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{"id":14381,"date":"2025-12-09T12:01:00","date_gmt":"2025-12-09T03:01:00","guid":{"rendered":"https:\/\/taskhub.jp\/?post_type=useful&p=14381"},"modified":"2025-12-05T08:55:45","modified_gmt":"2025-12-04T23:55:45","slug":"rag-mcp","status":"publish","type":"useful","link":"https:\/\/taskhub.jp\/?useful=rag-mcp","title":{"rendered":"RAG\u3068MCP\u306e\u9055\u3044\u3068\u306f\uff1fAI\u958b\u767a\u306b\u304a\u3051\u308b\u95a2\u4fc2\u6027\u3068\u300c\u4f7f\u3044\u5206\u3051\u300d\u306e\u6b63\u89e3"},"content":{"rendered":"\n

\u300c\u793e\u5185\u30c7\u30fc\u30bf\u3092AI\u306b\u9023\u643a\u3055\u305b\u305f\u3044\u3051\u308c\u3069\u3001RAG\u3068MCP\u306e\u3069\u3061\u3089\u3092\u9078\u3079\u3070\u3044\u3044\u306e\u304b\u5206\u304b\u3089\u306a\u3044\u300d<\/p>\n\n\n\n

\u300c\u6700\u8fd1\u3088\u304f\u805e\u304fMCP\u306f\u3001\u3053\u308c\u307e\u3067\u306eRAG\u30b7\u30b9\u30c6\u30e0\u3092\u4e0d\u8981\u306b\u3059\u308b\u3082\u306e\u306a\u306e\uff1f\u300d<\/p>\n\n\n\n

\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u305f\u958b\u767a\u73fe\u5834\u306b\u304a\u3044\u3066\u3001\u3053\u306e\u3088\u3046\u306a\u7591\u554f\u3092\u6301\u3064\u30a8\u30f3\u30b8\u30cb\u30a2\u3084PM\u306e\u65b9\u304c\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u308c\u307e\u3067\u306f\u5916\u90e8\u30c7\u30fc\u30bf\u3092AI\u306b\u53c2\u7167\u3055\u305b\u308b\u624b\u6cd5\u3068\u3057\u3066RAG\u4e00\u629e\u3060\u3063\u305f\u3082\u306e\u304c\u3001MCP\uff08Model Context Protocol\uff09\u306e\u767b\u5834\u306b\u3088\u308a\u3001\u9078\u629e\u80a2\u3084\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u8003\u3048\u65b9\u304c\u5927\u304d\u304f\u5909\u308f\u308a\u3064\u3064\u3042\u308b\u304b\u3089\u3067\u3059\u3002<\/p>\n\n\n\n

\u672c\u8a18\u4e8b\u3067\u306f\u3001RAG\u3068MCP\u306e\u6c7a\u5b9a\u7684\u306a\u9055\u3044\u3001\u305d\u308c\u305e\u308c\u306e\u4ed5\u7d44\u307f\u3001\u305d\u3057\u3066\u6700\u5f37\u306e\u7d44\u307f\u5408\u308f\u305b\u65b9\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

AI\u958b\u767a\u306e\u6700\u524d\u7dda\u3067\u6280\u8853\u652f\u63f4\u3092\u884c\u3063\u3066\u3044\u308b\u5f0a\u793e\u304c\u30012025\u5e74\u6642\u70b9\u3067\u306e\u6700\u65b0\u30c8\u30ec\u30f3\u30c9\u3092\u8e0f\u307e\u3048\u3066\u3001\u5b9f\u52d9\u3067\u4f7f\u3048\u308b\u77e5\u8b58\u306e\u307f\u3092\u53b3\u9078\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

\u3053\u308c\u304b\u3089\u81ea\u793e\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u4e0a\u3067\u3001\u3069\u306e\u6280\u8853\u3092\u63a1\u7528\u3059\u3079\u304d\u304b\u304c\u660e\u78ba\u306b\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u305c\u3072\u6700\u5f8c\u307e\u3067\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

RAG\u3068MCP\u306e\u57fa\u672c\uff1a\u305d\u308c\u305e\u308c\u306e\u5f79\u5272\u3092\u6b63\u3057\u304f\u7406\u89e3\u3059\u308b<\/h2>\n\n\n\n

AI\u958b\u767a\u306b\u304a\u3044\u3066\u300c\u30c7\u30fc\u30bf\u9023\u643a\u300d\u306f\u6700\u3082\u91cd\u8981\u306a\u30c6\u30fc\u30de\u3067\u3059\u3002<\/p>\n\n\n\n

\u3057\u304b\u3057\u3001RAG\u3068MCP\u306f\u89e3\u6c7a\u3057\u3088\u3046\u3068\u3057\u3066\u3044\u308b\u8ab2\u984c\u306e\u30ec\u30a4\u30e4\u30fc\u304c\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u307e\u305a\u306f\u3001\u305d\u308c\u305e\u308c\u306e\u6280\u8853\u304c\u3069\u306e\u3088\u3046\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u308b\u306e\u304b\u3001\u57fa\u672c\u7684\u306a\u5b9a\u7fa9\u3068\u4ed5\u7d44\u307f\u3092\u6574\u7406\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

\u4e21\u8005\u306e\u9055\u3044\u3092\u660e\u78ba\u306b\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u306b\u304a\u3051\u308b\u9069\u5207\u306a\u4f7f\u3044\u5206\u3051\u304c\u898b\u3048\u3066\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u30e1\u30ea\u30c3\u30c8<\/h3>\n\n\n\n

RAG\uff08Retrieval-Augmented Generation\uff09\u306f\u3001LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u304c\u5b66\u7fd2\u3057\u3066\u3044\u306a\u3044\u5916\u90e8\u306e\u77e5\u8b58\u3092\u691c\u7d22\u3057\u3001\u305d\u306e\u60c5\u5831\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u542b\u3081\u308b\u3053\u3068\u3067\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u300c\u624b\u6cd5\u300d\u306e\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n

\u57fa\u672c\u7684\u306b\u306f\u3001\u793e\u5185\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084\u30de\u30cb\u30e5\u30a2\u30eb\u306a\u3069\u306e\u81a8\u5927\u306a\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u300c\u30d9\u30af\u30c8\u30eb\u5316\u300d\u3057\u3066\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u4fdd\u5b58\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u306b\u95a2\u9023\u3059\u308b\u90e8\u5206\u3060\u3051\u3092\u62bd\u51fa\u3057\u3066AI\u306b\u6e21\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

RAG\u306e\u6700\u5927\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306e\u6271\u3044\u306b\u9577\u3051\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n

\u4f8b\u3048\u3070\u3001PDF\u306e\u30de\u30cb\u30e5\u30a2\u30eb\u3001\u904e\u53bb\u306e\u8b70\u4e8b\u9332\u3001Slack\u306e\u4f1a\u8a71\u30ed\u30b0\u306a\u3069\u3001\u5f62\u5f0f\u304c\u5b9a\u307e\u3063\u3066\u3044\u306a\u3044\u5927\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u4e2d\u304b\u3089\u3001\u6587\u8108\u7684\u306b\u8fd1\u3044\u60c5\u5831\u3092\u63a2\u3057\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\u307e\u305f\u3001LLM\u81ea\u4f53\u3092\u518d\u5b66\u7fd2\uff08\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff09\u3055\u305b\u308b\u5fc5\u8981\u304c\u306a\u3044\u305f\u3081\u3001\u60c5\u5831\u306e\u66f4\u65b0\u304c\u5bb9\u6613\u3067\u3042\u308b\u70b9\u3082\u5927\u304d\u306a\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n

\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u4e2d\u8eab\u3092\u5dee\u3057\u66ff\u3048\u308b\u3060\u3051\u3067\u3001AI\u306f\u6700\u65b0\u306e\u60c5\u5831\u3092\u5143\u306b\u56de\u7b54\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u5f93\u6765\u306eAI\u958b\u767a\u3067\u306f\u3001\u3053\u306eRAG\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304c\u3001\u793e\u5185\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u3067\u3057\u305f\u3002<\/p>\n\n\n\n

\u3053\u3061\u3089\u306fRAG\u306e\u6982\u5ff5\u3092\u63d0\u5531\u3057\u305fLewis\u3089\u306b\u3088\u308b\u57fa\u790e\u8ad6\u6587\u3067\u3059\u3002\u6280\u8853\u7684\u306a\u539f\u70b9\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u65b9\u306f\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 https:\/\/arxiv.org\/abs\/2005.11401<\/a><\/p>\n\n\n\n

MCP\uff08Model Context Protocol\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u30e1\u30ea\u30c3\u30c8<\/h3>\n\n\n\n

MCP\uff08Model Context Protocol\uff09\u306f\u3001AI\u30e2\u30c7\u30eb\u3068\u5916\u90e8\u306e\u30c7\u30fc\u30bf\u3084\u30c4\u30fc\u30eb\u3092\u63a5\u7d9a\u3059\u308b\u305f\u3081\u306e\u300c\u5171\u901a\u898f\u683c\uff08\u30d7\u30ed\u30c8\u30b3\u30eb\uff09\u300d\u3067\u3059\u3002<\/p>\n\n\n\n

Anthropic\u793e\u306b\u3088\u3063\u3066\u63d0\u5531\u3055\u308c\u3001\u73fe\u5728\u3067\u306f\u591a\u304f\u306eAI\u30c4\u30fc\u30eb\u3084\u30a8\u30c7\u30a3\u30bf\u3067\u63a1\u7528\u3055\u308c\u3066\u3044\u308b\u30aa\u30fc\u30d7\u30f3\u6a19\u6e96\u3067\u3059\u3002<\/p>\n\n\n\n

\u3053\u308c\u307e\u3067\u306eAI\u958b\u767a\u3067\u306f\u3001Google Drive\u306b\u7e4b\u3050\u306a\u3089Google\u306eAPI\u3001Slack\u306b\u7e4b\u3050\u306a\u3089Slack\u306eAPI\u3068\u3044\u3063\u305f\u3088\u3046\u306b\u3001\u305d\u308c\u305e\u308c\u306e\u30b5\u30fc\u30d3\u30b9\u306b\u5408\u308f\u305b\u3066\u500b\u5225\u306e\u63a5\u7d9a\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u66f8\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

\u3057\u304b\u3057\u3001MCP\u3068\u3044\u3046\u5171\u901a\u306e\u898f\u683c\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u4e00\u5ea6\u300cMCP\u30b5\u30fc\u30d0\u30fc\u300d\u3092\u7528\u610f\u3059\u308c\u3070\u3001Claude Desktop\u3084Cursor\u3001VSCode\u306a\u3069\u3001MCP\u306b\u5bfe\u5fdc\u3057\u305f\u3042\u3089\u3086\u308b\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u304b\u3089\u540c\u3058\u3088\u3046\u306b\u30c7\u30fc\u30bf\u3078\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

MCP\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u63a5\u7d9a\u306e\u6a19\u6e96\u5316\u3068\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u5e83\u3055\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u5358\u306b\u30c6\u30ad\u30b9\u30c8\u3092\u8aad\u3080\u3060\u3051\u3067\u306a\u304f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u30af\u30a8\u30ea\u5b9f\u884c\u3001\u30ed\u30fc\u30ab\u30eb\u30d5\u30a1\u30a4\u30eb\u306e\u64cd\u4f5c\u3001\u5916\u90e8API\u3092\u901a\u3058\u305f\u30a2\u30af\u30b7\u30e7\u30f3\u306a\u3069\u3001AI\u304c\u300c\u5b9f\u884c\u300d\u3067\u304d\u308b\u7bc4\u56f2\u3092\u5b89\u5168\u304b\u3064\u7c21\u5358\u306b\u62e1\u5f35\u3067\u304d\u308b\u70b9\u304c\u9769\u65b0\u7684\u3067\u3059\u3002<\/p>\n\n\n\n

\u3053\u3061\u3089\u306fAnthropic\u793e\u306b\u3088\u308bMCP\u306e\u516c\u5f0f\u7d39\u4ecb\u8a18\u4e8b\u3067\u3059\u3002\u958b\u767a\u306e\u80cc\u666f\u3084\u76ee\u6307\u3059\u30d3\u30b8\u30e7\u30f3\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u65b9\u306f\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 https:\/\/www.anthropic.com\/news\/model-context-protocol<\/a><\/p>\n\n\n\n

\u306a\u305c\u4eca\u300cRAG\u300d\u3068\u300cMCP\u300d\u304c\u6bd4\u8f03\u3055\u308c\u3066\u3044\u308b\u306e\u304b<\/h3>\n\n\n\n

\u672c\u6765\u3001RAG\u306f\u300c\u30d1\u30bf\u30fc\u30f3\uff08\u624b\u6cd5\uff09\u300d\u3067\u3042\u308a\u3001MCP\u306f\u300c\u30d7\u30ed\u30c8\u30b3\u30eb\uff08\u898f\u683c\uff09\u300d\u3067\u3042\u308b\u305f\u3081\u3001\u3053\u308c\u3089\u306f\u5bfe\u7acb\u3059\u308b\u6982\u5ff5\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n

\u3057\u304b\u3057\u3001\u73fe\u5834\u3067\u6bd4\u8f03\u691c\u8a0e\u3055\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u306e\u306f\u3001\u3069\u3061\u3089\u3082\u300cAI\u306b\u5916\u90e8\u30c7\u30fc\u30bf\u3092\u4e0e\u3048\u3066\u8ce2\u304f\u3059\u308b\u300d\u3068\u3044\u3046\u76ee\u7684\u304c\u540c\u3058\u3060\u304b\u3089\u3067\u3059\u3002<\/p>\n\n\n\n

\u7279\u306b\u3001MCP\u30b5\u30fc\u30d0\u30fc\u306e\u4e2d\u306b\u300c\u691c\u7d22\u6a5f\u80fd\u300d\u3092\u6301\u305f\u305b\u308b\u3053\u3068\u3067\u3001MCP\u7d4c\u7531\u3067RAG\u306e\u3088\u3046\u306a\u6319\u52d5\u3092\u5b9f\u73fe\u3067\u304d\u308b\u305f\u3081\u3001\u5883\u754c\u7dda\u304c\u66d6\u6627\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u307e\u305f\u3001\u958b\u767a\u8005\u306b\u3068\u3063\u3066\u306f\u300c\u81ea\u524d\u3067Python\u30b3\u30fc\u30c9\u3092\u66f8\u3044\u3066RAG\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u4f5c\u308b\u300d\u306e\u304b\u3001\u300c\u65e2\u5b58\u306eMCP\u30b5\u30fc\u30d0\u30fc\u3092\u5229\u7528\u3057\u3066\u30c7\u30fc\u30bf\u63a5\u7d9a\u3092\u884c\u3046\u300d\u306e\u304b\u3068\u3044\u3046\u3001\u5b9f\u88c5\u5de5\u6570\u306e\u89b3\u70b9\u3067\u306e\u6bd4\u8f03\u3082\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

2025\u5e74\u306e\u73fe\u5728\u3001GPT-5\u306e\u3088\u3046\u306a\u9ad8\u5ea6\u306a\u63a8\u8ad6\u80fd\u529b\u3092\u6301\u3064\u30e2\u30c7\u30eb\u304c\u767b\u5834\u3057\u3001AI\u5074\u3067\u51e6\u7406\u3067\u304d\u308b\u30bf\u30b9\u30af\u304c\u5897\u3048\u305f\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u63a5\u7d9a\u306e\u65b9\u6cd5\u8ad6\u3082\u518d\u5b9a\u7fa9\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u6b21\u7ae0\u3067\u306f\u3001\u3053\u306e\u4e21\u8005\u304c\u4e92\u3044\u306b\u3069\u3046\u95a2\u4fc2\u3057\u3001\u3069\u3046\u4f7f\u3044\u5206\u3051\u308b\u3079\u304d\u304b\u3092\u6df1\u6398\u308a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u3010\u5fb9\u5e95\u6bd4\u8f03\u3011MCP\u306fRAG\u306e\u4ee3\u308f\u308a\u306b\u306a\u308b\u306e\u304b\uff1f<\/h2>\n\n\n\n

\u300cMCP\u3092\u4f7f\u3048\u3070\u3001\u3082\u3046\u9762\u5012\u306aRAG\u69cb\u7bc9\u306f\u3057\u306a\u304f\u3066\u3044\u3044\u300d\u3068\u3044\u3046\u610f\u898b\u3082\u805e\u304b\u308c\u307e\u3059\u304c\u3001\u305d\u308c\u306f\u534a\u5206\u6b63\u89e3\u3067\u534a\u5206\u9593\u9055\u3044\u3067\u3059\u3002<\/p>\n\n\n\n

MCP\u306fRAG\u3092\u5b8c\u5168\u306b\u7f6e\u304d\u63db\u3048\u308b\u3082\u306e\u3067\u306f\u306a\u304f\u3001RAG\u306e\u5b9f\u88c5\u65b9\u6cd5\u3092\u9032\u5316\u3055\u305b\u308b\u3082\u306e\u3060\u3068\u6349\u3048\u308b\u306e\u304c\u6b63\u78ba\u3067\u3059\u3002<\/p>\n\n\n\n

\u3053\u3053\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\u3084\u5f97\u610f\u5206\u91ce\u306e\u9055\u3044\u304b\u3089\u3001\u4e21\u8005\u306e\u95a2\u4fc2\u6027\u3092\u6c7a\u5b9a\u3065\u3051\u307e\u3059\u3002<\/p>\n\n\n\n

\u3069\u3061\u3089\u304b\u4e00\u65b9\u3092\u9078\u3076\u306e\u3067\u306f\u306a\u304f\u3001\u9069\u6750\u9069\u6240\u3067\u7d44\u307f\u5408\u308f\u305b\u308b\u8996\u70b9\u3092\u6301\u3064\u3053\u3068\u304c\u6210\u529f\u306e\u9375\u3067\u3059\u3002<\/p>\n\n\n\n

\u6c7a\u5b9a\u7684\u306a\u9055\u3044\u306f\u300c\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\u300d\u3068\u300c\u63a5\u7d9a\u306e\u6a19\u6e96\u5316\u300d<\/h3>\n\n\n\n

RAG\u3068MCP\u306e\u6700\u5927\u306e\u9055\u3044\u306f\u3001\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n

\u5f93\u6765\u306eRAG\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u4e8b\u524d\u306b\u30c7\u30fc\u30bf\u3092\u30c1\u30e3\u30f3\u30af\uff08\u5c0f\u5206\u3051\uff09\u3057\u3001\u30d9\u30af\u30c8\u30eb\u5316\u3057\u3066\u4fdd\u5b58\u3059\u308b\u3068\u3044\u3046\u300c\u524d\u51e6\u7406\u300d\u304c\u5fc5\u8981\u4e0d\u53ef\u6b20\u3067\u3057\u305f\u3002<\/p>\n\n\n\n

\u30e6\u30fc\u30b6\u30fc\u304c\u8cea\u554f\u3057\u305f\u77ac\u9593\u306b\u691c\u7d22\u304c\u8d70\u308b\u3082\u306e\u306e\u3001\u691c\u7d22\u5bfe\u8c61\u306f\u3042\u304f\u307e\u3067\u4e8b\u524d\u306b\u6e96\u5099\u3055\u308c\u305f\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u3067\u3059\u3002<\/p>\n\n\n\n

\u4e00\u65b9\u3001MCP\u306f\u300c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u63a5\u7d9a\u300d\u306b\u4e3b\u773c\u3092\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

AI\u304c\u5fc5\u8981\u3060\u3068\u5224\u65ad\u3057\u305f\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306bSQL\u3092\u6295\u3052\u305f\u308a\u3001API\u3092\u53e9\u3044\u3066\u6700\u65b0\u306e\u5728\u5eab\u72b6\u6cc1\u3092\u78ba\u8a8d\u3057\u305f\u308a\u3068\u3001\u751f\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3078\u76f4\u63a5\u30a2\u30af\u30bb\u30b9\u3057\u306b\u884c\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\u307e\u305f\u3001RAG\u306f\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u6307\u3059\u3053\u3068\u304c\u591a\u3044\u306e\u306b\u5bfe\u3057\u3001MCP\u306f\u305d\u306e\u63a5\u7d9a\u90e8\u5206\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u4ed5\u69d8\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u3064\u307e\u308a\u3001\u300cMCP\u3068\u3044\u3046\u898f\u683c\u3092\u4f7f\u3063\u3066\u3001RAG\u3068\u3044\u3046\u4ed5\u7d44\u307f\u3092\u4f5c\u308b\u300d\u3053\u3068\u3082\u5341\u5206\u306b\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n

\u3053\u306e\u968e\u5c64\u306e\u9055\u3044\u3092\u7406\u89e3\u3057\u3066\u3044\u306a\u3044\u3068\u3001\u7121\u610f\u5473\u306a\u6bd4\u8f03\u8b70\u8ad6\u306b\u9665\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u3061\u3089\u306fMCP\u306e\u6280\u8853\u7684\u306a\u4ed5\u69d8\u306b\u3064\u3044\u3066\u307e\u3068\u3081\u305f\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u3059\u3002\u30d7\u30ed\u30c8\u30b3\u30eb\u306e\u8a73\u7d30\u306a\u69cb\u9020\u306b\u3064\u3044\u3066\u78ba\u8a8d\u3057\u305f\u3044\u65b9\u306f\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 https:\/\/modelcontextprotocol.io\/specification\/2025-06-18<\/a><\/p>\n\n\n\n

RAG\u304c\u5f97\u610f\u306a\u3053\u3068\uff08\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u30fb\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\uff09<\/h3>\n\n\n\n

RAG\u304c\u4f9d\u7136\u3068\u3057\u3066\u512a\u4f4d\u6027\u3092\u6301\u3063\u3066\u3044\u308b\u306e\u306f\u3001\u6570\u4e07\u30da\u30fc\u30b8\u306b\u53ca\u3076\u3088\u3046\u306a\u300c\u5927\u898f\u6a21\u306a\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u300d\u306e\u691c\u7d22\u3067\u3059\u3002<\/p>\n\n\n\n

\u4f8b\u3048\u3070\u3001\u5168\u793e\u898f\u5b9a\u3001\u904e\u53bb\u6570\u5e74\u5206\u306e\u6280\u8853\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3001\u88fd\u54c1\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u5168\u3066\u3092AI\u306b\u53c2\u7167\u3055\u305b\u305f\u3044\u5834\u5408\u3001\u3053\u308c\u3089\u3092\u3059\u3079\u3066\u751f\u306e\u30c6\u30ad\u30b9\u30c8\u3068\u3057\u3066\u6bce\u56de\u8aad\u307f\u8fbc\u307e\u305b\u308b\u306e\u306f\u30b3\u30b9\u30c8\u7684\u306b\u3082\u901f\u5ea6\u7684\u306b\u3082\u73fe\u5b9f\u7684\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n

\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3092\u7528\u3044\u305fRAG\u3067\u3042\u308c\u3070\u3001\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u306e\u4e2d\u304b\u3089\u300c\u610f\u5473\u7684\u306b\u95a2\u9023\u3059\u308b\u90e8\u5206\u300d\u3060\u3051\u3092\u9ad8\u901f\u306b\u62bd\u51fa\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\u30ad\u30fc\u30ef\u30fc\u30c9\u304c\u4e00\u81f4\u3057\u3066\u3044\u306a\u304f\u3066\u3082\u3001\u6587\u8108\u304c\u4f3c\u3066\u3044\u308b\u60c5\u5831\u3092\u63a2\u3057\u51fa\u305b\u308b\u306e\u306f\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u306e\u5f37\u307f\u3067\u3059\u3002<\/p>\n\n\n\n

GPT-5\u306e\u3088\u3046\u306a\u6700\u65b0\u30e2\u30c7\u30eb\u306f\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\uff08\u6271\u3048\u308b\u6587\u5b57\u6570\uff09\u304c\u975e\u5e38\u306b\u5927\u304d\u3044\u3067\u3059\u304c\u3001\u305d\u308c\u3067\u3082\u4f01\u696d\u5168\u4f53\u306e\u30ca\u30ec\u30c3\u30b8\u3092\u5168\u3066\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u5165\u308c\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n\n\n\n

\u60c5\u5831\u306e\u300c\u9078\u5225\u300d\u3068\u3044\u3046\u30d7\u30ed\u30bb\u30b9\u306b\u304a\u3044\u3066\u3001RAG\u306e\u6280\u8853\u306f\u4eca\u5f8c\u3082\u4e0d\u53ef\u6b20\u306a\u8981\u7d20\u3067\u3042\u308a\u7d9a\u3051\u307e\u3059\u3002<\/p>\n\n\n\n

MCP\u304c\u5f97\u610f\u306a\u3053\u3068\uff08\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u30fb\u30b7\u30b9\u30c6\u30e0\u64cd\u4f5c\uff09<\/h3>\n\n\n\n

MCP\u304c\u5727\u5012\u7684\u306a\u5f37\u307f\u3092\u767a\u63ee\u3059\u308b\u306e\u306f\u3001\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u3084\u3001\u30c4\u30fc\u30eb\u3068\u3057\u3066\u306e\u64cd\u4f5c\u304c\u5fc5\u8981\u306a\u30b7\u30fc\u30f3\u3067\u3059\u3002<\/p>\n\n\n\n

\u4f8b\u3048\u3070\u3001\u300c\u73fe\u5728\u306e\u30b5\u30fc\u30d0\u30fc\u306eCPU\u4f7f\u7528\u7387\u3092\u78ba\u8a8d\u3057\u3066\u300d\u3084\u300c\u7279\u5b9a\u306eID\u3092\u6301\u3064\u9867\u5ba2\u306e\u76f4\u8fd1\u306e\u6ce8\u6587\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3066\u300d\u3068\u3044\u3063\u305f\u30bf\u30b9\u30af\u3067\u3059\u3002<\/p>\n\n\n\n

\u3053\u308c\u3089\u306f\u4e8b\u524d\u306e\u30d9\u30af\u30c8\u30eb\u5316\u306b\u306f\u5411\u304d\u307e\u305b\u3093\u3002<\/p>\n\n\n\n

\u523b\u4e00\u523b\u3068\u6570\u5024\u304c\u5909\u308f\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u30b7\u30b9\u30c6\u30e0\u3078\u554f\u3044\u5408\u308f\u305b\u308b\u5fc5\u8981\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002<\/p>\n\n\n\n

MCP\u3092\u4f7f\u7528\u3059\u308c\u3070\u3001AI\u306b\u5bfe\u3057\u3066\u300c\u3053\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u3048\u3070DB\u306b\u63a5\u7d9a\u3067\u304d\u308b\u300d\u3068\u3044\u3046\u5b9a\u7fa9\uff08\u30ea\u30bd\u30fc\u30b9\u3084\u30c4\u30fc\u30eb\uff09\u3092\u4e0e\u3048\u308b\u3060\u3051\u3067\u3001AI\u304c\u81ea\u5f8b\u7684\u306b\u30af\u30a8\u30ea\u3092\u4f5c\u6210\u3057\u3001\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3066\u56de\u7b54\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u307e\u305f\u3001\u5358\u306b\u60c5\u5831\u3092\u8aad\u3080\u3060\u3051\u3067\u306a\u304f\u3001\u300c\u30ab\u30ec\u30f3\u30c0\u30fc\u306b\u4e88\u5b9a\u3092\u5165\u308c\u308b\u300d\u300c\u30d5\u30a1\u30a4\u30eb\u3092\u66f8\u304d\u63db\u3048\u308b\u300d\u3068\u3044\u3063\u305f\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u4f34\u3046\u5834\u5408\u3082\u3001MCP\u306e\u72ec\u58c7\u5834\u3067\u3059\u3002<\/p>\n\n\n\n

RAG\u306f\u300c\u8aad\u3080\u300d\u3053\u3068\u306b\u7279\u5316\u3057\u3066\u3044\u307e\u3059\u304c\u3001MCP\u306f\u300c\u4f7f\u3046\u300d\u3053\u3068\u307e\u3067\u3092\u542b\u3093\u3060\u30d7\u30ed\u30c8\u30b3\u30eb\u3060\u304b\u3089\u3067\u3059\u3002<\/p>\n\n\n\n

\u7d50\u8ad6\uff1aMCP\u306fRAG\u3092\u300c\u7f6e\u304d\u63db\u3048\u308b\u300d\u306e\u3067\u306f\u306a\u304f\u300c\u5f37\u5316\u300d\u3059\u308b<\/h3>\n\n\n\n

\u7d50\u8ad6\u3068\u3057\u3066\u3001MCP\u306f\u5f93\u6765\u306eRAG\u30b7\u30b9\u30c6\u30e0\u3092\u7f6e\u304d\u63db\u3048\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n

\u3080\u3057\u308d\u3001RAG\u30b7\u30b9\u30c6\u30e0\u306e\u4e00\u90e8\u3092MCP\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u30b7\u30b9\u30c6\u30e0\u3092\u3088\u308a\u67d4\u8edf\u3067\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3057\u3084\u3059\u3044\u3082\u306e\u306b\u5f37\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\u4f8b\u3048\u3070\u3001\u3053\u308c\u307e\u3067\u306fRAG\u306e\u305f\u3081\u306b\u5c02\u7528\u306e\u691c\u7d22API\u3092\u81ea\u4f5c\u3057\u3066\u3044\u305f\u90e8\u5206\u3092\u3001MCP\u30b5\u30fc\u30d0\u30fc\u3068\u3057\u3066\u5b9f\u88c5\u3057\u76f4\u3059\u30b1\u30fc\u30b9\u304c\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u305d\u3046\u3059\u308b\u3053\u3068\u3067\u3001\u305d\u306e\u691c\u7d22\u6a5f\u80fd\u3092\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3060\u3051\u3067\u306a\u304f\u3001IDE\uff08\u7d71\u5408\u958b\u767a\u74b0\u5883\uff09\u3084\u4ed6\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304b\u3089\u3082\u5171\u901a\u3057\u3066\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u300c\u77e5\u8b58\u306e\u691c\u7d22\u306fRAG\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3001\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u63a5\u7d9a\u306fMCP\u3067\u884c\u3046\u300d<\/p>\n\n\n\n

\u3053\u308c\u304c\u30012025\u5e74\u306b\u304a\u3051\u308b\u6700\u3082\u6a19\u6e96\u7684\u3067\u5f37\u529b\u306a\u8a2d\u8a08\u601d\u60f3\u3067\u3059\u3002<\/p>\n\n\n\n

\u6b21\u306e\u7ae0\u3067\u306f\u3001MCP\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u5177\u4f53\u7684\u306b\u3069\u306e\u3088\u3046\u306a\u8ab2\u984c\u304c\u89e3\u6c7a\u3055\u308c\u308b\u306e\u304b\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

\u5f93\u6765\u306eRAG\u958b\u767a\u304c\u62b1\u3048\u3066\u3044\u305f\u8ab2\u984c\u3068MCP\u306b\u3088\u308b\u89e3\u6c7a<\/h2>\n\n\n\n

\u3053\u308c\u307e\u3067\u591a\u304f\u306e\u4f01\u696d\u304cRAG\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9\u306b\u6311\u6226\u3057\u3066\u304d\u307e\u3057\u305f\u304c\u3001\u904b\u7528\u30d5\u30a7\u30fc\u30ba\u3067\u591a\u304f\u306e\u8ab2\u984c\u306b\u76f4\u9762\u3057\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

\u958b\u767a\u30b3\u30b9\u30c8\u306e\u5897\u5927\u3084\u3001\u7cbe\u5ea6\u306e\u7dad\u6301\u3001\u305d\u3057\u3066\u9023\u643a\u5148\u306e\u5897\u52a0\u306b\u4f34\u3046\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u5730\u7344\u3067\u3059\u3002<\/p>\n\n\n\n

MCP\u306e\u5c0e\u5165\u306f\u3001\u3053\u3046\u3057\u305f\u300cRAG\u958b\u767a\u306e\u75b2\u308c\u300d\u3092\u89e3\u6d88\u3059\u308b\u7279\u52b9\u85ac\u3068\u306a\u308a\u5f97\u307e\u3059\u3002<\/p>\n\n\n\n

\u5177\u4f53\u7684\u306b\u3069\u306e\u3088\u3046\u306a\u8ab2\u984c\u304c\u3042\u308a\u3001MCP\u304c\u305d\u308c\u3092\u3069\u3046\u89e3\u6c7a\u3057\u3066\u304f\u308c\u308b\u306e\u304b\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u308c\u307e\u3067\u306e\u8ab2\u984c\uff1a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3054\u3068\u306e\u500b\u5225\u5b9f\u88c5\u304c\u5927\u5909<\/h3>\n\n\n\n

\u5f93\u6765\u306e\u958b\u767a\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304c\u5897\u3048\u308b\u305f\u3073\u306b\u300c\u3064\u306a\u304e\u8fbc\u307f\u300d\u306e\u30b3\u30fc\u30c9\u3092\u66f8\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

\u793e\u5185Wiki\u3068\u9023\u643a\u3057\u3001\u6b21\u306fNotion\u3068\u9023\u643a\u3057\u3001\u3055\u3089\u306b\u81ea\u793e\u306eSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u3082\u9023\u643a\u3057\u305f\u3044\u3068\u306a\u3063\u305f\u5834\u5408\u3001\u305d\u308c\u305e\u308c\u306eAPI\u4ed5\u69d8\u3092\u5b66\u7fd2\u3057\u3001\u500b\u5225\u306bPython\u3067\u9023\u643a\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u5b9f\u88c5\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n

\u3055\u3089\u306b\u3001\u305d\u308c\u305e\u308c\u306eAPI\u306e\u4ed5\u69d8\u5909\u66f4\u304c\u3042\u308c\u3070\u3001\u305d\u306e\u90fd\u5ea6\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u6a2a\u65ad\u3057\u3066\u691c\u7d22\u3055\u305b\u308b\u30ed\u30b8\u30c3\u30af\u3082\u8907\u96d1\u306b\u306a\u308a\u304c\u3061\u3067\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5de5\u6570\u304c\u3072\u305f\u3059\u3089\u300c\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u7dad\u6301\u300d\u306b\u5272\u304b\u308c\u3066\u3057\u307e\u3046\u3068\u3044\u3046\u554f\u984c\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

\u3053\u308c\u306fAI\u306e\u672c\u8cea\u7684\u306a\u4fa1\u5024\u3067\u3042\u308b\u300c\u63a8\u8ad6\u3084\u751f\u6210\u300d\u4ee5\u5916\u306e\u90e8\u5206\u3067\u3001\u591a\u5927\u306a\u30b3\u30b9\u30c8\u304c\u304b\u304b\u3063\u3066\u3044\u308b\u72b6\u614b\u3067\u3057\u305f\u3002<\/p>\n\n\n\n

\u3053\u308c\u307e\u3067\u306e\u8ab2\u984c\uff1a\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u306e\u5236\u9650\u3068\u7cbe\u5ea6\u306e\u58c1<\/h3>\n\n\n\n

RAG\u3067\u306f\u3001\u691c\u7d22\u3057\u3066\u53d6\u5f97\u3057\u305f\u30c6\u30ad\u30b9\u30c8\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u633f\u5165\u3057\u307e\u3059\u304c\u3001\u3053\u308c\u306b\u306f\u7269\u7406\u7684\u306a\u9650\u754c\u3084\u7cbe\u5ea6\u306e\u554f\u984c\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

\u691c\u7d22\u7cbe\u5ea6\u304c\u4f4e\u3044\u3068\u3001\u95a2\u4fc2\u306e\u306a\u3044\u60c5\u5831\u304c\u5927\u91cf\u306bAI\u306b\u6e21\u3055\u308c\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff08\u5618\u306e\u56de\u7b54\uff09\u306e\u539f\u56e0\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u307e\u305f\u30012025\u5e74\u73fe\u5728\u3001GPT-5\u306a\u3069\u306e\u30e2\u30c7\u30eb\u306f\u9577\u8003\u30e2\u30fc\u30c9\uff08Thinking\uff09\u3092\u642d\u8f09\u3057\u3001\u8907\u96d1\u306a\u63a8\u8ad6\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3057\u305f\u304c\u3001\u305d\u308c\u3067\u3082\u4e0d\u8981\u306a\u60c5\u5831\u3092\u5927\u91cf\u306b\u8aad\u307f\u8fbc\u307e\u305b\u308b\u3053\u3068\u306f\u3001\u63a8\u8ad6\u306e\u30ce\u30a4\u30ba\u306b\u306a\u308a\u3001\u304b\u3064API\u5229\u7528\u6599\u306e\u7121\u99c4\u9063\u3044\u306b\u3082\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u5f93\u6765\u306eRAG\u3067\u306f\u300c\u3068\u308a\u3042\u3048\u305a\u691c\u7d22\u3057\u3066\u4e0a\u4f4d\u306e\u6587\u7ae0\u3092\u5168\u90e8\u7a81\u3063\u8fbc\u3080\u300d\u3068\u3044\u3046\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u306a\u308a\u304c\u3061\u3067\u3001AI\u306b\u3068\u3063\u3066\u672c\u5f53\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3060\u3051\u3092\u6e21\u3059\u3068\u3044\u3046\u5236\u5fa1\u304c\u96e3\u3057\u3044\u5074\u9762\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

MCP\u306e\u89e3\u6c7a\u7b56\uff1a\u3042\u3089\u3086\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3078\u306e\u63a5\u7d9a\u3092\u300c\u5171\u901a\u5316\u300d\u3067\u304d\u308b<\/h3>\n\n\n\n

MCP\u3092\u5c0e\u5165\u3059\u308b\u6700\u5927\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u63a5\u7d9a\u306e\u62bd\u8c61\u5316\u3067\u3059\u3002<\/p>\n\n\n\n

\u4e00\u5ea6\u300cPostgreSQL\u7528\u306eMCP\u30b5\u30fc\u30d0\u30fc\u300d\u3084\u300cNotion\u7528\u306eMCP\u30b5\u30fc\u30d0\u30fc\u300d\u3092\u5c0e\u5165\u3057\u3066\u3057\u307e\u3048\u3070\u3001AI\u5074\uff08\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\uff09\u304b\u3089\u306f\u7d71\u4e00\u3055\u308c\u305f\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3067\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\u958b\u767a\u8005\u306f\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3054\u3068\u306b\u8907\u96d1\u306a\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u3092\u66f8\u304f\u5fc5\u8981\u304c\u306a\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u65e2\u5b58\u306eMCP\u30b5\u30fc\u30d0\u30fc\u3092\u5229\u7528\u3059\u308c\u3070\u3001\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u3092\u66f8\u304f\u3060\u3051\u3067\u9023\u643a\u304c\u5b8c\u4e86\u3059\u308b\u3053\u3068\u3055\u3048\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u308c\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u8ffd\u52a0\u304c\u5287\u7684\u306b\u7c21\u5358\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u4f01\u696d\u306f\u300cAI\u3068\u3069\u3046\u7e4b\u3050\u304b\u300d\u306b\u60a9\u3080\u6642\u9593\u3092\u6e1b\u3089\u3057\u3001\u300c\u3069\u306e\u30c7\u30fc\u30bf\u3092\u7e4b\u3050\u3079\u304d\u304b\u300d\u3068\u3044\u3046\u6226\u7565\u7684\u306a\u610f\u601d\u6c7a\u5b9a\u306b\u6642\u9593\u3092\u5272\u3051\u308b\u3088\u3046\u306b\u306a\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n

MCP\u306e\u89e3\u6c7a\u7b56\uff1a\u5fc5\u8981\u306a\u6642\u3060\u3051\u60c5\u5831\u3092\u53d6\u5f97\u3057\u3001\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3059\u308b<\/h3>\n\n\n\n

MCP\u3092\u5229\u7528\u3059\u308b\u3068\u3001AI\uff08LLM\uff09\u81ea\u8eab\u304c\u300c\u4eca\u3001\u3053\u306e\u60c5\u5831\u304c\u5fc5\u8981\u3060\u300d\u3068\u5224\u65ad\u3057\u305f\u6642\u306b\u3060\u3051\u3001\u7279\u5b9a\u306e\u30c4\u30fc\u30eb\uff08Tool\uff09\u3092\u547c\u3073\u51fa\u3057\u3066\u60c5\u5831\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u308c\u306f\u300cTool Use\u300d\u3084\u300cFunction Calling\u300d\u3068\u547c\u3070\u308c\u308b\u4ed5\u7d44\u307f\u3092\u6a19\u6e96\u5316\u3057\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n\n\n\n

\u4f8b\u3048\u3070\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u306b\u5bfe\u3057\u3066\u5373\u7b54\u3067\u304d\u308b\u5834\u5408\u306f\u5916\u90e8\u30a2\u30af\u30bb\u30b9\u3092\u884c\u308f\u305a\u3001\u6b63\u78ba\u306a\u6570\u5b57\u304c\u5fc5\u8981\u306a\u5834\u5408\u3060\u3051\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u53c2\u7167\u3059\u308b\u3068\u3044\u3063\u305f\u6319\u52d5\u304c\u81ea\u7136\u306b\u884c\u308f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

GPT-5\u306e\u3088\u3046\u306a\u9ad8\u6027\u80fd\u30e2\u30c7\u30eb\u306f\u3001\u3053\u306e\u300c\u9053\u5177\u3092\u4f7f\u3046\u5224\u65ad\u300d\u306e\u7cbe\u5ea6\u304c\u98db\u8e8d\u7684\u306b\u5411\u4e0a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u7d50\u679c\u3068\u3057\u3066\u3001\u5e38\u306b\u5927\u91cf\u306e\u53c2\u8003\u8cc7\u6599\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u542b\u3081\u308b\u5fc5\u8981\u304c\u306a\u304f\u306a\u308a\u3001\u30c8\u30fc\u30af\u30f3\u6d88\u8cbb\u91cf\u3092\u6291\u3048\u3064\u3064\u3001\u56de\u7b54\u306e\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u5fc5\u8981\u306a\u6642\u306b\u3001\u5fc5\u8981\u306a\u5206\u3060\u3051\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u3002<\/p>\n\n\n\n

\u3053\u306e\u30b9\u30de\u30fc\u30c8\u306a\u9023\u643a\u3053\u305d\u304cMCP\u306e\u771f\u9aa8\u9802\u3067\u3059\u3002<\/p>\n\n\n\n

RAG\u3068MCP\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u6700\u5f37\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/h2>\n\n\n\n

\u3053\u3053\u307e\u3067\u306e\u89e3\u8aac\u3067\u3001RAG\u3068MCP\u306f\u7af6\u5408\u3059\u308b\u3082\u306e\u3067\u306f\u306a\u304f\u3001\u88dc\u5b8c\u3057\u5408\u3046\u95a2\u4fc2\u3067\u3042\u308b\u3053\u3068\u304c\u304a\u5206\u304b\u308a\u3044\u305f\u3060\u3051\u305f\u304b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u3067\u306f\u3001\u5b9f\u969b\u306b\u3053\u308c\u3089\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u5834\u5408\u3001\u3069\u306e\u3088\u3046\u306a\u69cb\u6210\u306b\u306a\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n

\u3053\u3053\u304b\u3089\u306f\u3001\u5b9f\u52d9\u3067\u63a1\u7528\u3055\u308c\u3066\u3044\u308b\u5177\u4f53\u7684\u306a\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

2025\u5e74\u306e\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u3068\u3082\u8a00\u3048\u308b\u3001\u62e1\u5f35\u6027\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u4e21\u7acb\u3057\u305f\u69cb\u6210\u6848\u3067\u3059\u3002<\/p>\n\n\n\n

MCP\u30b5\u30fc\u30d0\u30fc\u3092\u4f7f\u3063\u3066\u5916\u90e8\u77e5\u8b58\uff08\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\uff09\u306b\u63a5\u7d9a\u3059\u308b<\/h3>\n\n\n\n

\u6700\u3082\u57fa\u672c\u7684\u306a\u69cb\u6210\u306f\u3001\u65e2\u5b58\u306e\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\uff08Notion\u3001Google Drive\u3001Confluence\u306a\u3069\uff09\u3078\u306e\u63a5\u7d9a\u3092MCP\u30b5\u30fc\u30d0\u30fc\u7d4c\u7531\u3067\u884c\u3046\u30d1\u30bf\u30fc\u30f3\u3067\u3059\u3002<\/p>\n\n\n\n

\u3053\u308c\u3089\u306e\u30b5\u30fc\u30d3\u30b9\u306f\u3059\u3067\u306b\u516c\u5f0f\u3084\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u3088\u3063\u3066MCP\u30b5\u30fc\u30d0\u30fc\u304c\u63d0\u4f9b\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u5c0e\u5165\u306e\u30cf\u30fc\u30c9\u30eb\u304c\u975e\u5e38\u306b\u4f4e\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u30e6\u30fc\u30b6\u30fc\u304cAI\u306b\u5bfe\u3057\u3066\u300c\u5148\u9031\u306e\u4f1a\u8b70\u306e\u6c7a\u5b9a\u4e8b\u9805\u3092\u6559\u3048\u3066\u300d\u3068\u805e\u304f\u3068\u3001AI\u306fMCP\u7d4c\u7531\u3067\u8b70\u4e8b\u9332\u304c\u683c\u7d0d\u3055\u308c\u3066\u3044\u308b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30c4\u30fc\u30eb\u3092\u691c\u7d22\u3057\u3001\u5185\u5bb9\u3092\u53d6\u5f97\u3057\u3066\u56de\u7b54\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u306e\u5834\u5408\u3001\u691c\u7d22\u306e\u30ed\u30b8\u30c3\u30af\uff08\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u306a\u306e\u304b\u3001\u610f\u5473\u691c\u7d22\u306a\u306e\u304b\uff09\u306fMCP\u30b5\u30fc\u30d0\u30fc\u5074\u306e\u5b9f\u88c5\u306b\u4f9d\u5b58\u3057\u307e\u3059\u304c\u3001AI\u5074\u304b\u3089\u306f\u300c\u30c4\u30fc\u30eb\u300d\u3068\u3057\u3066\u900f\u904e\u7684\u306b\u6271\u3048\u307e\u3059\u3002<\/p>\n\n\n\n

\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092MCP\u7d4c\u7531\u3067\u5229\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8<\/h3>\n\n\n\n

\u672c\u683c\u7684\u306aRAG\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u5834\u5408\u3001Qdrant\u3084Pinecone\u3068\u3044\u3063\u305f\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u3001MCP\u30b5\u30fc\u30d0\u30fc\u3068\u3057\u3066\u30e9\u30c3\u30d7\u3057\u3066\u63d0\u4f9b\u3059\u308b\u69cb\u6210\u304c\u5f37\u529b\u3067\u3059\u3002<\/p>\n\n\n\n

\u300cVector DB MCP Server\u300d\u306e\u3088\u3046\u306a\u3082\u306e\u3092\u7528\u610f\u3057\u3001AI\u306b\u306f\u300c\u793e\u5185\u898f\u5b9a\u691c\u7d22\u30c4\u30fc\u30eb\u300d\u3068\u3057\u3066\u8a8d\u8b58\u3055\u305b\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u306e\u69cb\u6210\u306e\u5229\u70b9\u306f\u3001AI\u304c\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u306e\u5b9f\u884c\u81ea\u4f53\u3092\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3067\u304d\u308b\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n

\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u304c\u3042\u307e\u308a\u306b\u66d6\u6627\u306a\u5834\u5408\u3001AI\u304c\u81ea\u5f8b\u7684\u306b\u300c\u691c\u7d22\u30af\u30a8\u30ea\u300d\u3092\u751f\u6210\u3057\u76f4\u3057\u3001\u3088\u308a\u9069\u5207\u306a\u30ad\u30fc\u30ef\u30fc\u30c9\u3067\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u554f\u3044\u5408\u308f\u305b\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\u5f93\u6765\u306eRAG\u3067\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u5165\u529b\u3092\u305d\u306e\u307e\u307e\u691c\u7d22\u306b\u56de\u3057\u3066\u5931\u6557\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3057\u305f\u304c\u3001\u9593\u306bLLM\u306e\u63a8\u8ad6\u3068MCP\u3092\u631f\u3080\u3053\u3068\u3067\u3001\u691c\u7d22\u7cbe\u5ea6\u3092\u81ea\u5f8b\u7684\u306b\u4fee\u6b63\u30fb\u5411\u4e0a\u3055\u305b\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u7684\u306a\u52d5\u304d\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u3061\u3089\u306f\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9Qdrant\u3092MCP\u30b5\u30fc\u30d0\u30fc\u3068\u3057\u3066\u5b9f\u88c5\u3059\u308b\u305f\u3081\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u3067\u3059\u3002\u5177\u4f53\u7684\u306a\u30b3\u30fc\u30c9\u3084\u8a2d\u5b9a\u65b9\u6cd5\u306b\u3064\u3044\u3066\u77e5\u308a\u305f\u3044\u65b9\u306f\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 https:\/\/github.com\/qdrant\/mcp-server-qdrant<\/a><\/p>\n\n\n\n

\u30ed\u30fc\u30ab\u30eb\u30d5\u30a1\u30a4\u30eb\u3084\u793e\u5185API\u3092\u5b89\u5168\u306bLLM\u306b\u7e4b\u3050\u65b9\u6cd5<\/h3>\n\n\n\n

\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u91cd\u8996\u3059\u308b\u4f01\u696d\u306b\u3068\u3063\u3066\u3001MCP\u306f\u975e\u5e38\u306b\u76f8\u6027\u306e\u826f\u3044\u6280\u8853\u3067\u3059\u3002<\/p>\n\n\n\n

MCP\u30b5\u30fc\u30d0\u30fc\u306f\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\uff08\u30e6\u30fc\u30b6\u30fc\u306ePC\u5185\u3084\u3001\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\u5185\u306e\u30b5\u30fc\u30d0\u30fc\uff09\u3067\u52d5\u4f5c\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\u4f8b\u3048\u3070\u3001\u300cClaude Desktop\u300d\u30a2\u30d7\u30ea\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u3001PC\u5185\u306e\u6a5f\u5bc6\u30d5\u30a1\u30a4\u30eb\u3078\u306e\u30a2\u30af\u30bb\u30b9\u6a29\u3092\u6301\u3064MCP\u30b5\u30fc\u30d0\u30fc\u3092\u30ed\u30fc\u30ab\u30eb\u3067\u7acb\u3061\u4e0a\u3052\u308c\u3070\u3001\u30c7\u30fc\u30bf\u81ea\u4f53\u3092\u30af\u30e9\u30a6\u30c9\u4e0a\u306e\u30b5\u30fc\u30d0\u30fc\u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u306a\u304f\u3001AI\u306b\u4e2d\u8eab\u3092\u53c2\u7167\u3055\u305b\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\uff08\u203bLLM\u3078\u306e\u9001\u4fe1\u306f\u767a\u751f\u3057\u307e\u3059\u304c\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3078\u306e\u76f4\u63a5\u30a2\u30af\u30bb\u30b9\u6a29\u3092\u5916\u90e8\u306b\u51fa\u3059\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\uff09\u3002<\/p>\n\n\n\n

\u793e\u5185\u9650\u5b9a\u306eAPI\u3084\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u304b\u3089\u906e\u65ad\u3055\u308c\u305f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3042\u3063\u3066\u3082\u3001\u540c\u3058\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5185\u306bMCP\u30b5\u30fc\u30d0\u30fc\u3092\u7f6e\u304f\u3053\u3068\u3067\u3001\u5b89\u5168\u306bLLM\u3068\u9023\u643a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u308c\u306f\u91d1\u878d\u6a5f\u95a2\u3084\u533b\u7642\u6a5f\u95a2\u306a\u3069\u3001\u30c7\u30fc\u30bf\u306e\u6301\u3061\u51fa\u3057\u306b\u53b3\u3057\u3044\u898f\u5236\u304c\u3042\u308b\u696d\u754c\u3067\u306e\u6d3b\u7528\u304c\u9032\u3080\u5927\u304d\u306a\u7406\u7531\u3067\u3059\u3002<\/p>\n\n\n\n

\u3053\u3061\u3089\u306fMCP\u306b\u304a\u3051\u308b\u8a8d\u8a3c\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306b\u3064\u3044\u3066\u8a18\u8ff0\u3055\u308c\u305f\u516c\u5f0f\u30c9\u30e9\u30d5\u30c8\u3067\u3059\u3002\u5b89\u5168\u306a\u63a5\u7d9a\u8a2d\u8a08\u306b\u3064\u3044\u3066\u6df1\u304f\u77e5\u308a\u305f\u3044\u65b9\u306f\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 https:\/\/modelcontextprotocol.io\/specification\/draft\/basic\/authorization<\/a><\/p>\n\n\n\n

\u958b\u767a\u30c4\u30fc\u30eb\u306b\u304a\u3051\u308bRAG\u3068MCP\u306e\u6d3b\u7528\uff08Cursor\u30fbCline\u30fbVSCode\uff09<\/h2>\n\n\n\n

MCP\u306e\u5f71\u97ff\u529b\u306f\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30b7\u30b9\u30c6\u30e0\u3060\u3051\u306b\u3068\u3069\u307e\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n

\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u65e5\u5e38\u7684\u306b\u4f7f\u7528\u3059\u308b\u958b\u767a\u30c4\u30fc\u30eb\uff08IDE\uff09\u306e\u4e16\u754c\u3067\u3082\u3001MCP\u306b\u3088\u308b\u60c5\u5831\u9023\u643a\u304c\u6a19\u6e96\u306b\u306a\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u958b\u767a\u52b9\u7387\u3092\u5287\u7684\u306b\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306b\u3001\u3069\u306e\u3088\u3046\u306bMCP\u3092\u6d3b\u7528\u3067\u304d\u308b\u306e\u304b\u3002<\/p>\n\n\n\n

\u4eba\u6c17\u306eAI\u30a8\u30c7\u30a3\u30bf\u3084\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f8b\u306b\u3001\u5177\u4f53\u7684\u306a\u6d3b\u7528\u30b7\u30fc\u30f3\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

Cursor\u3067MCP\u3092\u6d3b\u7528\u3057\u3066\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53c2\u7167\u3055\u305b\u308b<\/h3>\n\n\n\n

AI\u642d\u8f09\u30a8\u30c7\u30a3\u30bf\u3068\u3057\u3066\u8987\u6a29\u3092\u63e1\u308a\u3064\u3064\u3042\u308b\u300cCursor\u300d\u3082\u3001MCP\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\uff08\u307e\u305f\u306f\u540c\u7b49\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u9023\u643a\u6a5f\u80fd\u3092\u5f37\u5316\u3057\u3066\u3044\u307e\u3059\uff09\u3002<\/p>\n\n\n\n

\u958b\u767a\u8005\u306f\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u56fa\u6709\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084\u3001\u793e\u5185\u3067\u7ba1\u7406\u3057\u3066\u3044\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u4ed5\u69d8\u66f8\u3092\u3001MCP\u3092\u901a\u3058\u3066Cursor\u306b\u8a8d\u8b58\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u308c\u306b\u3088\u308a\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u4e2d\u306b\u300c\u3053\u306e\u793e\u5185\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u4f7f\u3044\u65b9\u306f\uff1f\u300d\u3068\u8cea\u554f\u3059\u308b\u3068\u3001Cursor\u304c\u81ea\u52d5\u7684\u306b\u793e\u5185\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u691c\u7d22\uff08RAG\uff09\u3057\u3001\u6b63\u78ba\u306a\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u3092\u63d0\u6848\u3057\u3066\u304f\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u308f\u3056\u308f\u3056\u30d6\u30e9\u30a6\u30b6\u3067\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u63a2\u3057\u306b\u884c\u304f\u5fc5\u8981\u304c\u306a\u304f\u306a\u308a\u3001\u30a8\u30c7\u30a3\u30bf\u5185\u3067\u5168\u3066\u304c\u5b8c\u7d50\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

VSCode\u3068Cline\uff08Claude Dev\uff09\u3067\u306eMCP\u9023\u643a\u8a2d\u5b9a<\/h3>\n\n\n\n

VSCode\u306e\u62e1\u5f35\u6a5f\u80fd\u3067\u3042\u308b\u300cCline\uff08\u65e7Claude Dev\uff09\u300d\u306a\u3069\u306f\u3001MCP\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3068\u3057\u3066\u306e\u6a5f\u80fd\u3092\u5f37\u529b\u306b\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u306b\u5229\u7528\u3057\u305f\u3044MCP\u30b5\u30fc\u30d0\u30fc\uff08\u4f8b\u3048\u3070PostgreSQL\u3084GitHub\u306a\u3069\uff09\u3092\u8a18\u8ff0\u3059\u308b\u3060\u3051\u3067\u3001\u30a8\u30c7\u30a3\u30bf\u4e0a\u306eAI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u304c\u305d\u308c\u3089\u306e\u30ea\u30bd\u30fc\u30b9\u3092\u81ea\u7531\u306b\u64cd\u4f5c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u300c\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30b9\u30ad\u30fc\u30de\u3092\u78ba\u8a8d\u3057\u3066\u3001\u65b0\u3057\u3044\u30c6\u30fc\u30d6\u30eb\u3092\u4f5c\u6210\u3059\u308b\u30de\u30a4\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u30d5\u30a1\u30a4\u30eb\u3092\u66f8\u3044\u3066\u300d\u3068\u6307\u793a\u3059\u308c\u3070\u3001AI\u304c\u5b9f\u969b\u306eDB\u69cb\u9020\u3092MCP\u7d4c\u7531\u3067\u898b\u306b\u884c\u304d\u3001\u77db\u76fe\u306e\u306a\u3044\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

RAG\u7684\u306b\u904e\u53bb\u306e\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u3092\u53c2\u7167\u3057\u3064\u3064\u3001MCP\u3067\u73fe\u5728\u306e\u74b0\u5883\u3092\u78ba\u8a8d\u3059\u308b\u3068\u3044\u3046\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u306a\u958b\u767a\u4f53\u9a13\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

Claude Desktop\u30a2\u30d7\u30ea\u3067\u30ed\u30fc\u30ab\u30ebRAG\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b<\/h3>\n\n\n\n

Anthropic\u304c\u63d0\u4f9b\u3059\u308bClaude Desktop\u30a2\u30d7\u30ea\u306f\u3001MCP\u3092\u6700\u3082\u624b\u8efd\u306b\u4f53\u9a13\u3067\u304d\u308b\u74b0\u5883\u3067\u3059\u3002<\/p>\n\n\n\n

\u30ed\u30fc\u30ab\u30eb\u306b\u3042\u308b\u30d5\u30a9\u30eb\u30c0\u3084\u30d5\u30a1\u30a4\u30eb\u3092\u5bfe\u8c61\u3068\u3057\u305f\u30b7\u30f3\u30d7\u30eb\u306aMCP\u30b5\u30fc\u30d0\u30fc\uff08Filesystem MCP\u306a\u3069\uff09\u3092\u8a2d\u5b9a\u3059\u308b\u3060\u3051\u3067\u3001\u81ea\u5206\u306ePC\u5168\u4f53\u3092RAG\u306e\u5bfe\u8c61\u306b\u3059\u308b\u3088\u3046\u306a\u4f7f\u3044\u65b9\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\u4f8b\u3048\u3070\u3001\u904e\u53bb\u6570\u5e74\u5206\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30d5\u30a9\u30eb\u30c0\u3092\u5bfe\u8c61\u306b\u8a2d\u5b9a\u3057\u3066\u304a\u3051\u3070\u3001\u300c\u3042\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u4f7f\u3063\u305f\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u306e\u66f8\u304d\u65b9\u3092\u63a2\u3057\u3066\u300d\u3068\u3044\u3063\u305f\u66d6\u6627\u306a\u6307\u793a\u3067\u3082\u3001\u30ed\u30fc\u30ab\u30eb\u30d5\u30a1\u30a4\u30eb\u3092\u691c\u7d22\u3057\u3066\u56de\u7b54\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u308c\u3092\u500b\u4eba\u30ec\u30d9\u30eb\u3067\u7c21\u5358\u306b\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3067\u304d\u308b\u306e\u304c\u3001MCP\u306e\u666e\u53ca\u3092\u5f8c\u62bc\u3057\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u65e2\u5b58\u306eMCP\u30b5\u30fc\u30d0\u30fc\u3092\u6d3b\u7528\u3057\u3066\u958b\u767a\u5de5\u6570\u3092\u4e0b\u3052\u308b<\/h3>\n\n\n\n

MCP\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u3001\u3059\u3067\u306b\u591a\u304f\u306e\u300c\u51fa\u6765\u5408\u3044\u306e\u30b5\u30fc\u30d0\u30fc\u300d\u304c\u5b58\u5728\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

GitHub\u3001Google Drive\u3001Slack\u3001PostgreSQL\u3001Puppeteer\uff08\u30d6\u30e9\u30a6\u30b6\u64cd\u4f5c\uff09\u306a\u3069\u3001\u4e3b\u8981\u306a\u30b5\u30fc\u30d3\u30b9\u3078\u306e\u63a5\u7d9a\u7528\u30b5\u30fc\u30d0\u30fc\u306f\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u3088\u3063\u3066\u958b\u767a\u30fb\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u958b\u767a\u8005\u306f\u3001\u3053\u308c\u3089\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30bc\u30ed\u304b\u3089RAG\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3084API\u9023\u643a\u30b3\u30fc\u30c9\u3092\u66f8\u304f\u5fc5\u8981\u304c\u306a\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u300c\u3064\u306a\u3050\u300d\u90e8\u5206\u306f\u65e2\u5b58\u306eMCP\u30b5\u30fc\u30d0\u30fc\u306b\u4efb\u305b\u3001\u81ea\u5206\u305f\u3061\u306f\u300c\u3069\u3046\u6d3b\u7528\u3059\u308b\u304b\u300d\u3068\u3044\u3046\u30d7\u30ed\u30f3\u30d7\u30c8\u3084UI\u306e\u8a2d\u8a08\u306b\u96c6\u4e2d\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n

\u3053\u308c\u306f\u958b\u767a\u5de5\u6570\u306e\u5927\u5e45\u306a\u524a\u6e1b\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u81ea\u793e\u958b\u767a\u3067RAG\u3068MCP\u306e\u3069\u3061\u3089\u3092\u63a1\u7528\u3059\u3079\u304d\u304b\uff1f<\/h2>\n\n\n\n

\u3053\u3053\u307e\u3067RAG\u3068MCP\u306e\u6280\u8853\u7684\u306a\u5074\u9762\u3092\u898b\u3066\u304d\u307e\u3057\u305f\u304c\u3001\u6700\u7d42\u7684\u306b\u81ea\u793e\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u3069\u3061\u3089\u3092\u3001\u3042\u308b\u3044\u306f\u3069\u3046\u7d44\u307f\u5408\u308f\u305b\u3066\u63a1\u7528\u3059\u3079\u304d\u306a\u306e\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n

\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u76ee\u7684\u3084\u6271\u3046\u30c7\u30fc\u30bf\u306e\u6027\u8cea\u306b\u3088\u3063\u3066\u3001\u6700\u9069\u306a\u9078\u629e\u80a2\u306f\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u6700\u5f8c\u306b\u3001\u610f\u601d\u6c7a\u5b9a\u306e\u305f\u3081\u306e\u6307\u91dd\u30923\u3064\u306e\u30b1\u30fc\u30b9\u306b\u5206\u3051\u3066\u63d0\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u5927\u91cf\u306e\u793e\u5185\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u691c\u7d22\u306a\u3089\u300c\u30d9\u30af\u30c8\u30eb\u691c\u7d22RAG\u300d<\/h3>\n\n\n\n

\u3082\u3057\u3042\u306a\u305f\u306e\u76ee\u7684\u304c\u300c\u6570\u5343\u301c\u6570\u4e07\u4ef6\u306ePDF\u30de\u30cb\u30e5\u30a2\u30eb\u304b\u3089\u3001\u56de\u7b54\u306b\u5fc5\u8981\u306a\u90e8\u5206\u3092\u63a2\u3057\u51fa\u3059QA\u30dc\u30c3\u30c8\u300d\u3092\u4f5c\u308b\u3053\u3068\u306a\u3089\u3001\u307e\u305a\u306f\u738b\u9053\u306e\u300c\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3092\u7528\u3044\u305fRAG\u300d\u3092\u69cb\u7bc9\u3059\u3079\u304d\u3067\u3059\u3002<\/p>\n\n\n\n

\u3053\u306e\u5834\u5408\u3001MCP\u306f\u5fc5\u9808\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n

\u5927\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u610f\u5473\u691c\u7d22\u3092\u884c\u3046\u6a5f\u80fd\u306f\u3001\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\uff08Embedding\uff09\u306e\u9818\u57df\u3067\u3059\u3002<\/p>\n\n\n\n

\u307e\u305a\u306f\u3057\u3063\u304b\u308a\u3068\u3057\u305fRAG\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u69cb\u7bc9\u3057\u3001\u691c\u7d22\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u3053\u3068\u306b\u6ce8\u529b\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

\u305d\u306e\u4e0a\u3067\u3001\u5c06\u6765\u7684\u306b\u305d\u306e\u691c\u7d22\u6a5f\u80fd\u3092\u4ed6\u306e\u30c4\u30fc\u30eb\u304b\u3089\u3082\u4f7f\u3044\u305f\u3044\u3068\u306a\u3063\u305f\u6bb5\u968e\u3067\u3001RAG\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u3092MCP\u30b5\u30fc\u30d0\u30fc\u5316\u3059\u308b\u3053\u3068\u3092\u691c\u8a0e\u3059\u308c\u3070\u5341\u5206\u3067\u3059\u3002<\/p>\n\n\n\n

DB\u64cd\u4f5c\u3084API\u9023\u643a\u304c\u5fc5\u8981\u306a\u30c4\u30fc\u30eb\u306a\u3089\u300cMCP\u300d<\/h3>\n\n\n\n

\u76ee\u7684\u304c\u300c\u5728\u5eab\u78ba\u8a8d\u300d\u300c\u4e88\u7d04\u767b\u9332\u300d\u300c\u30b5\u30fc\u30d0\u30fc\u76e3\u8996\u300d\u300c\u30b3\u30fc\u30c9\u751f\u6210\u6642\u306e\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u53c2\u7167\u300d\u3068\u3044\u3063\u305f\u3001\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3084\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u542b\u3080\u5834\u5408\u3001MCP\u306e\u63a1\u7528\u3092\u5f37\u304f\u63a8\u5968\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u308c\u3092\u5f93\u6765\u306eRAG\uff08\u30c6\u30ad\u30b9\u30c8\u691c\u7d22\uff09\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3060\u3051\u3067\u89e3\u6c7a\u3057\u3088\u3046\u3068\u3059\u308b\u306e\u306f\u7121\u7406\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

AI\u306b\u9069\u5207\u306a\u300c\u9053\u5177\uff08Tool\uff09\u300d\u3092\u4e0e\u3048\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001\u305d\u306e\u6a19\u6e96\u898f\u683c\u3067\u3042\u308bMCP\u3092\u63a1\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u52b9\u7387\u3068\u62e1\u5f35\u6027\u304c\u62c5\u4fdd\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

\u7279\u306b\u3001\u5c06\u6765\u7684\u306b\u9023\u643a\u30c4\u30fc\u30eb\u304c\u5897\u3048\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u306a\u3089\u3001\u6700\u521d\u304b\u3089MCP\u5bfe\u5fdc\u3092\u524d\u63d0\u306b\u8a2d\u8a08\u3057\u3066\u304a\u304f\u3079\u304d\u3067\u3059\u3002<\/p>\n\n\n\n

\u5c06\u6765\u7684\u306a\u62e1\u5f35\u6027\u3092\u8003\u3048\u308b\u306a\u3089MCP\u5bfe\u5fdc\u3092\u524d\u63d0\u306b\u3059\u308b<\/h3>\n\n\n\n

2025\u5e74\u4ee5\u964d\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff08\u81ea\u5f8b\u7684\u306b\u30bf\u30b9\u30af\u3092\u3053\u306a\u3059AI\uff09\u306e\u5b9f\u7528\u5316\u304c\u6025\u901f\u306b\u9032\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u30c4\u30fc\u30eb\u3092\u6a2a\u65ad\u3057\u3066\u4f5c\u696d\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u3082\u3057\u3042\u306a\u305f\u304c\u793e\u5185\u30b7\u30b9\u30c6\u30e0\u3084\u30c7\u30fc\u30bf\u57fa\u76e4\u3092\u69cb\u7bc9\u3057\u3066\u3044\u308b\u306a\u3089\u3001\u305d\u308c\u3089\u3092\u300cMCP\u30b5\u30fc\u30d0\u30fc\u300d\u3068\u3057\u3066\u63d0\u4f9b\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3066\u304a\u304f\u3053\u3068\u306f\u3001\u975e\u5e38\u306b\u4fa1\u5024\u306e\u3042\u308b\u6295\u8cc7\u3067\u3059\u3002<\/p>\n\n\n\n

\u305d\u3046\u3059\u308c\u3070\u3001Claude\u3067\u3042\u308c\u3001GPT-5\u3092\u5229\u7528\u3057\u305f\u30ab\u30b9\u30bf\u30e0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u3042\u308c\u3001\u3042\u3089\u3086\u308bAI\u304b\u3089\u3042\u306a\u305f\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u300cAI\u306b\u512a\u3057\u3044\u30a4\u30f3\u30d5\u30e9\u300d\u3092\u4f5c\u308b\u3053\u3068\u304c\u3001\u4eca\u5f8c\u306e\u7af6\u4e89\u529b\u3092\u5de6\u53f3\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

RAG\u3068MCP\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n

\u6700\u5f8c\u306b\u3001RAG\u3068MCP\u306e\u5c0e\u5165\u691c\u8a0e\u6642\u306b\u3088\u304f\u6319\u304c\u308b\u7591\u554f\u3068\u305d\u306e\u56de\u7b54\u3092\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

\u6280\u8853\u9078\u5b9a\u306e\u969b\u306e\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

MCP\u3092\u4f7f\u3046\u306b\u306f\u7279\u5b9a\u306eLLM\uff08Claude\u7b49\uff09\u304c\u5fc5\u8981\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n

MCP\u306fAnthropic\u304c\u4e3b\u5c0e\u3057\u3066\u7b56\u5b9a\u3057\u307e\u3057\u305f\u304c\u3001\u30d7\u30ed\u30c8\u30b3\u30eb\u81ea\u4f53\u306f\u30aa\u30fc\u30d7\u30f3\u6a19\u6e96\u3067\u3059\u3002<\/p>\n\n\n\n

\u5f53\u521d\u306fClaude\u30b7\u30ea\u30fc\u30ba\u3067\u306e\u5229\u7528\u304c\u30e1\u30a4\u30f3\u3067\u3057\u305f\u304c\u3001\u73fe\u5728\u3067\u306fOpenAI\u306e\u30e2\u30c7\u30eb\uff08GPT-4o\u3084GPT-5\u306a\u3069\uff09\u3092\u5229\u7528\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u3001LangChain\u306a\u3069\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3082MCP\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u52d5\u304d\u304c\u5e83\u304c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u3057\u305f\u304c\u3063\u3066\u3001\u7279\u5b9a\u306eLLM\u306b\u30ed\u30c3\u30af\u30a4\u30f3\u3055\u308c\u308b\u5fc3\u914d\u306f\u6e1b\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u304c\u3001\u73fe\u72b6\u3067\u306fClaude\u74b0\u5883\u3067\u306e\u52d5\u4f5c\u304c\u6700\u3082\u5b89\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u65e2\u5b58\u306eRAG\u30b7\u30b9\u30c6\u30e0\u3092MCP\u306b\u79fb\u884c\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u306f\uff1f<\/h3>\n\n\n\n

\u6700\u5927\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u300c\u518d\u5229\u7528\u6027\u300d\u3067\u3059\u3002<\/p>\n\n\n\n

\u65e2\u5b58\u306eRAG\u30b7\u30b9\u30c6\u30e0\u304c\u5358\u72ec\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3068\u3057\u3066\u3057\u304b\u4f7f\u3048\u306a\u3044\u306e\u306b\u5bfe\u3057\u3001\u305d\u306e\u691c\u7d22\u6a5f\u80fd\u3092MCP\u30b5\u30fc\u30d0\u30fc\u3068\u3057\u3066\u30e9\u30c3\u30d7\u3059\u308c\u3070\u3001VSCode\u7b49\u306e\u30a8\u30c7\u30a3\u30bf\u3084\u3001\u4ed6\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304b\u3089\u3082\u305d\u306e\u77e5\u8b58\u30d9\u30fc\u30b9\u3092\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u30b7\u30b9\u30c6\u30e0\u3092\u300c\u4f5c\u308a\u5207\u308a\u300d\u306b\u305b\u305a\u3001\u793e\u5185\u306e\u5171\u901a\u8cc7\u7523\u3068\u3057\u3066\u6d3b\u7528\u3057\u305f\u3044\u5834\u5408\u306b\u79fb\u884c\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u9762\u3067\u306e\u9055\u3044\u306f\u3042\u308a\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n

RAG\u3082MCP\u3082\u3001\u8a2d\u8a08\u6b21\u7b2c\u3067\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5f37\u5ea6\u306f\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u305f\u3060\u3001MCP\u306f\u300c\u30ed\u30fc\u30ab\u30eb\u4e3b\u5c0e\u300d\u3067\u306e\u63a5\u7d9a\u304c\u8a2d\u8a08\u601d\u60f3\u306b\u542b\u307e\u308c\u3066\u3044\u308b\u305f\u3081\u3001API\u30ad\u30fc\u3084\u8a8d\u8a3c\u60c5\u5831\u3092\u30e6\u30fc\u30b6\u30fc\u306e\u624b\u5143\uff08\u307e\u305f\u306f\u81ea\u793e\u30b5\u30fc\u30d0\u30fc\u5185\uff09\u3067\u7ba1\u7406\u3057\u3084\u3059\u3044\u69cb\u9020\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u5916\u90e8\u306eSaaS\u306b\u30c7\u30fc\u30bf\u3092\u9810\u3051\u308b\u3053\u3068\u306a\u304f\u3001\u81ea\u793e\u306e\u7ba1\u7406\u4e0b\u306b\u3042\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3078AI\u3092\u63a5\u7d9a\u3055\u305b\u308b\u69cb\u6210\u304c\u7d44\u307f\u3084\u3059\u3044\u305f\u3081\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u7528\u9014\u3067\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8981\u4ef6\u3092\u6e80\u305f\u3057\u3084\u3059\u3044\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u3061\u3089\u306fMCP\u5c0e\u5165\u6642\u306b\u8003\u616e\u3059\u3079\u304d\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af\u306b\u3064\u3044\u3066\u5c02\u9580\u5bb6\u304c\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u3067\u3059\u3002\u30ea\u30b9\u30af\u7ba1\u7406\u306e\u89b3\u70b9\u3092\u990a\u3046\u305f\u3081\u306b\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 https:\/\/www.pillar.security\/blog\/the-security-risks-of-model-context-protocol-mcp<\/a><\/p>\n\n\n\n

\u3010\u8b66\u544a\u3011\u300c\u3068\u308a\u3042\u3048\u305a\u81ea\u793e\u958b\u767a\u300d\u304c\u547d\u53d6\u308a\uff1f\u751f\u6210AI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e3\u5272\u304c\u9813\u632b\u3059\u308b\u4e0d\u90fd\u5408\u306a\u771f\u5b9f<\/h2>\n\n\n\n

\u300c\u793e\u5185\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3055\u305b\u305fRAG\u3092\u4f5c\u308d\u3046\u300d\u2014\u2014\u3002\u3082\u3057\u305d\u3046\u5b89\u6613\u306b\u8003\u3048\u3066\u3044\u308b\u306a\u3089\u3001\u305d\u308c\u306f\u5371\u967a\u306a\u8ced\u3051\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u591a\u304f\u306e\u4f01\u696d\u304c\u751f\u6210AI\u306e\u81ea\u793e\u958b\u767a\u306b\u4e57\u308a\u51fa\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u305d\u306e\u88cf\u3067\u6b7b\u5c4d\u7d2f\u3005\u306e\u300cPoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u75b2\u308c\u300d\u304c\u8d77\u304d\u3066\u3044\u308b\u3053\u3068\u3092\u3054\u5b58\u77e5\u3067\u3057\u3087\u3046\u304b\u3002\u6700\u65b0\u306e\u8abf\u67fb\u30c7\u30fc\u30bf\u306f\u3001\u81ea\u524d\u4e3b\u7fa9\u306e\u9650\u754c\u3092\u6b8b\u9177\u306a\u307e\u3067\u306b\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u30ac\u30fc\u30c8\u30ca\u30fc\u306a\u3069\u306e\u8abf\u67fb\u6a5f\u95a2\u306b\u3088\u308b\u3068\u3001\u751f\u6210AI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u5c11\u306a\u304f\u3068\u308230%\u4ee5\u4e0a\u304c\u30012025\u5e74\u672b\u307e\u3067\u306bPoC\u6bb5\u968e\u3067\u653e\u68c4\u3055\u308c\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u308c\u306f\u3001\u4f01\u696d\u304c\u76f4\u9762\u3059\u308b\u300c\u30c7\u30fc\u30bf\u54c1\u8cea\u306e\u58c1\u300d\u300c\u30b3\u30b9\u30c8\u306e\u5897\u5927\u300d\u300c\u660e\u78ba\u306a\u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u306e\u6b20\u5982\u300d\u304c\u4e3b\u306a\u539f\u56e0\u3067\u3059\u3002<\/p>\n\n\n\n

\u3055\u3089\u306bMIT\u306e\u7814\u7a76\u30ec\u30dd\u30fc\u30c8\u306b\u95a2\u3059\u308b\u5831\u9053\u3067\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3051\u308b\u751f\u6210AI\u5c0e\u5165\u306e\u8a66\u307f\u306e90%\u4ee5\u4e0a\u304c\u671f\u5f85\u901a\u308a\u306e\u6210\u679c\u3092\u4e0a\u3052\u3089\u308c\u305a\u3001\u5931\u6557\u306b\u7d42\u308f\u3063\u3066\u3044\u308b\u3068\u3044\u3046\u885d\u6483\u7684\u306a\u898b\u89e3\u3055\u3048\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u306e\u80cc\u666f\u306b\u306f\u3001\u6280\u8853\u306e\u9032\u5316\u30b9\u30d4\u30fc\u30c9\u304c\u3042\u307e\u308a\u306b\u901f\u3059\u304e\u308b\u3068\u3044\u3046\u554f\u984c\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u672c\u8a18\u4e8b\u3067\u89e3\u8aac\u3059\u308b\u300cRAG\u300d\u304b\u3089\u300cMCP\u300d\u3078\u306e\u30d1\u30e9\u30c0\u30a4\u30e0\u30b7\u30d5\u30c8\u306e\u3088\u3046\u306b\u3001\u534a\u5e74\u304b\u3051\u3066\u4f5c\u3063\u305f\u30b7\u30b9\u30c6\u30e0\u304c\u3001\u5b8c\u6210\u3059\u308b\u9803\u306b\u306f\u3059\u3067\u306b\u6642\u4ee3\u9045\u308c\u306b\u306a\u3063\u3066\u3044\u308b\u2014\u2014\u305d\u3093\u306a\u30ea\u30b9\u30af\u304c\u5e38\u306b\u3064\u304d\u307e\u3068\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30ea\u30bd\u30fc\u30b9\u3092\u300c\u8eca\u8f2a\u306e\u518d\u767a\u660e\u300d\u306b\u6d6a\u8cbb\u3055\u305b\u3001\u7d50\u679c\u3068\u3057\u3066\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u4e0d\u53ef\u80fd\u306a\u300c\u6280\u8853\u7684\u8ca0\u50b5\u300d\u3092\u62b1\u3048\u8fbc\u3080\u3002<\/p>\n\n\n\n

\u3053\u308c\u304c\u3001\u601d\u8003\u505c\u6b62\u3057\u305f\u300c\u81ea\u524d\u4e3b\u7fa9\u300d\u306e\u672b\u8def\u3067\u3059\u3002<\/p>\n\n\n\n

\u8ce2\u3044\u4f01\u696d\u306f\u4eca\u3001\u300c\u4f5c\u308b\u300d\u3053\u3068\u304b\u3089\u300c\u4f7f\u3044\u3053\u306a\u3059\u300d\u3053\u3068\u3078\u30b7\u30d5\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u6280\u8853\u306e\u7d30\u90e8\u306f\u30d7\u30ed\u3084\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u4efb\u305b\u3001\u81ea\u793e\u306f\u300c\u3069\u3046\u4fa1\u5024\u3092\u751f\u3080\u304b\u300d\u3068\u3044\u3046\u30b3\u30a2\u696d\u52d9\u306b\u96c6\u4e2d\u3059\u308b\u3002<\/p>\n\n\n\n

\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u6700\u65b0\u306e\u6280\u8853\u30c8\u30ec\u30f3\u30c9\u3067\u3042\u308bRAG\u3068MCP\u306e\u9055\u3044\u3092\u89e3\u8aac\u3057\u307e\u3059\u304c\u3001\u305d\u306e\u8907\u96d1\u3055\u3092\u77e5\u308c\u3070\u77e5\u308b\u307b\u3069\u3001\u5916\u90e8\u30ea\u30bd\u30fc\u30b9\u6d3b\u7528\u306e\u91cd\u8981\u6027\u304c\u6d6e\u304d\u5f6b\u308a\u306b\u306a\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n\n\n\n

\u5f15\u7528\u5143\uff1a<\/p>\n\n\n\n

Gartner, Gartner Predicts 30% of Generative AI Projects Will Be Abandoned After Proof of Concept By End of 2025 (July 2024)<\/p>\n\n\n\n

The Economic Times, MIT study shatters AI hype: 95% of generative AI projects are failing (August 2025)<\/p>\n\n\n\n

\u307e\u3068\u3081<\/h2>\n\n\n\n

RAG\u3068MCP\u306e\u9055\u3044\u3084\u3001\u305d\u308c\u305e\u308c\u306e\u6280\u8853\u7684\u306a\u7279\u6027\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u3066\u304d\u307e\u3057\u305f\u304c\u3001\u3053\u308c\u3089\u3092\u81ea\u793e\u3060\u3051\u3067\u69cb\u7bc9\u30fb\u904b\u7528\u3059\u308b\u306b\u306f\u9ad8\u5ea6\u306a\u5c02\u9580\u77e5\u8b58\u3068\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30bd\u30fc\u30b9\u304c\u5fc5\u8981\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n

\u8a18\u4e8b\u3067\u89e6\u308c\u305f\u901a\u308a\u3001\u30c7\u30fc\u30bf\u9023\u643a\u306e\u4ed5\u69d8\u5909\u66f4\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u3001\u3055\u3089\u306b\u306f\u65e5\u9032\u6708\u6b69\u306eAI\u6280\u8853\u3078\u306e\u8ffd\u5f93\u306a\u3069\u3001\u958b\u767a\u73fe\u5834\u306e\u8ca0\u62c5\u306f\u8a08\u308a\u77e5\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n

\u305d\u3053\u3067\u304a\u3059\u3059\u3081\u3057\u305f\u3044\u306e\u304c\u3001Taskhub \u3067\u3059\u3002<\/p>\n\n\n\n

Taskhub\u306f\u65e5\u672c\u521d\u306e\u30a2\u30d7\u30ea\u578b\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u63a1\u7528\u3057\u3001200\u7a2e\u985e\u4ee5\u4e0a\u306e\u5b9f\u7528\u7684\u306aAI\u30bf\u30b9\u30af\u3092\u30d1\u30c3\u30b1\u30fc\u30b8\u5316\u3057\u305f\u751f\u6210AI\u6d3b\u7528\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002<\/p>\n\n\n\n

RAG\u3084MCP\u306e\u3088\u3046\u306a\u8907\u96d1\u306a\u6280\u8853\u9078\u5b9a\u306b\u60a9\u307e\u306a\u304f\u3066\u3082\u3001\u30e1\u30fc\u30eb\u4f5c\u6210\u3084\u8b70\u4e8b\u9332\u4f5c\u6210\u3001\u793e\u5185\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u691c\u7d22\u3068\u3044\u3063\u305f\u696d\u52d9\u3092\u300c\u30a2\u30d7\u30ea\u300d\u3068\u3057\u3066\u9078\u3076\u3060\u3051\u3067\u3001\u8ab0\u3067\u3082\u76f4\u611f\u7684\u306bAI\u3092\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\u3057\u304b\u3082\u3001Azure OpenAI Service\u3092\u57fa\u76e4\u306b\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u304c\u4e07\u5168\u3067\u3001\u793e\u5185\u30c7\u30fc\u30bf\u3092\u6271\u3046\u969b\u306e\u60c5\u5831\u6f0f\u3048\u3044\u306e\u5fc3\u914d\u3082\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n

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