{"id":666,"date":"2026-10-24T23:36:07","date_gmt":"2026-10-24T23:36:07","guid":{"rendered":"https:\/\/gilnas.synology.me\/wordpress\/666\/"},"modified":"2026-10-24T23:36:07","modified_gmt":"2026-10-24T23:36:07","slug":"ai-%ec%97%90%ec%9d%b4%ec%a0%84%ed%8a%b8-%ec%8b%a4%ed%96%89-%ea%b2%bd%ea%b3%84%c2%b7mcp-2-x-%ec%a0%84%ed%99%98%c2%b7%eb%8f%84%ea%b5%ac-%ed%98%b8%ec%b6%9c-%ec%8b%a0%eb%a2%b0%ec%84%b1-ai-agent-executio","status":"publish","type":"post","link":"https:\/\/gilnas.synology.me\/wordpress\/666\/","title":{"rendered":"AI \uc5d0\uc774\uc804\ud2b8 \uc2e4\ud589 \uacbd\uacc4\u00b7MCP 2.x \uc804\ud658\u00b7\ub3c4\uad6c \ud638\ucd9c \uc2e0\ub8b0\uc131 | AI Agent Execution Boundaries, MCP 2.x, and Reliable Tool Calls"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/gilnas.synology.me\/wordpress\/wp-content\/uploads\/2026\/10\/ai-trend-hero-15.png\" alt=\"AI \uc5d0\uc774\uc804\ud2b8 \uc2e4\ud589 \uacbd\uacc4\u00b7MCP 2.x \uc804\ud658\u00b7\ub3c4\uad6c \ud638\ucd9c \uc2e0\ub8b0\uc131 | AI Agent Execution Boundaries, MCP 2.x, and Reliable Tool Calls\" \/><\/figure>\n<p><strong>\uc694\uc57d:<\/strong> 2026\ub144 10\uc6d4 22\uc77c~25\uc77c(KST) AI\/LLM\u00b7AI Agent \uac1c\ubc1c \ub3c4\uad6c\uc758 \ud575\uc2ec \ud750\ub984\uc740 <strong>MCP 2.x \uc804\ud658, \uc2e4\ud589 \uad8c\ud55c \ud1b5\uc81c, \uad00\uce21\uc131, \uc2a4\ud2b8\ub9ac\ubc0d \ub3c4\uad6c \ud638\ucd9c\uc758 \uc815\ud655\uc131<\/strong>\uc744 \uc81c\ud488 \uacc4\uc57d\uc73c\ub85c \uc815\ucc29\uc2dc\ud0a4\ub294 \ucabd\uc5d0 \uc788\uc5c8\ub2e4. \uc774 3\uc77c \ub9ac\ud3ec\ud2b8\ub294 Claude Code, MCP TypeScript SDK, Microsoft Agent Framework, Dify, LangChain, Vercel AI SDK\uc758 \uacf5\uac1c \ub9b4\ub9ac\uc2a4\ub97c \ubc14\ud0d5\uc73c\ub85c \uac1c\ubc1c\ud300\uc774 \uc9c0\uae08 \uc810\uac80\ud560 \ud56d\ubaa9\uc744 \uc815\ub9ac\ud55c\ub2e4.<\/p>\n<h2>\ud575\uc2ec \ub2f5\ubcc0<\/h2>\n<p>\uc9c0\uae08 AI \uc5d0\uc774\uc804\ud2b8 \uc81c\ud488\uc744 \uc6b4\uc601\ud55c\ub2e4\uba74 \uc0c8 \ubaa8\ub378 \uad50\uccb4\ubcf4\ub2e4 \uba3c\uc800 <strong>\ub3c4\uad6c \uc2e4\ud589 \uacbd\uacc4<\/strong>, <strong>MCP \ud638\ud658\uc131<\/strong>, <strong>\uc2a4\ud2b8\ub9ac\ubc0d \uc774\ubca4\ud2b8 \uc18c\ube44 \ubc29\uc2dd<\/strong>, <strong>\ucd94\uc801 \uac00\ub2a5\ud55c \uc2e4\ud589 \uae30\ub85d<\/strong>\uc744 \uc810\uac80\ud574\uc57c \ud55c\ub2e4. \ucd5c\uadfc \ub9b4\ub9ac\uc2a4\ub4e4\uc740 \uacf5\ud1b5\uc801\uc73c\ub85c \u201c\ub3c4\uad6c\ub97c \ud638\ucd9c\ud560 \uc218 \uc788\ub2e4\u201d\uc5d0\uc11c \u201c\ubb34\uc5c7\uc744, \uc5b4\ub5a4 \uc2a4\ud0a4\ub9c8\ub85c, \uc5b4\ub290 \uad8c\ud55c\uc5d0\uc11c \uc2e4\ud589\ud588\uace0 \uc5b4\ub5bb\uac8c \uad00\ucc30\ud560 \uac83\uc778\uac00\u201d\ub85c \uac1c\ubc1c\uc758 \uc911\uc2ec\uc774 \uc62e\uaca8\uac00\uace0 \uc788\uc74c\uc744 \ubcf4\uc5ec\uc900\ub2e4.<\/p>\n<ul>\n<li><strong>\uacb0\ub860 1:<\/strong> MCP 2.x\uc640 Skills\u00b7\uc774\ubca4\ud2b8 \ud655\uc7a5\uc774 \ube60\ub974\uac8c \ub3c4\uc785\ub418\uace0 \uc788\uc5b4 SDK\u00b7\uac8c\uc774\ud2b8\uc6e8\uc774\u00b7\uc11c\ubc84\uc758 \ubc84\uc804 \ud63c\uc7ac\uac00 \ubc30\ud3ec \uc704\ud5d8\uc774 \ub41c\ub2e4.<\/li>\n<li><strong>\uacb0\ub860 2:<\/strong> \ucf54\ub529 \uc5d0\uc774\uc804\ud2b8\uc758 \ubcf4\uc548\uc740 \ud504\ub86c\ud504\ud2b8 \uc218\uc900\uc744 \ub118\uc5b4 \uc178 \uc2dc\uc791 \ud30c\uc77c, \uc2ec\ubcfc\ub9ad \ub9c1\ud06c, MCP \uc124\uc815 \ud30c\uc77c\ucc98\ub7fc \uc2e4\uc81c \uc2e4\ud589\uba74\uc744 \ub2e4\ub904\uc57c \ud55c\ub2e4.<\/li>\n<li><strong>\uacb0\ub860 3:<\/strong> \uc2a4\ud2b8\ub9ac\ubc0d tool-call \uc778\uc790\ub97c \ub204\uc801 \uc2a4\ub0c5\uc0f7\uc73c\ub85c \uac00\uc815\ud55c UI\u00b7\ub85c\uac70\ub294 \uc0c8 \uc774\ubca4\ud2b8 \ubaa8\ub378\uc5d0\uc11c \uc798\ubabb\ub41c \uc778\uc790\ub098 \uc911\ubcf5 \uae30\ub85d\uc744 \ub9cc\ub4e4 \uc218 \uc788\ub2e4.<\/li>\n<\/ul>\n<h2>72\uc2dc\uac04 \uad00\ucc30 \ubc94\uc704\uc640 \uc120\ubcc4 \uc774\uc288<\/h2>\n<p>\uad00\ucc30 \ucc3d\uc740 2026\ub144 10\uc6d4 22\uc77c 08:30\ubd80\ud130 10\uc6d4 25\uc77c 08:30(KST)\uae4c\uc9c0\ub2e4. \uc544\ub798 \uc774\uc288\ub294 \uac19\uc740 \uae30\uac04\uc5d0 \uacf5\uac1c\ub41c 7\uac1c \ub9b4\ub9ac\uc2a4\/\uc5c5\ub370\uc774\ud2b8\ub97c 4\uac1c \uc2e4\ubb34 \ud750\ub984\uc73c\ub85c \ubb36\uc5c8\ub2e4. \uae30\ub2a5 \uc124\uba85\uc740 \uacf5\uac1c \ub9b4\ub9ac\uc2a4 \ub178\ud2b8\ub97c \uadfc\uac70\ub85c \ud558\uba70, \uc2e4\ubb34 \uc601\ud5a5\uc740 \ud574\ub2f9 \ubcc0\ud654\uc5d0\uc11c \ub3c4\ucd9c\ud55c \ud574\uc11d\uc774\ub2e4.<\/p>\n<ul>\n<li><a href=\"https:\/\/github.com\/anthropics\/claude-code\/releases\/tag\/v2.1.309\" target=\"_blank\" rel=\"noopener\">Claude Code v2.1.309<\/a>: \uc0cc\ub4dc\ubc15\uc2a4 Bash \uc2dc\uc791 \ud30c\uc77c \uc2e4\ud589, symlink \uacbd\ub85c\uc758 denyWrite, MCP \uc124\uc815 \ud30c\uc77c \ubcc0\uacbd \uac00\ub2a5\uc131 \ub4f1\uc744 \uc218\uc815\ud588\ub2e4.<\/li>\n<li><a href=\"https:\/\/github.com\/anthropics\/claude-code\/releases\/tag\/v2.1.310\" target=\"_blank\" rel=\"noopener\">Claude Code v2.1.310<\/a>: Monitor \ub3c4\uad6c\uc640 plugin monitor\ub97c \ucd94\uac00\ud558\uace0 \uae34 foreground sleep\uc744 \ucc28\ub2e8\ud588\ub2e4.<\/li>\n<li><a href=\"https:\/\/github.com\/modelcontextprotocol\/typescript-sdk\/releases\/tag\/v2.4.0\" target=\"_blank\" rel=\"noopener\">MCP TypeScript SDK v2.4.0<\/a>: Skills \ud655\uc7a5, subscriptions\/listen \uc774\ubca4\ud2b8 \uc804\ub2ec, outputSchema \ucc98\ub9ac \ubcc0\uacbd\uc744 \ud3ec\ud568\ud55c 2.x \uc804\ud658 \ud56d\ubaa9\uc744 \uacf5\uac1c\ud588\ub2e4.<\/li>\n<li><a href=\"https:\/\/github.com\/microsoft\/agent-framework\/releases\/tag\/python-1.23.0\" target=\"_blank\" rel=\"noopener\">Microsoft Agent Framework Python v1.23.0<\/a>: MCP 2.x \ud638\ud658\uc131 \uae30\ubc18\uacfc A2A \uc694\uccad \uba54\ud0c0\ub370\uc774\ud130 \uc804\ub2ec \uc81c\uc5b4\ub97c \ucd94\uac00\ud588\ub2e4.<\/li>\n<li><a href=\"https:\/\/github.com\/langchain-ai\/langchain\/releases\/tag\/langchain-core%3D%3D1.7.0\" target=\"_blank\" rel=\"noopener\">LangChain Core v1.7.0<\/a>: \uc2a4\ud2b8\ub9ac\ubc0d \ub3c4\uad6c \uc778\uc790\ub97c tool-call-delta\ub85c \ub0b4\ubcf4\ub0b4\ub294 \ubc29\uc2dd\uc73c\ub85c \ubc14\uafe8\ub2e4.<\/li>\n<li><a href=\"https:\/\/github.com\/vercel\/ai\/releases\/tag\/ai%407.0.153\" target=\"_blank\" rel=\"noopener\">Vercel AI SDK ai@7.0.153<\/a>: \uc5ec\ub7ec assistant \uba54\uc2dc\uc9c0\uc640 JSON\uc774 \uc11e\uc778 \ube44\uc2a4\ud2b8\ub9ac\ubc0d Responses API \uad6c\uc870\ud654 \ucd9c\ub825 \ud30c\uc2f1 \uc624\ub958\ub97c \uc218\uc815\ud588\ub2e4.<\/li>\n<li><a href=\"https:\/\/github.com\/langgenius\/dify\/releases\/tag\/1.18.0\" target=\"_blank\" rel=\"noopener\">Dify 1.18.0<\/a>: \uc5d0\uc774\uc804\ud2b8\uac00 \uc6cc\ud06c\ud50c\ub85c \ub2e4\uc74c \ubd84\uae30\ub97c \uc120\ud0dd\ud558\ub294 Output Routes, \uc911\ucca9 \uc6cc\ud06c\ud50c\ub85c \uc2e4\ud589 \uac00\uc2dc\uc131, Agent Knowledge Base\ub97c \ucd94\uac00\ud588\ub2e4.<\/li>\n<\/ul>\n<h2>\ud750\ub984 1. \uc5d0\uc774\uc804\ud2b8 \ubcf4\uc548\uc740 \uad8c\ud55c \ubb38\uad6c\uac00 \uc544\ub2c8\ub77c \uc2e4\ud589 \uacbd\uacc4\ub85c \ub0b4\ub824\uc654\ub2e4<\/h2>\n<h3>\ud655\uc778\ub41c \uc0ac\uc2e4<\/h3>\n<p>Claude Code v2.1.309\ub294 \uc0cc\ub4dc\ubc15\uc2a4\uc5d0\uc11c Bash \uba85\ub839 \uc2e4\ud589 \uc804 \uc178 startup file\uc774 \uc0cc\ub4dc\ubc15\uc2a4 \ubc16\uc5d0\uc11c \uc2e4\ud589\ub420 \uc218 \uc788\ub358 \ubb38\uc81c, \uc2ec\ubcfc\ub9ad \ub9c1\ud06c\ub97c \ud1b5\ud55c macOS denyWrite glob \uc801\uc6a9 \ubb38\uc81c, \uc790\ub3d9 \uc2b9\uc778 \ud3b8\uc9d1\uc774 \uc804\ub2ec\ub41c MCP \uc124\uc815 \ud30c\uc77c\uc744 \ubc14\uafc0 \uc218 \uc788\ub358 \ubb38\uc81c\ub97c \uc218\uc815\ud588\ub2e4. \uc774\uc5b4 v2.1.310\uc740 Monitor \ub3c4\uad6c\uc640 plugin monitor\ub97c \ucd94\uac00\ud558\uace0, \ud574\ub2f9 \ud658\uacbd\uc5d0\uc11c \uae34 foreground sleep\ub3c4 \ucc28\ub2e8\ud588\ub2e4.<\/p>\n<h3>\uc2dc\uc0ac\uc810<\/h3>\n<p>\uc774\ub294 \u201c\ub3c4\uad6c \ud638\ucd9c\uc744 \ud5c8\uc6a9\/\ucc28\ub2e8\ud55c\ub2e4\u201d\ub294 \ub2e8\uc77c \ud1a0\uae00\ub85c\ub294 \ucda9\ubd84\ud558\uc9c0 \uc54a\ub2e4\ub294 \uc99d\uac70\ub2e4. \uc5d0\uc774\uc804\ud2b8 \ub7f0\ud0c0\uc784\uc758 \uc2e4\uc9c8\uc801 \uacf5\uaca9\uba74\uc740 \uc178 \ucd08\uae30\ud654, \uacbd\ub85c \uc815\uaddc\ud654, \uc124\uc815 \ud30c\uc77c, \uc7a5\uc2dc\uac04 \ud504\ub85c\uc138\uc2a4, \uc678\ubd80 MCP \uc11c\ubc84\uae4c\uc9c0 \uc774\uc5b4\uc9c4\ub2e4. \ud2b9\ud788 \ub85c\uceec \uac1c\ubc1c \uba38\uc2e0\uc5d0\uc11c AI \ucf54\ub529 \ub3c4\uad6c\ub97c \uc4f0\ub294 \ud300\uc740 \uad8c\ud55c \uc2b9\uc778 UI\ub9cc \uc2e0\ub8b0\ud558\uc9c0 \ub9d0\uace0 \ud30c\uc77c \ubcc0\uacbd \uacbd\ub85c\uc640 \uc790\uc2dd \ud504\ub85c\uc138\uc2a4 \uc2e4\ud589\uc744 \ud568\uaed8 \uac10\uc0ac\ud574\uc57c \ud55c\ub2e4.<\/p>\n<h3>\uac1c\ubc1c\uc790 \uc561\uc158<\/h3>\n<ul>\n<li>CI\uc640 \ub85c\uceec \ubaa8\ub450\uc5d0\uc11c \uc5d0\uc774\uc804\ud2b8\uac00 \uc811\uadfc \uac00\ub2a5\ud55c \uc124\uc815 \ud30c\uc77c(.env, MCP config, \ubc30\ud3ec \ud0a4 \ud30c\uc77c)\uc744 \ubaa9\ub85d\ud654\ud558\uace0 \uc4f0\uae30 \uae08\uc9c0 \uc815\ucc45\uc744 \ud14c\uc2a4\ud2b8\ud55c\ub2e4.<\/li>\n<li>symlink\u00b7\uc258 rc \ud30c\uc77c\u00b7\uc791\uc5c5 \ub514\ub809\ud130\ub9ac \ubc16 \uacbd\ub85c\ub97c \ud3ec\ud568\ud55c \ud0c8\ucd9c \ud14c\uc2a4\ud2b8\ub97c \ucd5c\uc18c \ud55c \ubc88 \uc790\ub3d9\ud654\ud55c\ub2e4.<\/li>\n<li>\uc2e4\ud589 \uc774\ub825\uc5d0\ub294 \ud504\ub86c\ud504\ud2b8\ub9cc\uc774 \uc544\ub2c8\ub77c \uba85\ub839, \ud30c\uc77c diff, \uc2b9\uc778 \uc5ec\ubd80, \uc11c\ubc84 ID\ub97c \ub0a8\uae34\ub2e4.<\/li>\n<\/ul>\n<h2>\ud750\ub984 2. MCP 2.x\ub294 \uc5f0\uacb0 \uaddc\uaca9\uc774 \uc544\ub2c8\ub77c \ubc30\ud3ec \ud638\ud658\uc131 \uacfc\uc81c\uac00 \ub410\ub2e4<\/h2>\n<h3>\ud655\uc778\ub41c \uc0ac\uc2e4<\/h3>\n<p>MCP TypeScript SDK v2.4.0\uc740 Skills \ud655\uc7a5 \uacbd\ub85c\uc640 \uc11c\ubc84 \uc774\ubca4\ud2b8 \uc804\ub2ec\uc744 \ucd94\uac00\ud588\uace0, \ud2b9\uc815 \ud504\ub85c\ud1a0\ucf5c \uc5f0\uacb0\uc5d0\uc11c <code>outputSchema<\/code>\uc758 \uad6c\uc870\ud654 \uacb0\uacfc\ub97c \uc77d\ub294 \ubc29\uc2dd\ub3c4 \ubc14\uafe8\ub2e4. Microsoft Agent Framework Python v1.23.0\ub3c4 MCP transports\u00b7errors\u00b7schemas\u00b7lifecycle \ucc98\ub9ac\ub97c 2.x \ud638\ud658\uc131 \uae30\ubc18\uc73c\ub85c \uc62e\uacbc\uc73c\uba70, A2A \uc694\uccad \uba54\ud0c0\ub370\uc774\ud130\uc5d0\uc11c \ud568\uc218 \ud638\ucd9c \ubc0f \ud074\ub77c\uc774\uc5b8\ud2b8 \uc778\uc790\ub97c allowlist \ubc29\uc2dd\uc73c\ub85c \uc804\ub2ec\ud560 \uc218 \uc788\uac8c \ud588\ub2e4.<\/p>\n<h3>\uc2dc\uc0ac\uc810<\/h3>\n<p>MCP\uc758 \ubcc0\ud654\ub294 \ub2e8\uc21c \ud328\ud0a4\uc9c0 \uc5c5\uadf8\ub808\uc774\ub4dc\uac00 \uc544\ub2c8\ub2e4. \ud074\ub77c\uc774\uc5b8\ud2b8, \uc11c\ubc84, \ud504\ub85d\uc2dc, \uad00\uce21 \ub3c4\uad6c\uac00 \uc11c\ub85c \ub2e4\ub978 \ud504\ub85c\ud1a0\ucf5c \uac00\uc815\uc744 \uac00\uc9c0\uba74 \ub3c4\uad6c \ubaa9\ub85d\uc740 \ubcf4\uc774\uc9c0\ub9cc \ud638\ucd9c \uacb0\uacfc\uac00 \ub2ec\ub77c\uc9c0\uac70\ub098, \uad6c\uc870\ud654 \ucd9c\ub825 \ud30c\uc11c\uc640 \uad8c\ud55c \uacbd\uacc4\uac00 \uc5b4\uae0b\ub0a0 \uc218 \uc788\ub2e4. Skills\uc640 \uc774\ubca4\ud2b8 \ub3c4\uc785\uc740 \uc7ac\uc0ac\uc6a9\uc131\uacfc \uc2e4\uc2dc\uac04\uc131\uc744 \ub192\uc774\uc9c0\ub9cc, \ub3d9\uc2dc\uc5d0 \ud655\uc7a5 \uae30\ub2a5\uc758 \uc9c0\uc6d0 \uc5ec\ubd80\ub97c \uba85\uc2dc\uc801\uc73c\ub85c \ud611\uc0c1\ud574\uc57c \ud55c\ub2e4\ub294 \ub73b\uc774\ub2e4.<\/p>\n<h3>\uac1c\ubc1c\uc790 \uc561\uc158<\/h3>\n<ul>\n<li>MCP client\/server\/transport \ubc84\uc804\uc744 \uc11c\ube44\uc2a4\ubcc4\ub85c \uc778\ubca4\ud1a0\ub9ac\ud654\ud558\uace0 1.x\u00b72.x \ud63c\uc7ac \uad6c\uac04\uc744 \ud45c\uc2dc\ud55c\ub2e4.<\/li>\n<li>\uad6c\uc870\ud654 \uacb0\uacfc \uc18c\ube44 \ucf54\ub4dc\ub97c <code>structuredContent<\/code> \uae30\uc900\uc73c\ub85c \ud68c\uadc0 \ud14c\uc2a4\ud2b8\ud558\uace0, \uae30\uc874 <code>result<\/code> \ub798\ud37c \uac00\uc815\uc774 \uc788\ub294\uc9c0 \uac80\uc0c9\ud55c\ub2e4.<\/li>\n<li>A2A\u00b7MCP \uc694\uccad \uba54\ud0c0\ub370\uc774\ud130\ub294 \uc804\uccb4 \uc804\ub2ec\ubcf4\ub2e4 allowlist\ub97c \uae30\ubcf8\uac12\uc73c\ub85c \ub450\uba70 \uc804\ub2ec \ud56d\ubaa9\uc744 \ub85c\uadf8\uc5d0 \ub0a8\uae34\ub2e4.<\/li>\n<\/ul>\n<h2>\ud750\ub984 3. \uc2a4\ud2b8\ub9ac\ubc0d \ub3c4\uad6c \ud638\ucd9c\uc740 \u2018\ubd80\ubd84\uac12\u2019 \uacc4\uc57d\uc744 \uba85\ud655\ud788 \ud574\uc57c \ud55c\ub2e4<\/h2>\n<h3>\ud655\uc778\ub41c \uc0ac\uc2e4<\/h3>\n<p>LangChain Core v1.7.0\uc740 \uc2a4\ud2b8\ub9ac\ubc0d \uc911 tool-call \uc778\uc790\ub97c \uc774\uc804\ucc98\ub7fc \ub204\uc801\ub41c <code>block-delta<\/code> \uc2a4\ub0c5\uc0f7\uc774 \uc544\ub2c8\ub77c \uc0c8 \uc870\uac01\uc778 <code>tool-call-delta<\/code>\ub85c \ub0b4\ubcf4\ub0b8\ub2e4\uace0 \uc548\ub0b4\ud55c\ub2e4. \ub3d9\uc2dc\uc5d0 Vercel AI SDK ai@7.0.153\uc740 \uc5ec\ub7ec assistant \uba54\uc2dc\uc9c0\uc5d0 JSON\uc774 \uc788\uc744 \ub54c \ube44\uc2a4\ud2b8\ub9ac\ubc0d Responses API \uad6c\uc870\ud654 \ucd9c\ub825\uc774 \uc2e4\ud328\ud560 \uc218 \uc788\ub358 \uacbd\uc6b0\ub97c \uc218\uc815\ud574, \ucd5c\uc885 <code>final_answer<\/code> \uc120\ud0dd\uacfc \ub300\ud654 \uc774\ub825\u00b7\uc0ac\uc6a9\ub7c9 \ubcf4\uc874\uc744 \ubd84\ub9ac\ud588\ub2e4.<\/p>\n<h3>\uc2dc\uc0ac\uc810<\/h3>\n<p>\uc5d0\uc774\uc804\ud2b8 UI, \ucd94\uc801 \uc2dc\uc2a4\ud15c, \uc7ac\uc2dc\ub3c4 \ub85c\uc9c1\uc740 \u201c\ub3c4\uad6c \uc778\uc790\uac00 \ub3c4\ucc29\ud560 \ub54c\ub9c8\ub2e4 \uc644\uc131\ub41c \uac1d\uccb4\u201d\ub77c\uace0 \uac00\uc815\ud558\uba74 \uc548 \ub41c\ub2e4. \ubd80\ubd84 \ub378\ud0c0\ub97c \ub204\uc801\ud558\ub294 \uacbd\uacc4\uc640 \uc644\ub8cc \uc774\ubca4\ud2b8\uc5d0\uc11c \uc720\ud6a8\uc131 \uac80\uc0ac\ud558\ub294 \uacbd\uacc4\ub97c \ubd84\ub9ac\ud574\uc57c \ud55c\ub2e4. \uad6c\uc870\ud654 \ucd9c\ub825\uc5d0\uc11c\ub3c4 \uc911\uac04 JSON \uc870\uac01\uacfc \ucd5c\uc885 \ub2f5\uc744 \ud63c\ub3d9\ud558\uba74 \uc798\ubabb\ub41c \uc561\uc158\uc73c\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\ub2e4.<\/p>\n<h3>\uac1c\ubc1c\uc790 \uc561\uc158<\/h3>\n<ul>\n<li>stream consumer\uac00 \ub378\ud0c0\ub97c \ub204\uc801\ud558\ub294\uc9c0, \ub9e4 \uc774\ubca4\ud2b8\ub9c8\ub2e4 \uc804\uccb4 JSON\uc73c\ub85c \ud30c\uc2f1\ud558\ub294\uc9c0 \ud655\uc778\ud55c\ub2e4.<\/li>\n<li>\ub3c4\uad6c \uc2e4\ud589\uc740 \uc644\uc131\ub41c \uc778\uc790 + \uc2a4\ud0a4\ub9c8 \uac80\uc99d + \uc2b9\uc778 \uc815\ucc45 \uc774\ud6c4\uc5d0\ub9cc \uc2dc\uc791\ud558\ub3c4\ub85d \uc0c1\ud0dc \uba38\uc2e0\uc744 \ub454\ub2e4.<\/li>\n<li>\uba40\ud2f0\ud134 \uad6c\uc870\ud654 \ucd9c\ub825 \ud14c\uc2a4\ud2b8\uc5d0 \ubcf5\uc218 assistant \uba54\uc2dc\uc9c0\uc640 \uc911\uac04 JSON\uc744 \ud3ec\ud568\ud55c\ub2e4.<\/li>\n<\/ul>\n<h2>\ud750\ub984 4. \uc6cc\ud06c\ud50c\ub85c \uc5d0\uc774\uc804\ud2b8\uc758 \ucc28\ubcc4\uc810\uc740 \uc790\uc728 \ubd84\uae30\uc640 \uc6b4\uc601 \uac00\uc2dc\uc131\uc758 \uacb0\ud569\uc774\ub2e4<\/h2>\n<h3>\ud655\uc778\ub41c \uc0ac\uc2e4<\/h3>\n<p>Dify 1.18.0\uc740 Agent\uac00 Output Routes\uc758 \uc120\ud0dd \uc870\uac74\uc744 \uae30\ubc18\uc73c\ub85c \ub2e4\uc74c \uc6cc\ud06c\ud50c\ub85c \ubd84\uae30\ub97c \uace0\ub97c \uc218 \uc788\uac8c \ud588\uace0, \uc911\ucca9 workflow run\uc758 \uac00\uc2dc\uc131 \ubc0f opt-in Agent Knowledge Base\ub97c \ucd94\uac00\ud588\ub2e4. \ub2e4\ub9cc \ub9b4\ub9ac\uc2a4 \ub178\ud2b8\ub294 API\u00b7worker\u00b7Agent Backend\u00b7runtime \uc774\ubbf8\uc9c0\ub97c \ud568\uaed8 \uc5c5\uadf8\ub808\uc774\ub4dc\ud558\uace0, \uc0c8\ub85c\uc6b4 \uc2e4\ud589 \ud504\ub85c\ud1a0\ucf5c\uacfc \ub85c\uceec sandbox \uc778\uc99d \ud1a0\ud070, Python 3.13 \uc694\uad6c \uc0ac\ud56d\uc744 \ud655\uc778\ud558\ub77c\uace0 \uba85\uc2dc\ud55c\ub2e4.<\/p>\n<h3>\uc2dc\uc0ac\uc810<\/h3>\n<p>\uc5d0\uc774\uc804\ud2b8\uac00 \ub2e4\uc74c \ub2e8\uacc4\ub97c \uc120\ud0dd\ud558\ub294 \uad6c\uc870\ub294 \uc6b4\uc601 \uc790\ub3d9\ud654 \ubc94\uc704\ub97c \ub113\ud788\uc9c0\ub9cc, \uc624\ub958 \ubd84\uc11d\uc740 \ub354 \uc5b4\ub824\uc6cc\uc9c4\ub2e4. \ub530\ub77c\uc11c \uc790\uc728 \ubd84\uae30\ub97c \ub3c4\uc785\ud558\ub294 \uae30\uc900\uc740 \ub370\ubaa8 \uc131\uacf5\ub960\uc774 \uc544\ub2c8\ub77c \u201c\uc5b4\ub5a4 \uc785\ub825\uc5d0\uc11c \uc5b4\ub5a4 \ub77c\uc6b0\ud2b8\ub97c \uace8\ub790\uace0, \uc5b4\ub5a4 \ub3c4\uad6c \uacb0\uacfc\uac00 \uadf8 \uc120\ud0dd\uc5d0 \uc601\ud5a5\uc744 \uc92c\ub294\uac00\u201d\ub97c \uc7ac\ud604\ud560 \uc218 \uc788\ub294\uc9c0\uc5ec\uc57c \ud55c\ub2e4. \uc5c5\uadf8\ub808\uc774\ub4dc\ub3c4 \ub2e8\uc77c \ucee8\ud14c\uc774\ub108 \uad50\uccb4\uac00 \uc544\ub2c8\ub77c \ub7f0\ud0c0\uc784 \ud504\ub85c\ud1a0\ucf5c \ubcc0\uacbd\uc73c\ub85c \ucde8\uae09\ud574\uc57c \ud55c\ub2e4.<\/p>\n<h2>\uac1c\ubc1c\ud300\uc6a9 3\uc77c \uccb4\ud06c\ub9ac\uc2a4\ud2b8<\/h2>\n<ul>\n<li><strong>\ubcf4\uc548:<\/strong> AI \ucf54\ub529 \ub3c4\uad6c\uc758 sandbox\uc640 MCP config\uc5d0 \ub300\ud574 startup file\u00b7symlink\u00b7\uc4f0\uae30 \uacbd\ub85c \ud14c\uc2a4\ud2b8\ub97c \ucd94\uac00\ud588\ub294\uac00?<\/li>\n<li><strong>\ud638\ud658\uc131:<\/strong> MCP 2.x \uc804\ud658 \ub300\uc0c1\uacfc 1.x \uc794\uc874 \uc11c\ube44\uc2a4\ub97c \ubaa9\ub85d\ud654\ud588\ub294\uac00?<\/li>\n<li><strong>\uc2e0\ub8b0\uc131:<\/strong> tool-call \uc2a4\ud2b8\ub9bc\uc758 \ub378\ud0c0 \ub204\uc801, \uc644\ub8cc \ud310\uc815, \uc2a4\ud0a4\ub9c8 \uac80\uc99d\uc774 \ubd84\ub9ac\ub418\uc5b4 \uc788\ub294\uac00?<\/li>\n<li><strong>\uad00\uce21\uc131:<\/strong> agent route, tool input\/output, \uad8c\ud55c \uc2b9\uc778, \uc2e4\ud589 \uc2dc\uac04, \uc2e4\ud328 \uc6d0\uc778\uc744 \ud558\ub098\uc758 trace\ub85c \uc5f0\uacb0\ud560 \uc218 \uc788\ub294\uac00?<\/li>\n<li><strong>\ubc30\ud3ec:<\/strong> \uc6cc\ud06c\ud50c\ub85c\/agent runtime \uc5c5\uadf8\ub808\uc774\ub4dc\uc5d0\uc11c API\u00b7worker\u00b7sandbox \uc774\ubbf8\uc9c0\uc758 \ubc84\uc804 \uc870\ud569\uc744 \ud14c\uc2a4\ud2b8\ud588\ub294\uac00?<\/li>\n<\/ul>\n<h2>\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38(FAQ)<\/h2>\n<h3>Q. MCP 2.x\ub294 \ubc14\ub85c \uc804\uba74 \uc5c5\uadf8\ub808\uc774\ub4dc\ud574\uc57c \ud558\ub098?<\/h3>\n<p><strong>A.<\/strong> \uc544\ub2c8\ub2e4. \uc6b0\uc120 client\/server\/transport\uc758 \uc2e4\uc81c \ubc84\uc804\uc744 \uc778\ubca4\ud1a0\ub9ac\ud654\ud558\uace0, \uad6c\uc870\ud654 \ucd9c\ub825\u00b7tool schema\u00b7\uc774\ubca4\ud2b8 \uad6c\ub3c5\uc744 \uc4f0\ub294 \uacbd\ub85c\ubd80\ud130 \ud638\ud658\uc131 \ud14c\uc2a4\ud2b8\ub97c \ud574\uc57c \ud55c\ub2e4. \uacf5\uc6a9 MCP \uc11c\ubc84\ub97c \uc6b4\uc601\ud55c\ub2e4\uba74 canary \ud658\uacbd\uc5d0\uc11c 1.x\uc640 2.x \ud074\ub77c\uc774\uc5b8\ud2b8\ub97c \ubaa8\ub450 \uc5f0\uacb0\ud574 \ubcf4\ub294 \ud3b8\uc774 \uc548\uc804\ud558\ub2e4.<\/p>\n<h3>Q. \uc2a4\ud2b8\ub9ac\ubc0d tool-call \ubcc0\uacbd\uc740 \uc0ac\uc6a9\uc790 UI\ub9cc \uace0\uce58\uba74 \ub418\ub098?<\/h3>\n<p><strong>A.<\/strong> \uc544\ub2c8\ub2e4. UI\ubfd0 \uc544\ub2c8\ub77c \ub85c\uadf8 \uc218\uc9d1\uae30, \ube44\uc6a9 \uc9d1\uacc4, \uc7ac\uc2dc\ub3c4 \ud050, \uac10\uc0ac \uc800\uc7a5\uc18c\uac00 \uc911\uac04 \uc774\ubca4\ud2b8\ub97c \uc5b4\ub5bb\uac8c \ud569\uce58\ub294\uc9c0 \ud655\uc778\ud574\uc57c \ud55c\ub2e4. \ud2b9\ud788 \uc774\ubca4\ud2b8\ub9c8\ub2e4 \uc804\uccb4 JSON\uc744 \uc800\uc7a5\ud558\uac70\ub098 \uc2e4\ud589\uc744 \uc989\uc2dc \ud2b8\ub9ac\uac70\ud558\ub294 \uad6c\ud604\uc740 \uc704\ud5d8\ud558\ub2e4.<\/p>\n<h3>Q. \uc774\ubc88 \uae30\uac04\uc758 \uac00\uc7a5 \ub0ae\uc740 \ube44\uc6a9\uc758 \uac1c\uc120\uc740 \ubb34\uc5c7\uc778\uac00?<\/h3>\n<p><strong>A.<\/strong> \ub3c4\uad6c \ud638\ucd9c\uc5d0 \ub300\ud574 \uc785\ub825 \uc2a4\ud0a4\ub9c8 \uac80\uc99d\u00b7\uad8c\ud55c \uc2b9\uc778\u00b7\uc644\ub8cc \ud6c4 \uc2e4\ud589\uc744 \ubd84\ub9ac\ud558\uace0, \uc774\ub97c trace\ub85c \ub0a8\uae30\ub294 \uac83\uc774\ub2e4. \ud2b9\uc815 \ud504\ub808\uc784\uc6cc\ud06c\ub85c\uc758 \uad50\uccb4\ubcf4\ub2e4 \ud604\uc7ac \uc2dc\uc2a4\ud15c\uc758 \uc2e4\ud328 \uc6d0\uc778\uc744 \ucc3e\uace0 \uc7ac\ud604\ud558\ub294 \ub2a5\ub825\uc744 \uba3c\uc800 \ub192\uc778\ub2e4.<\/p>\n<h2>3\uc77c \uacb0\ub860<\/h2>\n<p>\uc774\ubc88 72\uc2dc\uac04\uc758 AI \uac1c\ubc1c \ub3c4\uad6c \uc5c5\ub370\uc774\ud2b8\ub294 \ubaa8\ub378 \uc131\ub2a5 \uacbd\uc7c1\ubcf4\ub2e4 <strong>\uc5d0\uc774\uc804\ud2b8 \uc2e4\ud589\uc758 \uacc4\uc57d\uacfc \ud1b5\uc81c<\/strong>\uc5d0 \uc9d1\uc911\ub410\ub2e4. MCP 2.x\u00b7Skills\u00b7\uc774\ubca4\ud2b8\ub294 \uc5f0\uacb0\uc131\uc744 \ub113\ud788\uace0, Claude Code\uc758 \ubcf4\uc548 \uc218\uc815\uc740 \uc2e4\ud589 \uacbd\uacc4\uc758 \uc138\ubc00\ud568\uc744 \uc694\uad6c\ud558\uba70, LangChain\u00b7Vercel AI SDK\uc758 \uc218\uc815\uc740 \uc2a4\ud2b8\ub9ac\ubc0d\uacfc \uad6c\uc870\ud654 \ucd9c\ub825\uc758 \uc18c\ube44\uc790\uac00 \ub354 \uc5c4\uaca9\ud574\uc57c \ud568\uc744 \ubcf4\uc5ec\uc900\ub2e4. \ub2e4\uc74c \uc2a4\ud504\ub9b0\ud2b8\uc5d0\uc11c\ub294 \uc0c8\ub85c\uc6b4 \uc5d0\uc774\uc804\ud2b8 \uae30\ub2a5\uc744 \ucd94\uac00\ud558\uae30 \uc804\uc5d0 MCP \ubc84\uc804 \uc9c0\ub3c4, tool-call \uc0c1\ud0dc \uba38\uc2e0, sandbox \ud30c\uc77c \uc815\ucc45, trace \ud544\ub4dc\ub97c \ub124 \uac00\uc9c0 \uc6b0\uc120 \uc810\uac80 \ud56d\ubaa9\uc73c\ub85c \uc7a1\ub294 \uac83\uc774 \ud569\ub9ac\uc801\uc774\ub2e4.<\/p>\n<h2>\uc8fc\uc694 \ucd9c\ucc98<\/h2>\n<ul>\n<li><a href=\"https:\/\/github.com\/anthropics\/claude-code\/releases\/tag\/v2.1.309\" target=\"_blank\" rel=\"noopener\">Claude Code v2.1.309 release notes<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/anthropics\/claude-code\/releases\/tag\/v2.1.310\" target=\"_blank\" rel=\"noopener\">Claude Code v2.1.310 release notes<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/modelcontextprotocol\/typescript-sdk\/releases\/tag\/v2.4.0\" target=\"_blank\" rel=\"noopener\">Model Context Protocol TypeScript SDK v2.4.0<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/microsoft\/agent-framework\/releases\/tag\/python-1.23.0\" target=\"_blank\" rel=\"noopener\">Microsoft Agent Framework Python v1.23.0<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/langchain-ai\/langchain\/releases\/tag\/langchain-core%3D%3D1.7.0\" target=\"_blank\" rel=\"noopener\">LangChain Core v1.7.0<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/vercel\/ai\/releases\/tag\/ai%407.0.153\" target=\"_blank\" rel=\"noopener\">Vercel AI SDK ai@7.0.153<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/langgenius\/dify\/releases\/tag\/1.18.0\" target=\"_blank\" rel=\"noopener\">Dify 1.18.0<\/a><\/li>\n<\/ul>\n<h2>\ub354 \uae4a\uac8c \uc77d\uae30: \uc2e4\uc804 \uac00\uc774\ub4dc<\/h2>\n<p>\uc774 \ub9ac\ud3ec\ud2b8\ub294 \ucd5c\uadfc \ud750\ub984\uc744 \ube60\ub974\uac8c \ud30c\uc545\ud558\uae30 \uc704\ud55c \uc694\uc57d\uc785\ub2c8\ub2e4. \uc2e4\uc81c \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc801\uc6a9\ud560 \ub54c\ub294 \uc544\ub798\uc758 \uae30\uc900 \uae00\uacfc \ud568\uaed8 \ud655\uc778\ud558\uba74 \ub354 \uc548\uc804\ud569\ub2c8\ub2e4.<\/p>\n<ul>\n<li><a href=\"https:\/\/gilnas.synology.me\/wordpress\/113\/\">AI \uc5d0\uc774\uc804\ud2b8\ub780 \ubb34\uc5c7\uc778\uac00?<\/a><\/li>\n<li><a href=\"https:\/\/gilnas.synology.me\/wordpress\/114\/\">\ud504\ub86c\ud504\ud2b8 \uc778\uc81d\uc158 \ubcf4\uc548 \uccb4\ud06c\ub9ac\uc2a4\ud2b8<\/a><\/li>\n<li><a href=\"https:\/\/gilnas.synology.me\/wordpress\/115\/\">AI \ucf54\ub529 \ub3c4\uad6c \uc548\uc804 \uc6cc\ud06c\ud50c\ub85c<\/a><\/li>\n<li><a href=\"https:\/\/gilnas.synology.me\/wordpress\/118\/\">\uac1c\ubc1c\uc790 \ube14\ub85c\uadf8 \uc560\ub4dc\uc13c\uc2a4 \uc2b9\uc778 \uc804\ub7b5<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\uc694\uc57d: 2026\ub144 10\uc6d4 22\uc77c~25\uc77c(KST) AI\/LLM\u00b7AI Agent \uac1c\ubc1c \ub3c4\uad6c\uc758 \ud575\uc2ec \ud750\ub984\uc740 MCP 2.x \uc804\ud658, \uc2e4\ud589 \uad8c\ud55c \ud1b5\uc81c, \uad00\uce21\uc131, \uc2a4\ud2b8\ub9ac\ubc0d \ub3c4\uad6c \ud638\ucd9c\uc758 \uc815\ud655\uc131\uc744 \uc81c\ud488 \uacc4\uc57d\uc73c\ub85c \uc815\ucc29\uc2dc\ud0a4\ub294 \ucabd\uc5d0 \uc788\uc5c8\ub2e4. \uc774 3\uc77c \ub9ac\ud3ec\ud2b8\ub294 Claude Code, MCP TypeScript SDK, Microsoft Agent Framework, Dify, LangChain, Vercel AI SDK\uc758 \uacf5\uac1c \ub9b4\ub9ac\uc2a4\ub97c \ubc14\ud0d5\uc73c\ub85c \uac1c\ubc1c\ud300\uc774 \uc9c0\uae08 \uc810\uac80\ud560 \ud56d\ubaa9\uc744 \uc815\ub9ac\ud55c\ub2e4. \ud575\uc2ec \ub2f5\ubcc0 \uc9c0\uae08 AI \uc5d0\uc774\uc804\ud2b8 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":665,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-666","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-trend"],"blocksy_meta":[],"_links":{"self":[{"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/posts\/666","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/comments?post=666"}],"version-history":[{"count":0,"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/posts\/666\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/media\/665"}],"wp:attachment":[{"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/media?parent=666"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/categories?post=666"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gilnas.synology.me\/wordpress\/wp-json\/wp\/v2\/tags?post=666"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}