{"id":7246,"date":"2025-09-27T23:23:42","date_gmt":"2025-09-27T23:23:42","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=7246"},"modified":"2025-09-27T23:23:42","modified_gmt":"2025-09-27T23:23:42","slug":"fastmcp%e3%81%a7mcp%e3%82%a2%e3%83%97%e3%83%aa%e3%82%92%e6%a7%8b%e7%af%89%e3%81%97%e3%81%a6%e9%81%8a%e3%82%93%e3%81%a7%e3%81%bf%e3%82%8b-iimon-tech-blog","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/7246\/","title":{"rendered":"FastMCP\u3067MCP\u30a2\u30d7\u30ea\u3092\u69cb\u7bc9\u3057\u3066\u904a\u3093\u3067\u307f\u308b &#8211; iimon TECH BLOG"},"content":{"rendered":"\n<\/p>\n<div>\n<h3 id=\"\u306f\u3058\u3081\u306b\">\u306f\u3058\u3081\u306b<\/h3>\n<p>\u3053\u3093\u306b\u3061\u306f\uff01\uff49\uff49\uff4d\uff4f\uff4e\u3067\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u3057\u3066\u3044\u308b\u3072\u304c\u3067\u3059\uff01<br 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\/>\u305f\u3060\u7981\u9152\u306f\u7121\u7406\u305d\u3046\u3067\u3059\uff01\u30d3\u30fc\u30eb\u304c\u3059\u3053\u3076\u308b\u597d\u304d\u3067\u3059\uff01\uff01\u3042\u3068\u732b\u3082\u597d\u304d\u3067\u3059\uff01\uff01<\/p>\n<p>\u3068\u3044\u3046\u3053\u3068\u3067\u3001\u4eca\u56de\u306fFastMCP\u3092\u4f7f\u3063\u3066\u7c21\u5358\u306b<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/MCP\">MCP<\/a>\u30b5\u30fc\u30d0\u3092\u7acb\u3066\u3066<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/API\">API<\/a>\u3068AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u6a5f\u80fd\u3092\u4f5c\u3063\u3066\u904a\u3093\u3067\u307f\u3088\u3046\u3068\u601d\u3044\u307e\u3059\uff01<\/p>\n<h3 id=\"MCP\u3068\u306f\"><a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/MCP\">MCP<\/a>\u3068\u306f<\/h3>\n<p>FastMCP\u3067\u904a\u3076\u524d\u306b\u3001\u307e\u305a\u306f<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/MCP\">MCP<\/a>\u3068\u3044\u3046\u8a00\u8449\u306b\u3064\u3044\u3066\u78ba\u8a8d\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<br \/><a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/MCP\">MCP<\/a>\u306fModel Context Protocol\u306e\u7565\u3067\u3001\u7c21\u5358\u306b\u3044\u3046\u3068Claude\u3084ChatGPT\u306a\u3069\u306eAI\u30a2\u30d7\u30ea\uff08LLM\u3084\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff09\u3068\u5916\u90e8\u30b7\u30b9\u30c6\u30e0\uff08<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/API\">API<\/a>\u306a\u3069\uff09\u3092\u7e4b\u3052\u308b\u305f\u3081\u306e<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%AA%A1%BC%A5%D7%A5%F3%A5%BD%A1%BC%A5%B9\">\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9<\/a>\u306a\u898f\u683c\u3067\u3059\u3002AI\u306e\u30e2\u30c7\u30eb\u3084\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u591a\u7a2e\u591a\u69d8\u306a\u306e\u3067\u672c\u6765\u3067\u3042\u308c\u3070\u305d\u308c\u305e\u308c\u306b\u5bfe\u5fdc\u3057\u305f\u69cb\u7bc9\u3084\u7d71\u5408\u4f5c\u696d\u306a\u3069\u3092\u884c\u3046\u624b\u9593\u304c\u767a\u751f\u3059\u308b\u306e\u3067\u3059\u304c\u3001<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/MCP\">MCP<\/a>\u3068\u3044\u3046\u4e00\u3064\u306e\u898f\u683c\u3092\u8a2d\u3051\u308b\u3053\u3068\u3067\u305d\u306e\u624b\u9593\u3092\u7701\u3044\u3066\u7c21\u5358\u306bAI\u30a2\u30d7\u30ea\u3068\u5916\u90e8\u30b7\u30b9\u30c6\u30e0\u3092\u7e4b\u3044\u3067\u4fbf\u5229\u306a\u6a5f\u80fd\u3092\u7d20\u65e9\u304f\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u795e\u3067\u3059\u306d\uff01\u305d\u306e\u7279\u5fb4\u304b\u3089\u300cAI\u7528\u306eUSB-C\u30dd\u30fc\u30c8\u300d\u307f\u305f\u3044\u306a\u611f\u3058\u3067\u6bd4\u55a9\u3055\u308c\u305f\u308a\u3057\u3066\u307e\u3059\u3002\uff08USB\u3082\u8272\u3005\u306a\u30c7<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%D0%A5%A4%A5%B9\">\u30d0\u30a4\u30b9<\/a>\u306b\u63a5\u7d9a\u3057\u3066\u30c7\u30fc\u30bf\u9023\u643a\u3057\u305f\u308a\u5145\u96fb\u3057\u305f\u308a\u3067\u304d\u307e\u3059\u3088\u306d\uff09<br \/>\u305d\u306e<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/MCP\">MCP<\/a>\u3092\u901a\u3058\u3066AI\u3092\u6d3b\u7528\u3057\u305f\u6a5f\u80fd\u3092\u516c\u958b\u3059\u308b\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u3053\u3068\u3092<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/MCP\">MCP<\/a>\u30b5\u30fc\u30d0\u3068\u547c\u3093\u3060\u308a\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%D5%A5%A1%A5%A4%A5%EB%A5%B7%A5%B9%A5%C6%A5%E0\">\u30d5\u30a1\u30a4\u30eb\u30b7\u30b9\u30c6\u30e0<\/a>\u306e\u64cd\u4f5c\u3084\u30c7\u30fc\u30bf\u30af\u30a8\u30ea\u306e\u767a\u884c\u3001git\u3084slack\u306a\u3069\u306e\u5916\u90e8<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/API\">API<\/a>\u3068\u9023\u643a\u3057\u3066AI\u304c\u81ea\u52d5\u3067\u4ed5\u4e8b\u3059\u308b\u3088\u3046\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3067\u304d\u305f\u308a\u3057\u307e\u3059\u3002<br \/>\u305d\u3093\u306a<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/MCP\">MCP<\/a>\u30b5\u30fc\u30d0\u306b\u306f\u6b21\u306e3\u3064\u306e\u30b3\u30a2\u306a\u8981\u7d20\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><span style=\"color: #1464b3\">\u30ea\u30bd\u30fc\u30b9<\/span><br \/>\u30d5\u30a1\u30a4\u30eb\u3084DB\u306a\u3069\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u60c5\u5831\uff08\u30ea\u30bd\u30fc\u30b9\uff09\u3092\u516c\u958b\u3057\u3001AI\u30a2\u30d7\u30ea\u304c\u305d\u308c\u3089\u306e\u60c5\u5831\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002LLM\u5411\u3051\u306eGet\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u307f\u305f\u3044\u306b\u8868\u73fe\u3055\u308c\u305f\u308a\u3057\u307e\u3059\u3002<br \/><span style=\"color: #1464b3\">\u30c4\u30fc\u30eb<\/span><br \/>LLM\u304c\u547c\u3073\u51fa\u3059\u3053\u3068\u306e\u3067\u304d\u308b\u95a2\u6570\u3092\u6307\u3057\u307e\u3059\u3002DB\u64cd\u4f5c\u3084\u5916\u90e8<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/API\">API<\/a>\u306e\u547c\u3073\u51fa\u3057\u3001\u30d5\u30a1\u30a4\u30eb\u64cd\u4f5c\u306a\u3069\u81ea\u7531\u306b\u30ed\u30b8\u30c3\u30af\u3092\u7d44\u3093\u3060\u95a2\u6570\u3092\u7528\u610f\u3057\u3066LLM\u306b\u4f7f\u3063\u3066\u3082\u3089\u3048\u308b\u3088\u3046\u306b\u3067\u304d\u307e\u3059\u3002<br \/><span style=\"color: #1464b3\">\u30d7\u30ed\u30f3\u30d7\u30c8<\/span><br \/>\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u3042\u3089\u304b\u3058\u3081\u5165\u529b\u306a\u3069\u3092\u30d1\u30bf\u30fc\u30f3\uff08\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\uff09\u5316\u3057\u3001LLM\u304c\u305d\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u5185\u5bb9\u306b\u95a2\u3059\u308b\u51e6\u7406\u3092\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u81ea\u7531\u306a<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%BC%AB%C1%B3%B8%C0%B8%EC\">\u81ea\u7136\u8a00\u8a9e<\/a>\u3067\u306e\u6307\u793a\u3068\u306f\u7570\u306a\u308a\u3001\u3042\u308b\u7a0b\u5ea6\u69cb\u9020\u5316\u3055\u308c\u305f\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u7528\u610f\u3059\u308b\u3053\u3068\u3067\u660e\u793a\u7684\u306a\u6a5f\u80fd\u3092\u5229\u7528\u8005\u306b\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/MCP\">MCP<\/a>\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u65b9\u306f\u516c\u5f0f\u30b5\u30a4\u30c8\u3092\u8997\u3044\u3066\u307f\u308b\u3068\u9762\u767d\u3044\u304b\u3082\u3067\u3059\u3002<br \/><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/k\/khiga10\/20250926\/20250926093349.png\" width=\"1200\" height=\"497\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><br \/>\n\u5f15\u7528\uff1aWhat is the Model Context Protocol (<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/MCP\">MCP<\/a>)?<br \/>\n<iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fmodelcontextprotocol.io%2Fdocs%2Fgetting-started%2Fintro\" title=\"What is the Model Context Protocol (MCP)? - Model Context Protocol\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/modelcontextprotocol.io\/docs\/getting-started\/intro\">modelcontextprotocol.io<\/a><\/cite><\/p>\n<p>FastMCP\u306f\u305d\u306e<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/MCP\">MCP<\/a>\u30b5\u30fc\u30d0\u3092\u624b\u8efd\u306b\u7acb\u3066\u308b\u3053\u3068\u304c\u3067\u304d\u308bPythonic\u306a<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%D5%A5%EC%A1%BC%A5%E0%A5%EF%A1%BC%A5%AF\">\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/a>\u3067\u3059\u3002\u305d\u306e\u540d\u306e\u793a\u3059\u901a\u308aFastAPI\uff08<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Python\">Python<\/a>\u3067\u7c21\u5358\u306bWeb <a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/API\">API<\/a>\u3092\u7acb\u3066\u3089\u308c\u308b<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%D5%A5%EC%A1%BC%A5%E0%A5%EF%A1%BC%A5%AF\">\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/a>\uff09\u3068\u306e\u9023\u643a\u3082\u30b9\u30e0\u30fc\u30ba\u306b\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u305f\u308a\u3057\u307e\u3059\u3002<br \/><span style=\"color: #dd830c\">\u9762\u5012\u304f\u3055\u304c\u308a\u306a\u7b46\u8005\u306b\u3068\u3063\u3066\u306f\u795e\u306e\u3088\u3046\u306a<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%D5%A5%EC%A1%BC%A5%E0%A5%EF%A1%BC%A5%AF\">\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/a>\u3067\u3059\uff01\uff01\uff01<\/span><br \/>\u4eca\u56de\u306f<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/API\">API<\/a>\u3068AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u6a5f\u80fd\u3092\u898b\u3066\u3044\u304d\u305f\u3044\u306e\u3067\u3001\u30c4\u30fc\u30eb\u3092\u4e3b\u8ef8\u306bFastMCP\u3067\u904a\u3093\u3067\u3044\u3053\u3046\u3068\u601d\u3044\u307e\u3059\uff01<\/p>\n<h3 id=\"FastMCP\u3067\u904a\u3093\u3067\u307f\u308b\">FastMCP\u3067\u904a\u3093\u3067\u307f\u308b<\/h3>\n<p>\u3067\u306f\u3067\u306f\u65e9\u901fFastMCP\u3067\u904a\u3093\u3067\u3044\u304d\u307e\u3057\u3087\u3046\u3002<br \/>\u3061\u306a\u307f\u306b\u4eca\u56de\u306e\u8a18\u4e8b\u3067\u3054\u7d39\u4ecb\u3059\u308b<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%BD%A1%BC%A5%B9%A5%B3%A1%BC%A5%C9\">\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9<\/a>\u306f\u4e0b\u8a18\u3067\u5c55\u958b\u3057\u3066\u3044\u307e\u3059\u3002<br \/><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fgithub.com%2Fhigak926%2Ffastmcp-demo\" title=\"GitHub - higak926\/fastmcp-demo: the fastmcp demo repository.\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/github.com\/higak926\/fastmcp-demo\">github.com<\/a><\/cite><\/p>\n<p>\u307e\u305a\u306fFastMCP\u306e\u516c\u5f0f\u306b\u5f93\u3044\u3001\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3057\u3066\u3044\u304d\u307e\u3059\u3002<br \/><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fgithub.com%2Fjlowin%2Ffastmcp\" title=\"GitHub - jlowin\/fastmcp: \ud83d\ude80 The fast, Pythonic way to build MCP servers and clients\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/github.com\/jlowin\/fastmcp\">github.com<\/a><\/cite><br \/>\u516c\u5f0f\u3067\u306fuv\u3068\u3044\u3046\u30d1\u30c3\u30b1\u30fc\u30b8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u306e\u3067\u3001\u6700\u521d\u306buv\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<br \/>\uff08<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/mac\">mac<\/a>\u3084<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/linux\">linux<\/a>\u3092\u3054\u5229\u7528\u306e\u65b9\u306f\u4e0b\u8a18\u306e\u30b3\u30de\u30f3\u30c9\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u308b\u304b\u3068\u601d\u3044\u307e\u3059\uff09<br \/><code>curl -LsSf https:\/\/astral.sh\/uv\/install.sh | sh<\/code><br \/>\u672c\u6765\u306f\u305d\u3053\u304b\u3089fastmcp\u3092uv\u3067pip install\u3057\u305f\u308a\u3057\u3066\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u69cb\u7bc9\u3057\u3066\u3044\u304f\u306e\u3067\u3059\u304c\u3001\u4eca\u56de\u306f\u3042\u3089\u304b\u3058\u3081\u7528\u610f\u3057\u305f\u4e0a\u8a18\u306e<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%BD%A1%BC%A5%B9%A5%B3%A1%BC%A5%C9\">\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9<\/a>\u3092\u5229\u7528\u3059\u308b\u305f\u3081\u5272\u611b\u3057\u307e\u3059\u3002<br \/>\uff08\u3054\u8208\u5473\u306e\u3042\u308b\u65b9\u306f\u516c\u5f0f\u306e\u624b\u9806\u306b\u5f93\u3044\u304a\u8a66\u3057\u304f\u3060\u3055\u3044\u3002\uff09<\/p>\n<p>FastMCP\u3092\u5229\u7528\u3059\u308b\u306b\u3042\u305f\u308a\u3001\u4f55\u304b\u3057\u3089\u306eLLM\u30e2\u30c7\u30eb\u3084\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u4eca\u56de\u306fGemini <a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/API\">API<\/a>\u3092\u4f7f\u304a\u3046\u3068\u601d\u3044\u307e\u3059\u3002<br \/>\nGemini <a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/API\">API<\/a>\u3092\u5229\u7528\u3059\u308b\u306b\u306f<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/API\">API<\/a>\u30ad\u30fc\u3092\u767a\u884c\u3057\u3066<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%B4%C4%B6%AD%CA%D1%BF%F4\">\u74b0\u5883\u5909\u6570<\/a>\u306b\u8a2d\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u306e\u3067\u3001Gemini <a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/API\">API<\/a>\u306e\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u5f93\u3044\u8a2d\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fai.google.dev%2Fgemini-api%2Fdocs%2Fapi-key%3Fhl%3Dja\" title=\"Gemini API \u30ad\u30fc\u3092\u4f7f\u7528\u3059\u308b \u00a0|\u00a0 Google AI for Developers\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/ai.google.dev\/gemini-api\/docs\/api-key?hl=ja\">ai.google.dev<\/a><\/cite><br \/>\uff08<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/mac\">mac<\/a>\u306e<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/zsh\">zsh<\/a>\u3092\u304a\u4f7f\u3044\u3067\u3042\u308c\u3070.zshrc\u306b<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/API\">API<\/a>\u30ad\u30fc\u3092\u8a2d\u5b9a\u3059\u308c\u3070\u3044\u3051\u308b\u304b\u3068\u601d\u3044\u307e\u3059\uff09<br \/><code>export GEMINI_API_KEY=<your_api_key_here\/><\/code><\/p>\n<p>\u307e\u305f\u3001FastMCP\u3067<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/MCP\">MCP<\/a>\u30b5\u30fc\u30d0\u3092\u7acb\u3066\u305f\u3042\u3068\u306b<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/GUI\">GUI<\/a>\u30d9\u30fc\u30b9\u3067\u7c21\u5358\u306b\u64cd\u4f5c\u3067\u304d\u308b\u3088\u3046\u306bmcptools\u3068\u3044\u3046\u30e9\u30a4\u30d6\u30e9\u30ea\u3082\u4f7f\u3048\u308b\u3088\u3046\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002<br \/><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fgithub.com%2Ff%2Fmcptools\" title=\"GitHub - f\/mcptools: A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/github.com\/f\/mcptools\">github.com<\/a><\/cite><br \/>\uff08<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Mac\">Mac<\/a>\u3067\u3042\u308c\u3070\u4e0b\u8a18\u306e\u30b3\u30de\u30f3\u30c9\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3059\uff09<\/p>\n<pre class=\"code\" data-lang=\"\" data-unlink=\"\">brew tap f\/mcptools\nbrew install mcp<\/pre>\n<p>\u3053\u3053\u307e\u3067\u6e96\u5099\u3067\u304d\u305f\u3089\u65e9\u901f<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/MCP\">MCP<\/a>\u30b5\u30fc\u30d0\u3092\u7acb\u3061\u4e0a\u3052\u3066\u52d5\u4f5c\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\uff01<br \/>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u76f4\u4e0b\u3067\u4e0b\u8a18\u306e\u30b3\u30de\u30f3\u30c9\u3092\u305f\u305f\u304f\u3068\u30ed\u30fc\u30ab\u30eb\u30db\u30b9\u30c8\u3067<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/MCP\">MCP<\/a>\u30b5\u30fc\u30d0\u304c\u7acb\u3061\u4e0a\u304c\u308a\u307e\u3059\u3002<br \/><code>uv run main.py<\/code><br \/>\u3055\u3089\u306b\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3092\u305f\u305f\u304f\u3068mcptools\u3092\u8d77\u52d5\u3057\u3001\u30d6\u30e9\u30a6\u30b6\u304b\u3089<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/MCP\">MCP<\/a>\u30b5\u30fc\u30d0\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<br \/><code>mcp web http:\/\/127.0.0.1:8000\/sse<\/code><br \/>\u4e0b\u8a18\u306f\u30bf\u30fc\u30df\u30ca\u30eb\u304b\u3089\u30b3\u30de\u30f3\u30c9\u3092\u53e9\u3044\u305f\u7d50\u679c\u3067\u3059\u304c\u3001<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/localhost\">localhost<\/a>:41999\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3068<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/MCP\">MCP<\/a>\u30b5\u30fc\u30d0\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308bUI\u304c\u8868\u793a\u3055\u308c\u307e\u3059\uff01<br \/><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/k\/khiga10\/20250926\/20250926103527.png\" width=\"1200\" height=\"146\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><br \/>\u30d6\u30e9\u30a6\u30b6\u4e0a\u306e\u8868\u793a<br \/><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/k\/khiga10\/20250926\/20250926094830.png\" width=\"1200\" height=\"657\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><br \/>\u4eca\u56de\u306f\u4e0b\u8a185\u3064\u306e\u6a5f\u80fd\u3092\u7528\u610f\u3057\u3066\u307f\u305f\u306e\u3067\u3001\u4e00\u3064\u305a\u3064\u307f\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<br \/>beer\u3001dice\u3001scraping\u3001user_fetch\u3001analyze_user_income<\/p>\n<p>beer\uff08\u95a2\u6570\u306e\u5b9a\u7fa9\u30d5\u30a1\u30a4\u30eb: beer.py\uff09<br \/>\u3053\u3061\u3089\u306f\u30d3\u30fc\u30eb\u304c\u98f2\u307f\u305f\u3044\u3068\u3044\u3046\u4e00\u5fc3\u306e\u30b3\u30e1\u30f3\u30c8\u3092\u8fd4\u3059\u3060\u3051\u306e\u6a5f\u80fd\u3092Gemini\u304c\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\u3053\u3093\u306a\u611f\u3058\u3067FastMCP\u3092\u4f7f\u3046\u3053\u3068\u3067\u7c21\u5358\u306b<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/MCP\">MCP<\/a>\u30b5\u30fc\u30d0\u306e\u30c4\u30fc\u30eb\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\uff08\u30b7\u30f3\u30d7\u30eb\u3067\u3059\u306d\uff01\uff09<br \/><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/k\/khiga10\/20250926\/20250926095033.png\" width=\"750\" height=\"468\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><br \/>\n<span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/k\/khiga10\/20250926\/20250926095043.png\" width=\"1104\" height=\"488\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><br \/>\n\u3055\u3063\u305d\u304f\u8cea\u554f\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u98f2\u307f\u305f\u3044\u3082\u306e\u3092\u805e\u304f\u3068\u30d3\u30fc\u30eb\u304c\u98f2\u307f\u305f\u3044\u3068\u7b54\u3048\u3066\u304f\u308c\u307e\u3059\u3002\uff08\u304a\u53cb\u9054\u306b\u306a\u308c\u305d\u3046\u3067\u3059\uff09<br \/><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/k\/khiga10\/20250926\/20250926095127.png\" width=\"1200\" height=\"583\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><br \/>\n\u307b\u304b\u306b\u98f2\u307f\u305f\u3044\u3082\u306e\u3092\u805e\u3044\u3066\u307f\u3066\u3082\u3084\u306f\u308a\u30d3\u30fc\u30eb\u304c\u98f2\u307f\u305f\u3044\u305d\u3046\u3067\u3059\uff08\u3068\u3066\u3082\u304a\u53cb\u9054\u306b\u306a\u308c\u305d\u3046\u3067\u3059\uff09<br \/><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/k\/khiga10\/20250926\/20250926095141.png\" width=\"1200\" height=\"578\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>dice\uff08\u95a2\u6570\u306e\u5b9a\u7fa9\u30d5\u30a1\u30a4\u30eb: dice.py\uff09<br \/>\u6b21\u306f\u30c0\u30a4\u30b9\u306e\u6a5f\u80fd\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<br \/>\n\u3053\u3061\u3089\u306f1\u304b\u30896\u307e\u3067\u306e\u6570\u5b57\u3092\u6307\u5b9a\u3057\u3066\u30c0\u30a4\u30b9\u3092\u632f\u3063\u3066\u3082\u3089\u3063\u3066\u7d50\u679c\u3092\u6559\u3048\u3066\u3082\u3089\u3046\u3068\u3044\u3046\u6a5f\u80fd\u3067\u3059\u3002<br \/>\n\uff08beer\u3068\u540c\u69d8\u306b\u7c21\u5358\u306b\u8a2d\u5b9a\u3057\u3066\u3044\u308b\u306e\u3067\u3001\u30bd\u30fc\u30b9\u306e\u753b\u50cf\u306f\u5272\u611b\u3057\u307e\u3059\uff09<br \/><a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/python\">python<\/a>\u306erandom\u3092\u4f7f\u3063\u305f\u7c21\u5358\u306a\u6a5f\u80fd\u3067\u3059\u304c\u3001\u3053\u306e\u3053\u3068\u304b\u3089<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/python\">python<\/a>\u3067\u7d44\u307f\u7acb\u3066\u305f\u6a5f\u80fd\u3068AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/k\/khiga10\/20250926\/20250926095219.png\" width=\"1200\" height=\"646\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>scraping\uff08\u95a2\u6570\u306e\u5b9a\u7fa9\u30d5\u30a1\u30a4\u30eb: scraping.py\uff09<br \/>\u6b21\u306f<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%B9%A5%AF%A5%EC%A5%A4%A5%D4%A5%F3%A5%B0\">\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0<\/a>\u6a5f\u80fd\u306b\u3064\u3044\u3066\u898b\u3066\u3044\u304d\u307e\u3059\u3002<br \/>\n<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%B9%A5%AF%A5%EC%A5%A4%A5%D4%A5%F3%A5%B0\">\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0<\/a>\u306f\u30b5\u30a4\u30c8\u306b\u3088\u3063\u3066\u7981\u6b62\u3055\u308c\u3066\u308b\u3082\u306e\u304c\u591a\u304b\u3063\u305f\u308a\u3059\u308b\u306e\u3067\u3001\u4eca\u56de\u306f<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%B9%A5%AF%A5%EC%A5%A4%A5%D4%A5%F3%A5%B0\">\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0<\/a>\u7528\u306e\u7c21\u5358\u306a\u30b5\u30a4\u30c8\u3092\u7528\u610f\u3057\u307e\u3057\u305f\u3002<br \/>\n<span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/k\/khiga10\/20250926\/20250926095559.png\" width=\"1200\" height=\"661\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><br \/>\n<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%B9%A5%AF%A5%EC%A5%A4%A5%D4%A5%F3%A5%B0\">\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0<\/a>\u6a5f\u80fd\u3067\u306fa\u30bf\u30b0\u304b\u3089\u30ea\u30f3\u30af\u5148\u3068\u30c6\u30ad\u30b9\u30c8\u3092\u6458\u51fa\u3057\u3066<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/CSV\">CSV<\/a>\u306b\u66f8\u304d\u51fa\u3059\u51e6\u7406\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<br \/>\n\u901a\u5e38\u306eGemini\u3092\u5229\u7528\u3057\u3066<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%B9%A5%AF%A5%EC%A5%A4%A5%D4%A5%F3%A5%B0\">\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0<\/a>\u3057\u3066<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/CSV\">CSV<\/a>\u306e\u51fa\u529b\u3082\u51fa\u6765\u306f\u3059\u308b\u306e\u3067\u3059\u304c\u3001\u51fa\u529b\u306e\u9805\u76ee\u306b\u629c\u3051\u6f0f\u308c\u304c\u3042\u3063\u305f\u308a\u610f\u56f3\u3057\u306a\u3044\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u51fa\u529b\u3055\u308c\u305f\u308a\u3059\u308b\u306e\u3067\u3001\u305d\u306e\u8fba\u308a\u306e\u51e6\u7406\u3092\u67d4\u8edf\u306b\u610f\u56f3\u3057\u305f\u3082\u306e\u3067\u5b9f\u73fe\u3059\u308b\u306b\u306f\u3042\u308b\u7a0b\u5ea6<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/API\">API<\/a>\u3068\u3057\u3066\u30ed\u30b8\u30c3\u30af\u3092\u7d44\u3080\u3053\u3068\u306f\u3068\u3066\u3082\u6709\u52b9\u3060\u3068\u601d\u3044\u307e\u3059\u3002<br \/>\n<span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/k\/khiga10\/20250926\/20250926095616.png\" width=\"1200\" height=\"658\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/k\/khiga10\/20250926\/20250926095624.png\" width=\"1164\" height=\"556\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>user_fetch\uff08\u95a2\u6570\u306e\u5b9a\u7fa9\u30d5\u30a1\u30a4\u30eb: user_fetch.py\uff09<br \/>user_fetch\u306f\u5916\u90e8<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/API\">API<\/a>\u3068AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u30d1\u30bf\u30fc\u30f3\u3067\u3059\u3002<br \/>\nJSONPlaceholder\u3068\u3044\u3046\u30c0\u30df\u30fc\u306e\u30e6\u30fc\u30b6\u30fc\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u5916\u90e8<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/API\">API<\/a>\u304c\u3042\u308b\u306e\u3067\u3059\u304c\u3001\u4eca\u56de\u306f\u305d\u3061\u3089\u306e\u30e6\u30fc\u30b6\u30fcID\u3092\u6307\u5b9a\u3057\u3066<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/API\">API<\/a>\u3092\u53e9\u3044\u3066\u30e6\u30fc\u30b6\u30fc\u30c7\u30fc\u30bf\u3092<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/sqlite\">sqlite<\/a>\u306b\u4fdd\u5b58\u3059\u308b\u3068\u3044\u3046\u4e00\u9023\u306e\u6d41\u308c\u3092\u5b9f\u88c5\u3057\u3066\u307f\u307e\u3057\u305f\u3002<br \/>\n<iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fjsonplaceholder.typicode.com%2F\" title=\"JSONPlaceholder - Free Fake REST API\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/jsonplaceholder.typicode.com\/\">jsonplaceholder.typicode.com<\/a><\/cite><br \/>\n<span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/k\/khiga10\/20250926\/20250926095718.png\" width=\"1200\" height=\"658\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/k\/khiga10\/20250926\/20250926095725.png\" width=\"1200\" height=\"729\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>analyze_user_income\uff08\u95a2\u6570\u306e\u5b9a\u7fa9\u30d5\u30a1\u30a4\u30eb: analyze_user_income.py\uff09<br \/>analyze_user_income\u3067\u306f<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/sqlite\">sqlite<\/a>\u306b\u4fdd\u5b58\u3055\u308c\u305f\u60c5\u5831\u3092\u3082\u3068\u306b\u5206\u6790\u3059\u308b\u6a5f\u80fd\u3092AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u6301\u305f\u305b\u3066\u3044\u307e\u3059\u3002<br \/>\n\u3053\u306e\u3088\u3046\u306b\u3001\u30c7\u30fc\u30bf\u306e\u78ba\u4fdd\u306a\u3069\u306f\u65e2\u5b58\u306e<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/API\">API<\/a>\u3067\u3084\u308a\u3064\u3064\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u306f\u7279\u5b9a\u306e\u51e6\u7406\u3060\u3051\u3092\u5b9f\u884c\u3057\u3066\u3082\u3089\u3046\u307f\u305f\u3044\u306a\u611f\u3058\u3067\u30e1\u30ea\u30cf\u30ea\u3092\u3064\u3051\u3066\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/k\/khiga10\/20250926\/20250926095900.png\" width=\"1200\" height=\"653\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>\u4ee5\u4e0a\u3001\u7c21\u5358\u306bFastMCP\u3067\u904a\u3093\u3067\u307f\u307e\u3057\u305f\u304c\u3001\u3053\u3053\u304b\u3089\u5c11\u3057\u6ce8\u610f\u70b9\u306b\u3064\u3044\u3066\u3082\u304a\u8a71\u3057\u3057\u3066\u304a\u304d\u307e\u3059\u3002<br \/>\n\u307e\u305a\u3001Gemini <a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/API\">API<\/a>\u306b\u3064\u3044\u3066\u3067\u3059\u304c\u3001\u3053\u3061\u3089\u306f\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u3068\u3044\u3046\u4fbf\u5229\u3055\u304c\u3042\u308b\u53cd\u9762\u3001\u6a5f\u5bc6\u60c5\u5831\u304c\u6d41\u51fa\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\u516c\u5f0f\u306e<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%CD%F8%CD%D1%B5%AC%CC%F3\">\u5229\u7528\u898f\u7d04<\/a>\u306b\u3082\u8a18\u8f09\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u6c7a\u3057\u3066\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u306a\u60c5\u5831\u3084\u6a5f\u5bc6\u60c5\u5831\u306f\u9001\u4fe1\u3057\u306a\u3044\u3088\u3046\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n<span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/k\/khiga10\/20250926\/20250926100134.png\" width=\"1200\" height=\"734\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><br \/>\u307e\u305f\u3001FastMCP\u306f\u307e\u3060\u307e\u3060\u82e5\u3044\u30b5\u30fc\u30d3\u30b9\u306a\u306e\u3067\u3001\u4eca\u5f8c\u3082\u6fc0\u3057\u3044\u5909\u5316\u304c\u3042\u308b\u3068\u601d\u3044\u307e\u3059\u3002<br \/>\n\u307b\u304b\u306e<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/MCP\">MCP<\/a>\u30b5\u30fc\u30d0\u5411\u3051\u306e\u30b5\u30fc\u30d3\u30b9\u3082\u305d\u3046\u3067\u3059\u304c\u3001\u6700\u65b0\u60c5\u5831\u306b\u3064\u3044\u3066\u306f\u5f15\u304d\u7d9a\u304d\u30a6\u30a9\u30c3\u30c1\u3057\u3066\u3044\u304f\u5fc5\u8981\u304c\u3042\u308a\u305d\u3046\u3067\u3059\u3002<\/p>\n<p>\u6700\u5f8c\u306b\u3001\u7c21\u5358\u306b<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Google\">Google<\/a>\u306e<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/ADK\">ADK<\/a>\u306b\u3064\u3044\u3066\u89e6\u308c\u3066\u304a\u304d\u307e\u3059\u3002<br \/><a target=\"_blank\" href=\"https:\/\/google.github.io\/adk-docs\/\">https:\/\/google.github.io\/adk-docs\/<\/a><br \/><a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/ADK\">ADK<\/a>\u306fAgent Development Kit\u306e\u7565\u3067AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u958b\u767a\u3084\u516c\u958b\u3092\u67d4\u8edf\u306b\u5b9f\u73fe\u3067\u304d\u308b<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%D5%A5%EC%A1%BC%A5%E0%A5%EF%A1%BC%A5%AF\">\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/a>\u3067\u3059\u3002<br \/>\nLLM\u306fGemini, GPT-4o, Claude Sonnet\u306a\u3069\u30de\u30eb\u30c1\u306b\u67d4\u8edf\u306b\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\u307e\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u540c\u58eb\u306e\u3084\u308a\u53d6\u308a\u3092\u5b9f\u73fe\u3059\u308bA2A Protocol\uff08<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Google\">Google<\/a>\u304c\u63d0\u5531\u3059\u308b\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u540c\u58eb\u306e\u9023\u643a\u3092\u30b9\u30e0\u30fc\u30ba\u306b\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u898f\u683c\uff09\u306a\u3069\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u5b9f\u7528\u7684\u3067\u591a\u7a2e\u591a\u69d8\u306a\u6a5f\u80fd\u3092\u7d20\u65e9\u304f\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\n\uff08FastMCP\u3068\u540c\u69d8\u306b\uff09\u30c4\u30fc\u30eb\u306e\u95a2\u6570\u3092\u4f5c\u6210\u3057\u3066AI\u3092\u7e4b\u3052\u3066\u4fbf\u5229\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u305f\u308a\u3001\u30bb\u30ad\u30e5\u30a2\u306b\u52d5\u4f5c\u3092\u5236\u5fa1\u3057\u3066\u5b89\u5168\u306bAI\u3092\u7528\u3044\u305f\u6a5f\u80fd\uff08\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\uff09\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<br \/>\u500b\u4eba\u7684\u306b\u6c17\u306b\u306a\u3063\u3066\u3044\u308b\u306e\u304c\u4eba\u9593\u306e\u884c\u52d5\u5c65\u6b74\u304c\u30c7\u30fc\u30bf\u5206\u6790\u3067\u91cd\u5b9d\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u3001AI\u306e\u884c\u52d5\u5c65\u6b74\u3082\u4fa1\u5024\u304c\u51fa\u3066\u304d\u305d\u3046\uff08AI\u304c<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/PDCA\">PDCA<\/a>\u56de\u305b\u308b\u3088\u3046\u306b\u3082\u306a\u308a\u307e\u3059\u3057\uff09\u306a\u306e\u3067\u3001\u305d\u306e\u3042\u305f\u308a\u306e\u57fa\u76e4\u3092\u6574\u3048\u3066AI\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3092\u8caf\u3081\u308b\u72b6\u6cc1\u3082\u51fa\u3066\u304f\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n<p>\u6b63\u76f4\u306b\u8a00\u3063\u3066\u3067\u304d\u308b\u3053\u3068\u304c\u591a\u3059\u304e\u3066\u6df7\u4e71\u3057\u307e\u3059\u304c\u3001\u4eca\u5f8c\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u4fa1\u5024\u3092\u51fa\u3057\u3066\u3044\u304f\u306b\u306f\u3053\u306e\u3042\u305f\u308a\u306eAI\u3092\u6d3b\u7528\u3057\u305f\u6a5f\u80fd\u306e\u958b\u767a\u30b9\u30ad\u30eb\uff08\u307e\u305f\u306f\u30bb\u30f3\u30b9\uff09\u3082\u5fc5\u8981\u306b\u306a\u3063\u3066\u304f\u308b\u306e\u304b\u306a\u3068\u601d\u3046\u3053\u306e\u9803\u3067\u3057\u305f\u3002<\/p>\n<h3 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