\u56e0\u4e0d\u8a00\u800c\u55bb\u3002.<\/strong> \u7576\u4efb\u52d9\u5931\u6557\u6642\uff0c\u4ee3\u7406\u6703\u63d0\u53d6\u65e5\u8a8c\u4e26\u8d77\u8349\u53ef\u80fd\u7684\u539f\u56e0\u548c\u4fee\u5fa9\u65b9\u6848\uff0c\u56e0\u6b64\u6211\u662f\u5728\u5be9\u67e5\u8a3a\u65b7\u7d50\u679c\uff0c\u800c\u4e0d\u662f\u958b\u59cb\u9032\u884c\u8a3a\u65b7\u3002.<\/li>\n<li><strong>\u5beb\u4f5c\u904e\u7a0b\u4e2d\u9700\u63a5\u53d7\u76e3\u7763\u3002.<\/strong> \u4efb\u4f55\u6539\u8b8a\u72c0\u614b\u7684\u64cd\u4f5c\u2014\u2014\u4f8b\u5982\u95dc\u9589\u554f\u984c\u3001\u767c\u8868\u8a55\u8ad6\u2014\u2014\u90fd\u9700\u8981\u6211\u6279\u51c6\u3002\u9023\u63a5\u5668\u8ce6\u4e88\u4e86\u5b83\u50b3\u64ad\u7bc4\u570d\uff1b\u6211\u7684\u898f\u5247\u78ba\u4fdd\u4e86\u5b83\u7684\u516c\u6b63\u6027\u3002.<\/li>\n<\/ul>\n\n<p>\u9019\u4e00\u5207\u90fd\u4e0d\u9700\u8981\u958b\u767c\u5718\u968a\u3002\u53ea\u9700\u8981\u4e00\u500b\u9023\u63a5\u5668\u3001\u6e05\u6670\u7684\u6b0a\u9650\u610f\u8b58\u4ee5\u53ca\u5f9e\u5c0f\u8655\u8457\u624b\u7684\u610f\u9858\u3002\u5982\u679c\u60a8\u60f3\u4e86\u89e3\u9019\u4e9b\u4ee3\u7406\u7a0b\u5f0f\u904b\u884c\u7684\u66f4\u5ee3\u6cdb\u7684\u5de5\u5177\u5305\uff0c\u8acb\u53c3\u95b1\u6211\u7684\u6458\u8981\u2026 <a href=\"https:\/\/jonjones.ai\/zh\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7\/mcp-%e5%b7%a5%e5%85%b7%e7%8d%a8%e8%b3%87%e5%89%b5%e6%a5%ad%e8%80%85%e6%8c%87%e5%8d%97-2026\/\">\u500b\u9ad4\u7d93\u71df\u8005\u5fc5\u5099\u7684MCP\u5de5\u5177<\/a> \u6620\u5c04\u5806\u758a\u7684\u5176\u9918\u90e8\u5206\u3002.<\/p>\n\n<h2>GitLab MCP \u4f3a\u670d\u5668\u5e38\u898b\u554f\u984c\u89e3\u7b54<\/h2>\n<h3>GitLab MCP \u4f3a\u670d\u5668\u662f\u514d\u8cbb\u7684\u55ce\uff1f<\/h3>\n<p>\u539f\u751f GitLab Duo MCP \u4f3a\u670d\u5668\u5df2\u5728 GitLab 19.2 \u7248\u672c\u4e2d\u79fb\u81f3\u514d\u8cbb\u5957\u9910\uff0c\u56e0\u6b64\u5728\u7576\u524d\u5be6\u4f8b\u4e0a\uff0c\u5b83\u4e0d\u6703\u5728\u60a8\u73fe\u6709\u7684 GitLab \u5957\u9910\u4e4b\u5916\u7522\u751f\u4efb\u4f55\u984d\u5916\u8cbb\u7528\u3002 <code>zereight\/gitlab-mcp<\/code> \u4f3a\u670d\u5668\u662f\u958b\u6e90\u4e14\u514d\u8cbb\u7684\u3002\u60a8\u53ea\u9700\u70ba\u4ee3\u7406\u7a0b\u5f0f\u547c\u53eb AI \u6a21\u578b\u4ed8\u8cbb\u3002.<\/p>\n\n<h3>\u6211\u9700\u8981\u61c2\u7a0b\u5f0f\u8a2d\u8a08\u624d\u80fd\u4f7f\u7528\u5b83\u55ce\uff1f<\/h3>\n<p>\u4e0d\u3002\u539f\u751f\u8a2d\u5b9a\u53ea\u9700\u8981\u4e00\u689d\u547d\u4ee4\u5217\u547d\u4ee4\u52a0\u4e0a\u700f\u89bd\u5668\u6388\u6b0a\u3002\u6700\u56f0\u96e3\u7684\u90e8\u5206\u5728\u65bc\u9078\u64c7\u54ea\u500b\u4f3a\u670d\u5668\u4ee5\u53ca\u5982\u4f55\u8a2d\u5b9a\u6b0a\u9650\u7bc4\u570d\u2014\u2014\u800c\u9019\u6b63\u662f\u672c\u6307\u5357\u7684\u5b97\u65e8\u3002.<\/p>\n\n<h3>\u662f\u4f7f\u7528\u539f\u751f GitLab MCP \u4f3a\u670d\u5668\u9084\u662f\u793e\u7fa4\u7248\uff1f<\/h3>\n<p>\u555f\u52d5\u539f\u751f\u7248\u672c\uff08GitLab Duo\uff09\uff0c\u4eab\u53d7\u57fa\u65bc OAuth \u7684\u7121\u4ee4\u724c\u5b89\u5168\u4fdd\u969c\u3002\u5207\u63db\u5230\u793e\u7fa4\u7248\u672c\u3002 <code>zereight\/gitlab-mcp<\/code> \u7576\u60a8\u9700\u8981\u81ea\u67b6\u3001\u7248\u672c\u9396\u5b9a\u6216\u539f\u751f Beta \u5c1a\u672a\u516c\u958b\u7684\u5de5\u5177\u6642\uff0c\u53ef\u4ee5\u4f7f\u7528\u4f3a\u670d\u5668\u3002.<\/p>\n\n<h3>\u8b93\u4ee3\u7406\u7a0b\u5f0f\u5728\u7121\u4eba\u503c\u5b88\u7684\u60c5\u6cc1\u4e0b\u5beb\u5165\u6211\u7684\u7a0b\u5f0f\u78bc\u5009\u5eab\u662f\u5426\u5b89\u5168\uff1f<\/h3>\n<p>\u53ea\u6709\u5728\u8d0f\u5f97\u4fe1\u4efb\u4e4b\u5f8c\u624d\u80fd\u9019\u6a23\u505a\u3002\u9996\u5148\u904b\u884c\u552f\u8b80\u6a21\u5f0f\uff0c\u5beb\u5165\u64cd\u4f5c\u5fc5\u9808\u7531\u4eba\u5de5\u5be9\u6838\uff0c\u4e26\u4e14\u6c38\u9060\u4e0d\u8981\u8b93\u8b80\u53d6\u672a\u7d93\u4fe1\u4efb\u554f\u984c\u7684\u4ee3\u7406\u540c\u6642\u64c1\u6709\u5beb\u5165\u6b0a\u9650\u3002\u63d0\u793a\u6ce8\u5165\u662f GitLab \u672c\u8eab\u5c31\u8b66\u544a\u904e\u7684\u771f\u5be6\u98a8\u96aa\u3002.<\/p>\n\n<h3>\u9019\u8207 GitHub MCP \u4f3a\u670d\u5668\u6709\u4f55\u4e0d\u540c\uff1f<\/h3>\n<p>\u5f9e\u6982\u5ff5\u4e0a\u8b1b\uff0c\u5b83\u7684\u60f3\u6cd5\u662f\u4e00\u6a23\u7684\u2014\u2014\u9023\u63a5\u5230\u4f60\u7684\u7a0b\u5f0f\u78bc\u8a17\u7ba1\u5e73\u53f0\u2014\u2014\u4f46 GitLab 2026 \u5e74\u6700\u5927\u7684\u512a\u52e2\u5728\u65bc\u5167\u5efa\u4e86\u5177\u6709 OAuth \u7684\u539f\u751f\u4f3a\u670d\u5668\uff0c\u56e0\u6b64\u4f60\u7121\u9700\u50cf\u5728\u5176\u4ed6\u5730\u65b9\u90a3\u6a23\u5c0b\u627e\u7b2c\u4e09\u65b9\u9023\u63a5\u5668\u6216\u8655\u7406\u500b\u4eba\u5b58\u53d6\u6b0a\u6756\u3002.<\/p>\n\n<h3>\u54ea\u4e9bAI\u5de5\u5177\u53ef\u4ee5\u9023\u63a5\u5230GitLab MCP\u4f3a\u670d\u5668\uff1f<\/h3>\n<p>\u4efb\u4f55\u76f8\u5bb9\u65bc MCP \u7684\u5ba2\u6236\u7aef\u3002\u539f\u751f\u4f3a\u670d\u5668\u660e\u78ba\u652f\u63f4 Claude Code\u3001Claude Desktop \u548c Cursor\uff0c\u540c\u4e00\u500b HTTP \u7aef\u9ede\u4e5f\u9069\u7528\u65bc\u5176\u4ed6 MCP \u7528\u6236\u7aef\u3002\u5efa\u8b70\u4f7f\u7528 HTTP \u50b3\u8f38\uff0c\u56e0\u70ba\u5b83\u7121\u9700\u4f9d\u8cf4\u9805\uff1b\u5c0d\u65bc\u9700\u8981\u4f7f\u7528\u6a19\u6e96\u8f38\u5165\/\u8f38\u51fa (stdio) \u7684\u5ba2\u6236\u7aef\uff0c\u4e5f\u63d0\u4f9b\u4e86 stdio \u9078\u9805\uff0c\u4f46\u9700\u8981 Node.js 20 \u6216\u66f4\u9ad8\u7248\u672c\u3002.<\/p>\n\n<h3>\u6211\u53ef\u4ee5\u5728\u81ea\u67b6\u7684 GitLab \u5be6\u4f8b\u4e0a\u4f7f\u7528\u5b83\u55ce\uff1f<\/h3>\n<p>\u662f\u7684\u3002\u539f\u751f\u4f3a\u670d\u5668\u652f\u63f4 GitLab.com\u3001\u81ea\u67b6\u548c\u5c08\u7528\u4f3a\u670d\u5668\u2014\u2014\u4f60\u53ea\u9700\u5c07 URL \u6307\u5411\u4f60\u81ea\u5df1\u7684\u7db2\u57df\u5373\u53ef\u3002 <code>gitlab.com<\/code> \u9996\u5148\u9700\u8981\u7ba1\u7406\u54e1\u5728\u5be6\u4f8b\u5c64\u7d1a\u555f\u7528 MCP \u5b58\u53d6\u6b0a\u9650\u3002.<\/p>\n\n<h2>\u6700\u5f8c\u60f3\u8aaa\u7684\u8a71<\/h2>\n<p>A <strong>GitLab MCP \u4f3a\u670d\u5668<\/strong> \u9019\u662f\u90a3\u4e9b\u770b\u4f3c\u4e0d\u8d77\u773c\u537b\u80fd\u6084\u6084\u6539\u8b8a\u4f60\u5de5\u4f5c\u6548\u7387\u7684\u5c0f\u5de5\u5177\u4e4b\u4e00\u3002\u4e00\u65e6\u4f60\u7684 AI \u4ee3\u7406\u80fd\u5920\u8b80\u53d6\u4f60\u7684\u554f\u984c\u3001\u5408\u4f75\u8acb\u6c42\u548c\u7ba1\u7dda\uff0c\u5b83\u5c31\u4e0d\u518d\u53ea\u662f\u4e00\u500b\u667a\u6167\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u800c\u662f\u4e00\u500b\u771f\u6b63\u53c3\u8207\u4f60\u5c08\u6848\u5de5\u4f5c\u7684\u5718\u968a\u6210\u54e1\u3002\u9996\u5148\u4f7f\u7528\u539f\u751f\u7684 GitLab Duo 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