์ฝ˜ํ…์ธ ๋กœ ์ด๋™

AI์™€ ํ•จ๊ป˜ ์ฝ”๋”ฉํ•˜๊ธฐ

AI ์ฝ”๋”ฉ ์–ด์‹œ์Šคํ„ดํŠธ๋ฅผ ์‚ฌ์šฉํ•ด Agent Development Kit(ADK)๋กœ ์—์ด์ „ํŠธ๋ฅผ ๊ตฌ์ถ•ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ํ”„๋กœ์ ํŠธ์— ๊ฐœ๋ฐœ ์Šคํ‚ฌ์„ ์„ค์น˜ํ•˜๊ฑฐ๋‚˜ MCP ์„œ๋ฒ„๋ฅผ ํ†ตํ•ด ADK ๋ฌธ์„œ๋ฅผ ์—ฐ๊ฒฐํ•ด ์ฝ”๋”ฉ ์—์ด์ „ํŠธ์— ADK ์ „๋ฌธ์„ฑ์„ ์ œ๊ณตํ•˜์„ธ์š”.

  • Agent Platform์˜ Agents CLI: ADK ๊ฐœ๋ฐœ์„ ์œ„ํ•œ ๋ช…๋ น์ค„ ๋„๊ตฌ ๋ฐ ์ฝ”๋”ฉ ์Šคํ‚ฌ.
  • ADK Docs MCP Server: MCP ์„œ๋ฒ„๋ฅผ ํ†ตํ•ด ์ฝ”๋”ฉ ๋„๊ตฌ๋ฅผ ADK ๋ฌธ์„œ์— ์—ฐ๊ฒฐํ•ฉ๋‹ˆ๋‹ค.
  • ADK Docs Index: llms.txt ํ‘œ์ค€์„ ๋”ฐ๋ฅด๋Š” ๋จธ์‹  ๋ฆฌ๋”๋ธ” ๋ฌธ์„œ ํŒŒ์ผ์ž…๋‹ˆ๋‹ค.

Agents CLI

Agents CLI ๋„๊ตฌ ์„ธํŠธ๋ฅผ ์‚ฌ์šฉํ•˜๋ฉด Antigravity, Claude Code, Cursor ๋ฐ ๊ธฐํƒ€ AI ์ฝ”๋”ฉ ๋„๊ตฌ๋ฅผ ํฌํ•จํ•˜์—ฌ ์ฆ๊ฒจ ์‚ฌ์šฉํ•˜๋Š” AI ์ฝ”๋”ฉ ํ™˜๊ฒฝ์— ADK ์—์ด์ „ํŠธ ์ „๋ฌธ์„ฑ์„ ์—ฐ๊ฒฐํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ํ˜„์žฌ ์‚ฌ์šฉ ์ค‘์ธ AI ๊ธฐ๋ฐ˜ ๊ฐœ๋ฐœ ํ™˜๊ฒฝ์— Agents CLI๋ฅผ ์„ค์น˜ํ•˜์—ฌ ADK ์—์ด์ „ํŠธ๋ฅผ ์Šค์บํด๋”ฉ, ๋นŒ๋“œ, ํ…Œ์ŠคํŠธ, ํ‰๊ฐ€ ๋ฐ ๋ฐฐํฌํ•˜์„ธ์š”. ๋‹ค์Œ๊ณผ ๊ฐ™์€ Agents CLI ์Šคํ‚ฌ๋กœ ๊ฐœ๋ฐœ ํ™˜๊ฒฝ์„ ๋ณด์™„ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

  • ๊ฐœ๋ฐœ ์ˆ˜๋ช… ์ฃผ๊ธฐ ๋ฐ ์ฝ”๋”ฉ ๊ฐ€์ด๋“œ๋ผ์ธ
  • ํ”„๋กœ์ ํŠธ ์Šค์บํด๋”ฉ
  • ํ‰๊ฐ€ ๋ฐฉ๋ฒ•๋ก  ๋ฐ ์ ์ˆ˜ํ™”
  • Agent Runtime, Cloud Run ๋ฐ GKE ๋ฐฐํฌ
  • Gemini Enterprise ์—์ด์ „ํŠธ ๊ฒŒ์‹œ
  • ํŠธ๋ ˆ์ด์‹ฑ, ๋กœ๊น… ๋ฐ ํ†ตํ•ฉ
  • Python API ๋น ๋ฅธ ์ฐธ์กฐ ๋ฐ ๋ฌธ์„œ ์ธ๋ฑ์Šค

Agents CLI๋ฅผ ์„ค์น˜ํ•˜๊ณ  ADK ๊ฐœ๋ฐœ ์Šคํ‚ฌ์„ ์„ค์ •ํ•˜๋ ค๋ฉด ๋‹ค์Œ์„ ์‹คํ–‰ํ•˜์„ธ์š”.

uvx google-agents-cli setup

๊ฐœ๋ฐœ ํ™˜๊ฒฝ์—์„œ Agents CLI๋ฅผ ์„ค์น˜ํ•˜๊ณ  ์‚ฌ์šฉํ•˜๋Š” ๋ฐฉ๋ฒ•์— ๋Œ€ํ•œ ์ž์„ธํ•œ ๋‚ด์šฉ์€ Agents CLI ๋ฌธ์„œ๋ฅผ ์ฐธ๊ณ ํ•˜์„ธ์š”.

ADK Docs MCP Server

MCP ์„œ๋ฒ„๋ฅผ ์‚ฌ์šฉํ•˜๋„๋ก ์ฝ”๋”ฉ ๋„๊ตฌ๋ฅผ ๊ตฌ์„ฑํ•˜๋ฉด ADK ๋ฌธ์„œ๋ฅผ ๊ฒ€์ƒ‰ํ•˜๊ณ  ์ฝ์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์•„๋ž˜์—๋Š” ๋„๋ฆฌ ์“ฐ์ด๋Š” ๋„๊ตฌ์˜ ์„ค์ • ๋ฐฉ๋ฒ•์ด ๋‚˜์™€ ์žˆ์Šต๋‹ˆ๋‹ค.

Antigravity

Antigravity์— ADK ๋ฌธ์„œ MCP ์„œ๋ฒ„๋ฅผ ์ถ”๊ฐ€ํ•˜๋ ค๋ฉด(uv ํ•„์š”):

  1. ์—๋””ํ„ฐ ์ƒ๋‹จ ์—์ด์ „ํŠธ ํŒจ๋„์˜ ...(๋”๋ณด๊ธฐ) ๋ฉ”๋‰ด์—์„œ MCP ์Šคํ† ์–ด๋ฅผ ์—ฝ๋‹ˆ๋‹ค.
  2. Manage MCP Servers๋ฅผ ํด๋ฆญํ•œ ๋‹ค์Œ View raw config๋ฅผ ํด๋ฆญํ•ฉ๋‹ˆ๋‹ค.
  3. mcp_config.json์— ๋‹ค์Œ ๋‚ด์šฉ์„ ์ถ”๊ฐ€ํ•ฉ๋‹ˆ๋‹ค.

    {
      "mcpServers": {
        "adk-docs-mcp": {
          "command": "uvx",
          "args": [
            "--from",
            "mcpdoc",
            "--with",
            "mcp<2",
            "mcpdoc",
            "--urls",
            "AgentDevelopmentKit:https://adk.dev/llms.txt",
            "--transport",
            "stdio"
          ]
        }
      }
    }
    

Claude Code

Claude Code์— ADK ๋ฌธ์„œ MCP ์„œ๋ฒ„๋ฅผ ์ถ”๊ฐ€ํ•˜๋ ค๋ฉด ๋‹ค์Œ์„ ์‹คํ–‰ํ•˜์„ธ์š”.

claude mcp add adk-docs --transport stdio -- uvx --from mcpdoc --with "mcp<2" mcpdoc --urls AgentDevelopmentKit:https://adk.dev/llms.txt --transport stdio

Cursor

Cursor์— ADK ๋ฌธ์„œ MCP ์„œ๋ฒ„๋ฅผ ์ถ”๊ฐ€ํ•˜๋ ค๋ฉด (uv ํ•„์š”):

  1. Cursor Settings๋ฅผ ์—ด๊ณ  Tools & MCP ํƒญ์œผ๋กœ ์ด๋™ํ•ฉ๋‹ˆ๋‹ค.
  2. New MCP Server๋ฅผ ํด๋ฆญํ•˜๋ฉด mcp.json ํŽธ์ง‘๊ธฐ๊ฐ€ ์—ด๋ฆฝ๋‹ˆ๋‹ค.
  3. mcp.json์— ๋‹ค์Œ ๋‚ด์šฉ์„ ์ถ”๊ฐ€ํ•ฉ๋‹ˆ๋‹ค.

    {
      "mcpServers": {
        "adk-docs-mcp": {
          "command": "uvx",
          "args": [
            "--from",
            "mcpdoc",
            "--with",
            "mcp<2",
            "mcpdoc",
            "--urls",
            "AgentDevelopmentKit:https://adk.dev/llms.txt",
            "--transport",
            "stdio"
          ]
        }
      }
    }
    

MCP ๋ฒ„์ „ ์„ค์ •

mcp<2 ์ œ์•ฝ ์กฐ๊ฑด ์„ค์ •์€ mcpdoc์ด ํ˜„์žฌ ์‚ฌ์šฉ ์ค‘์ธ MCP 1.x FastMCP API์™€์˜ ํ˜ธํ™˜์„ฑ์„ ์œ ์ง€ํ•˜๋„๋ก ํ•ฉ๋‹ˆ๋‹ค.

Other Tools

MCP ์„œ๋ฒ„๋ฅผ ์ง€์›ํ•˜๋Š” ๋ชจ๋“  ์ฝ”๋”ฉ ๋„๊ตฌ๋Š” ์œ„์™€ ๊ฐ™์€ ์„œ๋ฒ„ ๊ตฌ์„ฑ์„ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์‚ฌ์šฉํ•˜๋Š” ๋„๊ตฌ์˜ MCP ์„ค์ •์— ๋งž๊ฒŒ Antigravity ๋˜๋Š” Cursor ์„น์…˜์˜ JSON ์˜ˆ์‹œ๋ฅผ ์กฐ์ •ํ•˜์„ธ์š”.

ADK Docs Index

ADK ๋ฌธ์„œ๋Š” llms.txt ํ‘œ์ค€์„ ๋”ฐ๋ฅด๋Š” ๋จธ์‹  ๋ฆฌ๋”๋ธ” ํŒŒ์ผ๋กœ ์ œ๊ณต๋ฉ๋‹ˆ๋‹ค. ์ด ํŒŒ์ผ์€ ๋ฌธ์„œ๊ฐ€ ์—…๋ฐ์ดํŠธ๋  ๋•Œ๋งˆ๋‹ค ์ƒ์„ฑ๋˜๋ฉฐ ํ•ญ์ƒ ์ตœ์‹  ์ƒํƒœ๋ฅผ ์œ ์ง€ํ•ฉ๋‹ˆ๋‹ค.

ํŒŒ์ผ ์„ค๋ช… URL
llms.txt ๋งํฌ๊ฐ€ ํฌํ•จ๋œ ๋ฌธ์„œ ์ธ๋ฑ์Šค adk.dev/llms.txt
llms-full.txt ์ „์ฒด ๋ฌธ์„œ๋ฅผ ํ•˜๋‚˜์˜ ํŒŒ์ผ๋กœ ์ œ๊ณต adk.dev/llms-full.txt