{"id":14456,"date":"2026-02-03T10:05:03","date_gmt":"2026-02-03T01:05:03","guid":{"rendered":"https:\/\/blogs.mathworks.com\/japan-community\/?p=14456"},"modified":"2026-02-03T10:05:03","modified_gmt":"2026-02-03T01:05:03","slug":"building-an-optimization-agent-with-matlab-mcp-core-server-jp","status":"publish","type":"post","link":"https:\/\/blogs.mathworks.com\/japan-community\/2026\/02\/03\/building-an-optimization-agent-with-matlab-mcp-core-server-jp\/","title":{"rendered":"MATLAB MCP Core Server \u3092\u6d3b\u7528\u3057\u305f\u6700\u9069\u5316\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u4f5c\u308a\u65b9"},"content":{"rendered":"
\n

\u203b\u3053\u306e\u6295\u7a3f\u306f 2026 \u5e74 1 \u6708 26 \u65e5\u306b <\/span> Artificial Intelligence \u3078 \u6295\u7a3f<\/a>\u3055\u308c\u305f\u3082\u306e\u306e\u6284\u8a33\u3067\u3059\u3002<\/span><\/p>\n

—<\/h6>\n
\n
\n\n\n\n
\"\"<\/td>\nCo-author: Tom Couture<\/a><\/strong><\/p>\n
Tom Couture \u306f\u6700\u9069\u5316\uff08Optimization\uff09\u306e\u30d7\u30ed\u30c0\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u3067\u3059\u3002\u3053\u306e\u30d6\u30ed\u30b0\u8a18\u4e8b\u3067\u306f\u3001\u5f7c\u304c\u79c1\u3068\u4e00\u7dd2\u306b\u884c\u3063\u305f\u3001\u65b0\u3057\u3044 MATLAB MCP Core Server \u3092\u4f7f\u3063\u305f\u6700\u9069\u5316\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u69cb\u7bc9\u3059\u308b\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/span><\/div>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n
\n
\n

Tom \u306e\u3088\u3046\u306a\u65b9\u3067\u3042\u308c\u3070\u3001MATLAB \u3067\u6700\u9069\u5316\u554f\u984c\u3092\u8a2d\u5b9a\u3059\u308b\u306e\u306b\u3001\u76ee\u7684\u95a2\u6570\u3084\u5236\u7d04\u3092\u5b9a\u7fa9\u3057\u3001\u30bd\u30eb\u30d0\u30fc\u3092\u9078\u3073\u3001\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u5fae\u8abf\u6574\u3059\u308b\u306a\u3069\u3001\u4f55\u6642\u9593\u3082\u8cbb\u3084\u3057\u305f\u7d4c\u9a13\u304c\u3042\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u3067\u306f\u3001\u3053\u308c\u304c\u5b9f\u73fe\u3067\u304d\u305f\u3089\u3069\u3046\u3067\u3057\u3087\u3046\u304b<\/span>\u2014\u2014\u305d\u308c\u3089\u3059\u3079\u3066\u3092\u4ee3\u308f\u308a\u306b\u3084\u3063\u3066\u304f\u308c\u308b AI \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u4f1a\u8a71\u3057\u3064\u3064\u3001\u6700\u9069\u5316\u81ea\u4f53\u306f\u624b\u5143\u306e MATLAB \u3067\u5b9f\u884c\u3067\u304d\u308b\u3068\u3057\u305f\u3089\uff1f \u307e\u308b\u3067\u300c\u30dd\u30b1\u30c3\u30c8\u306e\u4e2d\u306e\u5c0f\u3055\u306a Tom\u300d\u306e\u3088\u3046\u306b\u3002<\/p>\n

\u305d\u3053\u3067\u767b\u5834\u3059\u308b\u306e\u304c\u3001\u5f37\u529b\u306a Optimization Toolbox\u2122<\/strong> \u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u5229\u7528\u3067\u304d\u308b MATLAB MCP Core Server<\/strong> \u3067\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u5b9f\u969b\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u8ab2\u984c\u3092\u89e3\u3051\u308b\u6700\u9069\u5316\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u30b7\u30f3\u30d7\u30eb\u306a\u5236\u7d04\u4ed8\u304d\u6700\u9069\u5316\u304b\u3089\u3001\u30b5\u30ed\u30b2\u30fc\u30c8\u30e2\u30c7\u30eb\u3092\u4f7f\u3063\u305f\u8a08\u7b97\u30b3\u30b9\u30c8\u306e\u9ad8\u3044 CFD \u30d9\u30fc\u30b9\u306e\u8a2d\u8a08\u6700\u9069\u5316\u307e\u3067\u53d6\u308a\u6271\u3044\u307e\u3059\u3002<\/p>\n<\/div>\n<\/div>\n

<\/h6>\n

\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6700\u521d\u306b\u884c\u3046\u3079\u304d\u3053\u3068\uff1a\u30c4\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u306e\u78ba\u8a8d<\/strong><\/h2>\n
\n
\u79c1\u304c MATLAB MCP Core Server \u306e\u30c7\u30e2\u3067\u6700\u521d\u306b\u7d39\u4ecb\u3059\u308b\u6a5f\u80fd\u306e\u3072\u3068\u3064\u304c\u3001 detect_matlab_toolboxes<\/span> \u30c4\u30fc\u30eb\u3067\u3059\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6700\u9069\u5316\u306e\u30b3\u30fc\u30c9\u3092\u66f8\u304d\u59cb\u3081\u308b\u524d\u306b\u3001\u5fc5\u8981\u306a\u30c4\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/div>\n<\/div>\n<\/div>\n

\"\"<\/p>\n

<\/h6>\n
\n
\n
\n

AI \u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\uff08Claude Desktop\u00ae\u3001GitHub Copilot\u00ae\u3001\u307e\u305f\u306f\u4efb\u610f\u306e MCP \u5bfe\u5fdc\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\uff09\u3078\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u4f8b\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\uff1a<\/p>\n

“Check which MATLAB toolboxes I have installed, specifically looking for Optimization Toolbox and Global Optimization Toolbox.”<\/span><\/p>\n

\u65e5\u672c\u8a9e\u8a33\uff1a<\/span>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b MATLAB \u306e\u30c4\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u7279\u306b Optimization Toolbox \u3068 Global Optimization Toolbox \u3092\u63a2\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n

\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f detect_matlab_toolboxes<\/span> \u30c4\u30fc\u30eb\u3092\u547c\u3073\u51fa\u3057\u3001\u6b21\u306e\u3088\u3046\u306a\u7d50\u679c\u3092\u8fd4\u3057\u307e\u3059\uff1a<\/p>\n

Optimization Toolbox – Version 25.2 (R2025b) \u2713<\/span><\/div>\n
Global Optimization Toolbox – Version 25.2 (R2025b) \u2713<\/span><\/div>\n

\u3053\u308c\u306f\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002\u4f7f\u7528\u3067\u304d\u308b\u30bd\u30eb\u30d0\u30fc\u306f\u3001\u3042\u306a\u305f\u304c\u4fdd\u6709\u3057\u3066\u3044\u308b\u30e9\u30a4\u30bb\u30f3\u30b9\u306b\u5b8c\u5168\u306b\u4f9d\u5b58\u3057\u3066\u3044\u308b\u305f\u3081\u3067\u3059\u3002Optimization Toolbox \u304c\u306a\u3044\uff1f \u305d\u306e\u5834\u5408\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f fminsearch <\/span>\u306b\u5207\u308a\u66ff\u3048\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068\u3092\u5224\u65ad\u3057\u307e\u3059\u3002Global Optimization Toolbox \u304c\u3042\u308b\uff1f\u7d20\u6674\u3089\u3057\u3044\uff01 \u3053\u308c\u306b\u3088\u308a\u3001\u8a08\u7b97\u30b3\u30b9\u30c8\u306e\u9ad8\u3044\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u306f surrogateopt \u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n

 <\/p>\n<\/div>\n<\/div>\n<\/div>\n

\n

\u4f8b 1\uff1a\u69cb\u9020\u6881\u306e\u8a2d\u8a08\u6700\u9069\u5316<\/strong><\/h2>\n
\u307e\u305a\u3001\u53e4\u5178\u7684\u306a\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u6700\u9069\u5316\u554f\u984c\u3092\u30c7\u30e2\u3057\u307e\u3057\u3087\u3046\u3002\u5fdc\u529b\u3068\u305f\u308f\u307f\u306e\u5236\u7d04\u3092\u6e80\u305f\u3057\u3064\u3064\u3001\u7247\u6301\u3061\u6881\u306e\u91cd\u91cf\u3092\u6700\u5c0f\u5316\u3059\u308b\u8a2d\u8a08\u554f\u984c\u3067\u3059\u3002<\/div>\n

\u554f\u984c\u8a2d\u5b9a<\/strong><\/h3>\n
\n

\u77e9\u5f62\u65ad\u9762\u306e\u6881\u306b\u3064\u3044\u3066\u3001\u305d\u306e\u91cd\u91cf\u3092\u6700\u5c0f\u5316\u3059\u308b\u3053\u3068\u3092\u76ee\u6307\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u4ee5\u4e0b\u306e\u6761\u4ef6\u3092\u6e80\u305f\u3059\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\uff1a<\/p>\n