{"id":14676,"date":"2026-06-18T16:21:04","date_gmt":"2026-06-18T07:21:04","guid":{"rendered":"https:\/\/blogs.mathworks.com\/japan-community\/?p=14676"},"modified":"2026-06-18T16:35:34","modified_gmt":"2026-06-18T07:35:34","slug":"running-local-agentic-ai-workflows-with-matlab-on-a-16gb-macbook-pro-with-lm-studio-and-gemma-4-jp","status":"publish","type":"post","link":"https:\/\/blogs.mathworks.com\/japan-community\/2026\/06\/18\/running-local-agentic-ai-workflows-with-matlab-on-a-16gb-macbook-pro-with-lm-studio-and-gemma-4-jp\/","title":{"rendered":"MATLAB \u3067\u30ed\u30fc\u30ab\u30eb Agentic AI \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u52d5\u304b\u3059: 16GB MacBook Pro\u3001LM Studio\u3001gemma 4 \u3092\u4f7f\u3063\u305f\u65b9\u6cd5"},"content":{"rendered":"<div class=\"rtcContent\">\n<p><span style=\"color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-size: 14px; white-space-collapse: preserve;\">\u203b\u3053\u306e\u6295\u7a3f\u306f 2026 \u5e74 6 \u6708 15 \u65e5\u306b <\/span><a style=\"font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-size: 14px; white-space-collapse: preserve;\" href=\"https:\/\/blogs.mathworks.com\/matlab\/2026\/06\/15\/running-local-agentic-ai-workflows-with-matlab-on-a-16gb-macbook-pro-with-lm-studio-and-gemma-4\/?from=jp\"> The MATLAB Blog \u3078 \u6295\u7a3f<\/a><span style=\"color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-size: 14px; white-space-collapse: preserve;\">\u3055\u308c\u305f\u3082\u306e\u306e\u6284\u8a33\u3067\u3059\u3002<\/span><\/p>\n<h6>&#8212;<\/h6>\n<div class=\"rtcContent\">\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><span class=\"_richTextNode\">\u4eca\u5e74\u306e1\u6708\u306b <a href=\"https:\/\/blogs.mathworks.com\/matlab\/2026\/01\/05\/running-large-language-models-on-the-nvidia-dgx-spark-and-connecting-to-them-in-matlab\/\">128GB \u306e NVIDIA DGX Spark \u4e0a\u3067 1200\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\u306e LLM \u3092\u52d5\u304b\u3057\u3001\u305d\u308c\u3092 MATLAB \u306b\u63a5\u7d9a\u3059\u308b\u65b9\u6cd5\u3092\u7d39\u4ecb<\/a>\u3057\u307e\u3057\u305f\u3002\u79c1\u306e\u540c\u50da\u3067\u3042\u308b Abhijit Bhattacharjee \u306f\u3059\u3050\u306b\u7d9a\u3044\u3066\u3001\u540c\u3058\u30e2\u30c7\u30eb\u3068\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092 OpenCode \u3068 MATLAB MCP Server \u3092\u4f7f\u3063\u3066\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u7684\u306b\u5229\u7528\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3059\u8a18\u4e8b\u3092\u66f8\u304d\u307e\u3057\u305f\u3002<\/span><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><span class=\"_richTextNode\">\u3053\u308c\u3089\u306e\u8a18\u4e8b\u306f\u3001\u30ed\u30fc\u30ab\u30eb AI \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u8a66\u3057\u59cb\u3081\u305f\u3044\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u5927\u304d\u306a\u95a2\u5fc3\u3092\u96c6\u3081\u307e\u3057\u305f\u3002\u552f\u4e00\u306e\u554f\u984c\u306f\u3001\u307b\u3068\u3093\u3069\u306e\u4eba\u304c 128GB \u306e VRAM \u3084\u30e6\u30cb\u30d5\u30a1\u30a4\u30c9\u30e1\u30e2\u30ea\u3092\u5099\u3048\u305f\u30de\u30b7\u30f3\u3092\u4f7f\u3048\u306a\u3044\u3053\u3068\u3067\u3059\u3002\u5c11\u306a\u304f\u3068\u3082\u79c1\u306f\u305d\u3046\u3067\u3059\u3002<\/span><span class=\"_richTextNode\">\u8a18\u4e8b\u3092\u66f8\u304f\u305f\u3081\u306b\u3001\u53cb\u4eba\u306e Nick \u304b\u3089 NVIDIA DGX Spark \u3092\u501f\u308a\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3057\u305f\u3002 <\/span><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><span class=\"_richTextNode\">\u666e\u6bb5\u306f\u3053\u306e\u8a18\u4e8b\u3092\u66f8\u3044\u3066\u3044\u308b 16GB \u306e M2 MacBook Pro \u306e\u3088\u3046\u306a\u3001\u3082\u3063\u3068\u63a7\u3048\u3081\u306a\u30de\u30b7\u30f3\u3092\u4f7f\u3063\u3066\u3044\u307e\u3059\u3002\u3084\u3063\u3066\u307f\u308b\u3068\u3001\u305d\u308c\u3067\u3082\u59cb\u3081\u308b\u306b\u306f\u5341\u5206\u3060\u3068\u5206\u304b\u308a\u307e\u3057\u305f\u3002<\/span><\/div>\n<h2 style=\"margin: 20px 10px 5px 4px; padding: 0px; line-height: 25px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 20px; font-weight: bold; text-align: left;\"><span class=\"_richTextNode\">\u30de\u30b7\u30f3\u306b\u30ed\u30fc\u30ab\u30eb AI \u30e2\u30c7\u30eb\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<\/span><\/h2>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><span class=\"_richTextNode\">\u65b9\u6cd5\u306f\u3044\u304f\u3064\u304b\u3042\u308a\u307e\u3059\u304c\u3001\u59cb\u3081\u308b\u3046\u3048\u3067\u6700\u3082\u7c21\u5358\u306a\u306e\u306f <a href=\"https:\/\/lmstudio.ai\/\" class=\"external\" rel=\"nofollow\" target=\"_blank\">LM Studio<\/a> \u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3053\u3068\u3060\u3068\u601d\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u30b0\u30e9\u30d5\u30a3\u30ab\u30eb\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u5099\u3048\u3066\u304a\u308a\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304b\u3089\u6570\u5206\u3067 AI \u30e2\u30c7\u30eb\u3068\u306e\u30c1\u30e3\u30c3\u30c8\u3092\u59cb\u3081\u3089\u308c\u307e\u3059\u3002<\/span><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><span class=\"_richTextNode\">LM Studio \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u3089\u3001Model search \u3092\u4f7f\u3063\u3066\u9069\u5207\u306a\u30e2\u30c7\u30eb\u3092\u9078\u3073\u307e\u3059\u3002<\/span><span class=\"_richTextNode\">\u3053\u306e\u8a18\u4e8b\u3067\u306f\u65b0\u767b\u5834\u306e <a href=\"https:\/\/blog.google\/innovation-and-ai\/technology\/developers-tools\/introducing-gemma-4-12b\/\" class=\"external\" rel=\"nofollow\" target=\"_blank\">gemma-4-12b model<\/a> \u306e\u30aa\u30ea\u30b8\u30ca\u30eb gguf \u7248\u3092\u4f7f\u3044\u307e\u3057\u305f\u3002 Mac \u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u3001<\/span><span class=\"_richTextNode\">Mac \u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u5411\u3051\u306b\u7279\u5225\u306b\u6700\u9069\u5316\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u540c\u7b49\u306e gguf \u30e2\u30c7\u30eb\u3088\u308a\u9ad8\u901f\u306b\u52d5\u304f\u53ef\u80fd\u6027\u304c\u9ad8\u3044 <a href=\"https:\/\/mlx-framework.org\" class=\"external\" rel=\"nofollow\" target=\"_blank\">mlx versions<\/a> \u306e\u30e2\u30c7\u30eb\u3092\u63a2\u3059\u306e\u304c\u304a\u30b9\u30b9\u30e1\u3067\u3059\u3002<\/span><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><span class=\"_richTextNode\">Mac \u3067 gguf \u30e2\u30c7\u30eb\u3092\u4f7f\u3063\u3066\u3082\u307e\u3063\u305f\u304f\u554f\u984c\u306f\u306a\u304f\u3001\u305f\u307e\u305f\u307e\u79c1\u304c\u6700\u521d\u306b\u4f7f\u3044\u59cb\u3081\u305f\u306e\u304c\u305d\u308c\u3060\u3063\u305f\u3060\u3051\u3067\u3059\u3002 LM Studio \u306f\u5185\u90e8\u3067 llama.cpp \u3092\u4f7f\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u3092\u3046\u307e\u304f\u6271\u3048\u307e\u3059\u3002<\/span><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><img decoding=\"async\" loading=\"lazy\" class=\"imageNode\" style=\"vertical-align: baseline; width: 960px; height: 540px;\" src=\"http:\/\/blogs.mathworks.com\/matlab\/files\/2026\/06\/localAgentMac_1.gif\" alt=\"\" width=\"960\" height=\"540\" \/><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><span class=\"_richTextNode\">\u3069\u306e\u30e2\u30c7\u30eb\u3092\u4f7f\u3046\u306b\u3057\u3066\u3082\u3001\u6a5f\u80fd\u306e 1 \u3064\u3068\u3057\u3066 &#8216;Tool use&#8217; \u304c\u30ea\u30b9\u30c8\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u5fc5\u305a\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u305d\u3046\u3067\u306a\u3044\u3068\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u7684\u306b\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002<\/span><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><span class=\"_richTextNode\">\u30e2\u30c7\u30eb\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u304c\u6e08\u3093\u3060\u3089\u3001\u3042\u3068\u306f\u305d\u308c\u3092\u9078\u3093\u3067\u30c1\u30e3\u30c3\u30c8\u3092\u59cb\u3081\u308b\u3060\u3051\u3067\u3059\u3002<\/span><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><img decoding=\"async\" loading=\"lazy\" class=\"imageNode\" style=\"vertical-align: baseline; width: 1000px; height: 314px;\" src=\"http:\/\/blogs.mathworks.com\/matlab\/files\/2026\/06\/localAgentMac_2.png\" alt=\"\" width=\"1000\" height=\"314\" \/><\/div>\n<h2 style=\"margin: 20px 10px 5px 4px; padding: 0px; line-height: 25px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 20px; font-weight: bold; text-align: left;\"><span class=\"_richTextNode\">\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u9577\u3092\u5897\u3084\u3059<\/span><\/h2>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><span class=\"_richTextNode\">\u3053\u308c\u306f\u6975\u3081\u3066\u91cd\u8981\u306a\u70b9\u3067\u3059\u3002\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u306f\u3001LM Studio \u3067\u8a2d\u5b9a\u3055\u308c\u308b AI \u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u9577\u306f 4096 \u30c8\u30fc\u30af\u30f3\u3057\u304b\u306a\u304f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u306f\u307e\u3063\u305f\u304f\u8db3\u308a\u306a\u3044\u306e\u3067\u5897\u3084\u3059\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u6700\u521d 2 \u500d\u306b\u8a2d\u5b9a\u3057\u307e\u3057\u305f\u304c\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u4e0a\u306e\u3055\u307e\u3056\u307e\u306a\u60c5\u5831\u6e90\u3067\u306f 32,000 \u524d\u5f8c\u306b\u3059\u3079\u304d\u3060\u3068\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u3002<span data-teams=\"true\">\u4f7f\u3063\u3066\u3044\u308b\u30e2\u30c7\u30eb\u306f\u6700\u5927 262144 \u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u9577\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u305d\u308c\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u306e\u306b\u5341\u5206\u306a\u30e1\u30e2\u30ea\u304c\u81ea\u5206\u306e\u74b0\u5883\u306b\u3042\u308b\u304b\u4e0d\u5b89\u3060\u3063\u305f\u306e\u3067\u3001\u3053\u306e\u70b9\u306f\u3055\u3089\u306b\u8abf\u67fb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/span><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><img decoding=\"async\" loading=\"lazy\" class=\"imageNode\" style=\"vertical-align: baseline; width: 960px; height: 540px;\" src=\"http:\/\/blogs.mathworks.com\/matlab\/files\/2026\/06\/localAgentMac_3.gif\" alt=\"\" width=\"960\" height=\"540\" \/><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><span class=\"_richTextNode\"><span data-teams=\"true\">\u3053\u306e\u624b\u9806\u3092\u884c\u308f\u306a\u3044\u3068\u3001AI \u306f\u91d1\u9b5a\u306e\u3088\u3046\u306a\u8a18\u61b6\u529b\u3057\u304b\u306a\u3044\u306e\u3067\u3001\u4f5c\u696d\u306e\u9014\u4e2d\u3067\u672c\u6765\u3084\u308b\u3079\u304d\u3053\u3068\u3092\u5fd8\u308c\u3066\u3057\u307e\u3046\u3067\u3057\u3087\u3046\u3002<\/span><\/span><\/div>\n<h2 style=\"margin: 20px 10px 5px 4px; padding: 0px; line-height: 25px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 20px; font-weight: bold; text-align: left;\"><span class=\"_richTextNode\">LM Studio \u3067 MATLAB \u3068 filesystem MCP servers \u3092\u8a2d\u5b9a\u3059\u308b<\/span><\/h2>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><span class=\"_richTextNode\">\u3053\u306e\u6642\u70b9\u3067\u306f\u3001\u30e2\u30c7\u30eb\u306f\u3042\u306a\u305f\u3068\u4f1a\u8a71\u306f\u3067\u304d\u307e\u3059\u304c\u305d\u308c\u4ee5\u5916\u306f\u307b\u3068\u3093\u3069\u3067\u304d\u307e\u305b\u3093\u3002\u305f\u3068\u3048\u3070\u3001\u30de\u30b7\u30f3\u4e0a\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u66f8\u304d\u3067\u304d\u307e\u305b\u3093\u3057\u3001MATLAB \u3068\u76f4\u63a5\u3084\u308a\u53d6\u308a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u305b\u3093\u3002MATLAB \u30b3\u30fc\u30c9\u3092\u66f8\u304f\u3088\u3046\u983c\u3080\u3068\u3001\u30c1\u30e3\u30c3\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u306b\u30b3\u30fc\u30c9\u3092\u66f8\u3044\u3066\u304b\u3089\u3001\u305d\u308c\u3092\u81ea\u5206\u306e\u30de\u30b7\u30f3\u306b\u30b3\u30d4\u30fc&amp;\u30da\u30fc\u30b9\u30c8\u3059\u308b\u3088\u3046\u52e7\u3081\u3066\u304d\u307e\u3059\u3002<\/span><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><img decoding=\"async\" loading=\"lazy\" class=\"imageNode\" style=\"vertical-align: baseline; width: 1000px; height: 718px;\" src=\"http:\/\/blogs.mathworks.com\/matlab\/files\/2026\/06\/localAgentMac_4.png\" alt=\"\" width=\"1000\" height=\"718\" \/><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><span class=\"_richTextNode\">\u3053\u308c\u3067\u3082\u554f\u984c\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u7684\u306b\u52d5\u304b\u3059\u3053\u3068\u3067\u5f97\u3089\u308c\u308b\u5229\u70b9\u3092\u3059\u3079\u3066\u6d3b\u7528\u3067\u304d\u306a\u3044\u3068\u3044\u3046\u3053\u3068\u3067\u3082\u3042\u308a\u307e\u3059\u3002<span data-teams=\"true\">\u305f\u3068\u3048\u3070\u3001AI \u304c MATLAB \u30b3\u30fc\u30c9\u306b\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3092\u8d77\u3053\u3057\u305f\u5834\u5408\u3001human in the loop \u3067\u3042\u308b\u3042\u306a\u305f\u306f\u3001MATLAB \u3068 AI \u306e\u9593\u3067\u30b3\u30fc\u30c9\u3084\u30a8\u30e9\u30fc\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u82e6\u52b4\u3057\u3066\u30b3\u30d4\u30fc\uff06\u30da\u30fc\u30b9\u30c8\u3057\u306a\u304c\u3089\u3001AI\u306b\u305d\u306e\u30b3\u30fc\u30c9\u3092\u6307\u793a\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/span><\/span><span class=\"_richTextNode\">\u3053\u308c\u306f\u3059\u3050\u306b\u3046\u3093\u3056\u308a\u3057\u3066\u304d\u307e\u3059\u3002<\/span><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><span class=\"_richTextNode\">AI \u3092\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u7684\u306b\u52d5\u304b\u3059\u306b\u306f\u3001\u30de\u30b7\u30f3\u4e0a\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u66f8\u304d\u3067\u304d\u3001\u3055\u3089\u306b MATLAB \u3068\u76f4\u63a5\u3084\u308a\u53d6\u308a\u3067\u304d\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3092\u5b9f\u73fe\u3059\u308b\u306b\u306f MCP servers \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/span><span class=\"_richTextNode\">\u79c1\u306f\u00a0 <a href=\"https:\/\/www.npmjs.com\/package\/@modelcontextprotocol\/server-filesystem\" class=\"external\" rel=\"nofollow\" target=\"_blank\">Filesystem MCP Server<\/a> \u3068 <a href=\"https:\/\/github.com\/matlab\/matlab-mcp-core-server\" class=\"external\" rel=\"nofollow\" target=\"_blank\">MATLAB MCP Server<\/a> \u306e 2 \u3064\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3057\u305f\u3002<\/span><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><span class=\"_richTextNode\" style=\"font-weight: bold;\">Filesystem MCP Server<\/span><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><span class=\"_richTextNode\">Mac OS Terminal \u3067\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3066 Filesystem MCP Server \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3057\u305f\u3002<\/span><\/div>\n<div class=\"preformatted-plain\" style=\"margin: 10px 3px 10px 55px; padding: 10px 10px 10px 5px;\">\n<div style=\"border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: normal; color: #212121; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 12px; border: 0px none #212121;\"><span style=\"white-space: normal;\">sudo npm install -g @modelcontextprotocol\/server-filesystem<\/span><\/div>\n<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><span class=\"_richTextNode\">npm \u30b3\u30de\u30f3\u30c9\u304c\u4f7f\u3048\u306a\u3044\u5834\u5408\u306f\u3001Node.js \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/span><span class=\"_richTextNode\">\u79c1\u306f <a href=\"https:\/\/nodejs.org\/en\/download\" class=\"external\" rel=\"nofollow\" target=\"_blank\">Nodejs.org<\/a> \u304b\u3089\u5165\u624b\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3057\u305f\u3002<\/span><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><span class=\"_richTextNode\" style=\"font-weight: bold;\">MATLAB MCP Server<\/span><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><span class=\"_richTextNode\">MATLAB MCP Server \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u306e\u306b\u79c1\u306f <a href=\"https:\/\/github.com\/matlab\/matlab-agentic-toolkit\/\" class=\"external\" rel=\"nofollow\" target=\"_blank\">MATLAB Agentic toolkit<\/a> \u3092\u4f7f\u3044\u307e\u3057\u305f\u304c\u3001\u5fc5\u8981\u306a\u3089\u30d0\u30a4\u30ca\u30ea\u3092<a href=\"https:\/\/github.com\/matlab\/matlab-mcp-core-server\" class=\"external\" rel=\"nofollow\" target=\"_blank\">\u76f4\u63a5\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/a>\u3057\u3066\u3082\u304b\u307e\u3044\u307e\u305b\u3093\u3002<\/span><span class=\"_richTextNode\" style=\"font-family: monospace;\">\u3044\u305a\u308c\u306b\u3057\u3066\u3082\u3001matlab-mcp-core-server \u30d5\u30a1\u30a4\u30eb\u3078\u306e\u30d1\u30b9\u3092\u77e5\u3063\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><span class=\"_richTextNode\" style=\"font-weight: bold;\">mcp.json \u30d5\u30a1\u30a4\u30eb\u3092\u8a2d\u5b9a\u3059\u308b<\/span><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><img decoding=\"async\" loading=\"lazy\" class=\"imageNode\" style=\"vertical-align: baseline; width: 1000px; height: 260px;\" src=\"http:\/\/blogs.mathworks.com\/matlab\/files\/2026\/06\/localAgentMac_5.png\" alt=\"\" width=\"1000\" height=\"260\" \/><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><span class=\"_richTextNode\">\u6b21\u306b LM Studio \u306b MCP Servers \u306e\u60c5\u5831\u3092\u4f1d\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/span><span class=\"_richTextNode\">LMStudio \u306e developer \u30bf\u30d6\u3067 mcp.json \u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u304c\u30d5\u30a1\u30a4\u30eb\u306e\u5185\u5bb9\u3067\u3059\u3002\u3053\u306e\u8a2d\u5b9a\u306f\u6b21\u306e\u524d\u63d0\u306b\u7acb\u3063\u3066\u3044\u307e\u3059\u3002<\/span><\/div>\n<ul style=\"margin: 10px 0px 20px; padding-left: 0px; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-size: 14px;\">\n<li style=\"margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap;\"><span class=\"_richTextNode\">MATLAB MCP Sever \u306f\u6b21\u306e\u5834\u6240\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u307e\u3059: <\/span><span class=\"_richTextNode\" style=\"font-family: monospace;\">\/Users\/mcrouche\/.matlab\/agentic-toolkits\/bin\/matlab-mcp-core-server<\/span><\/li>\n<li style=\"margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap;\"><span class=\"_richTextNode\">MATLAB \u306f\u6b21\u306e\u5834\u6240\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u307e\u3059: <\/span><span class=\"_richTextNode\" style=\"font-family: monospace;\">\/Applications\/MATLAB_R2026a.app&#8221;<\/span><\/li>\n<li style=\"margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap;\"><span class=\"_richTextNode\">\u4f5c\u696d\u30d5\u30a9\u30eb\u30c0\u30fc\u3068\u3057\u3066\u6b21\u3092\u4f5c\u6210\u3057\u3066\u3042\u308a\u307e\u3059: <\/span><span class=\"_richTextNode\" style=\"font-family: monospace;\">\/Users\/mcrouche\/localSandbox\/<\/span><span class=\"_richTextNode\"> filesystem MCP \u304c\u30a2\u30af\u30bb\u30b9\u3092\u8a31\u53ef\u3055\u308c\u3066\u3044\u308b\u306e\u306f\u3053\u306e\u30d5\u30a9\u30eb\u30c0\u30fc\u3060\u3051\u3067\u3059\u3002<\/span><\/li>\n<\/ul>\n<div class=\"preformatted-plain\" style=\"margin: 10px 3px 10px 55px; padding: 10px 10px 10px 5px;\">\n<div style=\"border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: normal; color: #212121; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 12px; border: 0px none #212121;\"><span style=\"white-space: normal;\">{<\/span><\/div>\n<div style=\"border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: normal; color: #212121; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 12px; border: 0px none #212121;\"><span style=\"white-space: normal;\"> &#8220;mcpServers&#8221;: {<\/span><\/div>\n<div style=\"border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: normal; color: #212121; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 12px; border: 0px none #212121;\"><span style=\"white-space: normal;\"> &#8220;matlab&#8221;: {<\/span><\/div>\n<div style=\"border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: normal; color: #212121; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 12px; border: 0px none #212121;\"><span style=\"white-space: normal;\"> &#8220;command&#8221;: &#8220;\/Users\/mcrouche\/.matlab\/agentic-toolkits\/bin\/matlab-mcp-core-server&#8221;,<\/span><\/div>\n<div style=\"border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: normal; color: #212121; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 12px; border: 0px none #212121;\"><span style=\"white-space: normal;\"> &#8220;args&#8221;: [<\/span><\/div>\n<div style=\"border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: normal; color: #212121; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 12px; border: 0px none #212121;\"><span style=\"white-space: normal;\"> &#8220;&#8211;matlab-root=\/Applications\/MATLAB_R2026a.app&#8221;,<\/span><\/div>\n<div style=\"border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: normal; color: #212121; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 12px; border: 0px none #212121;\"><span style=\"white-space: normal;\"> &#8220;&#8211;initial-working-folder=\/Users\/mcrouche\/localSandbox&#8221;,<\/span><\/div>\n<div style=\"border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: normal; color: #212121; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 12px; border: 0px none #212121;\"><span style=\"white-space: normal;\"> &#8220;&#8211;matlab-session-mode=auto&#8221;,<\/span><\/div>\n<div style=\"border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: normal; color: #212121; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 12px; border: 0px none #212121;\"><\/div>\n<div style=\"border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: normal; color: #212121; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 12px; border: 0px none #212121;\"><span style=\"white-space: normal;\"> ]<\/span><\/div>\n<div style=\"border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: normal; color: #212121; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 12px; border: 0px none #212121;\"><span style=\"white-space: normal;\"> },<\/span><\/div>\n<div style=\"border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: normal; color: #212121; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 12px; border: 0px none #212121;\"><span style=\"white-space: normal;\"> &#8220;filesystem&#8221;: {<\/span><\/div>\n<div style=\"border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: normal; color: #212121; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 12px; border: 0px none #212121;\"><span style=\"white-space: normal;\"> &#8220;command&#8221;: &#8220;\/usr\/local\/bin\/node&#8221;,<\/span><\/div>\n<div style=\"border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: normal; color: #212121; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 12px; border: 0px none #212121;\"><span style=\"white-space: normal;\"> &#8220;args&#8221;: [<\/span><\/div>\n<div style=\"border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: normal; color: #212121; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 12px; border: 0px none #212121;\"><span style=\"white-space: normal;\"> &#8220;\/usr\/local\/lib\/node_modules\/@modelcontextprotocol\/server-filesystem\/dist\/index.js&#8221;,<\/span><\/div>\n<div style=\"border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: normal; color: #212121; font-family: Menlo, Monaco, Consolas, 'Courier New', monospace; font-size: 12px; border: 0px none #212121;\"><span style=\"white-space: normal;\"> &#8220;\/Users\/mcrouche\/localSandbox&#8221;<\/span><\/div>\n<div style=\"border-radius: 0px; 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text-align: left;\"><span class=\"_richTextNode\">\u3053\u306e\u30b5\u30a4\u30ba\u306e\u30e2\u30c7\u30eb\u3067\u3082\u60f3\u50cf\u4ee5\u4e0a\u306b\u591a\u304f\u306e\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u305c\u3072\u8a66\u3057\u3066\u307f\u3066\u3001\u3069\u3093\u306a\u5177\u5408\u3060\u3063\u305f\u304b\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: normal; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><\/div>\n<\/div>\n<p><script type=\"text\/javascript\">var css = '._richTextNode {white-space: break-spaces;}'; var head = document.head || document.getElementsByTagName('head')[0], style = document.createElement('style'); head.appendChild(style); style.type = 'text\/css'; if (style.styleSheet){ style.styleSheet.cssText = css; } else { style.appendChild(document.createTextNode(css)); }<\/script><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<div class=\"overview-image\"><img decoding=\"async\"  class=\"img-responsive\" src=\"http:\/\/blogs.mathworks.com\/matlab\/files\/2026\/06\/localAgentMac_1.gif\" onError=\"this.style.display ='none';\" \/><\/div>\n<p>\n\u203b\u3053\u306e\u6295\u7a3f\u306f 2026 \u5e74 6 \u6708 15 \u65e5\u306b  The MATLAB Blog \u3078 \u6295\u7a3f\u3055\u308c\u305f\u3082\u306e\u306e\u6284\u8a33\u3067\u3059\u3002<br \/>\n&#8212;<\/p>\n<p>\u4eca\u5e74\u306e1\u6708\u306b 128GB \u306e NVIDIA DGX Spark \u4e0a\u3067 1200\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\u306e LLM \u3092\u52d5\u304b\u3057\u3001\u305d\u308c\u3092 MATLAB \u306b\u63a5\u7d9a\u3059\u308b\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002\u79c1\u306e\u540c\u50da\u3067\u3042\u308b Abhijit Bhattacharjee&#8230; <a class=\"read-more\" href=\"https:\/\/blogs.mathworks.com\/japan-community\/2026\/06\/18\/running-local-agentic-ai-workflows-with-matlab-on-a-16gb-macbook-pro-with-lm-studio-and-gemma-4-jp\/\">read more >><\/a><\/p>\n","protected":false},"author":159,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[182,61,193],"tags":[],"_links":{"self":[{"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/posts\/14676"}],"collection":[{"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/users\/159"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/comments?post=14676"}],"version-history":[{"count":8,"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/posts\/14676\/revisions"}],"predecessor-version":[{"id":14692,"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/posts\/14676\/revisions\/14692"}],"wp:attachment":[{"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/media?parent=14676"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/categories?post=14676"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.mathworks.com\/japan-community\/wp-json\/wp\/v2\/tags?post=14676"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}