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MCP AI Orchestration Server

by Hyunssu-kim

๐Ÿค– MCP AI Orchestration Server

์งˆ๋ฌธ์„ ๋ฐ›์•„ Gemini์™€ Claude CLI์— ๊ฐ๊ฐ ์ „๋‹ฌํ•˜์—ฌ ๋‘ AI์˜ ๋‹ต๋ณ€์„ ๋™์‹œ์— ๋ฐ›์„ ์ˆ˜ ์žˆ๋Š” MCP ์„œ๋ฒ„์ž…๋‹ˆ๋‹ค.

๐Ÿ“ ํ”„๋กœ์ ํŠธ ๊ตฌ์กฐ

๐Ÿค MCP Collaborative AI Server/
โ”œโ”€โ”€ ๐Ÿ“‚ src/                          # ์†Œ์Šค ์ฝ”๋“œ
โ”‚   โ”œโ”€โ”€ ๐Ÿš€ servers/                  # MCP ์„œ๋ฒ„๋“ค
โ”‚   โ”‚   โ”œโ”€โ”€ orchestration_server.py          # ๋ฉ”์ธ ์˜ค์ผ€์ŠคํŠธ๋ ˆ์ด์…˜ ์„œ๋ฒ„
โ”‚   โ”‚   โ”œโ”€โ”€ enhanced_collaborative_server.py # ๊ธฐ์กด ํ˜‘์—… ์„œ๋ฒ„ (๋ ˆ๊ฑฐ์‹œ)
โ”‚   โ”‚   โ”œโ”€โ”€ basic_collaborative_server.py     # ๊ธฐ๋ณธ ์‹œ๋ฎฌ๋ ˆ์ด์…˜ ์„œ๋ฒ„
โ”‚   โ”‚   โ”œโ”€โ”€ ultra_simple_server.py           # ํ…Œ์ŠคํŠธ์šฉ ์ตœ์†Œ MCP ์„œ๋ฒ„
โ”‚   โ”‚   โ””โ”€โ”€ simple_test_server.py            # ๊ฐ„๋‹จํ•œ ํ…Œ์ŠคํŠธ ์„œ๋ฒ„
โ”‚   โ”œโ”€โ”€ ๐Ÿ› ๏ธ tools/                   # ๊ฐœ๋ฐœ ๋„๊ตฌ๋“ค
โ”‚   โ”‚   โ””โ”€โ”€ debug_dashboard.py               # ์‹œ๊ฐ์  ํ˜‘์—… ๊ณผ์ • ๋Œ€์‹œ๋ณด๋“œ
โ”‚   โ””โ”€โ”€ โš™๏ธ utils/                   # ์œ ํ‹ธ๋ฆฌํ‹ฐ ํ•จ์ˆ˜๋“ค
โ”œโ”€โ”€ ๐Ÿ“‚ scripts/                      # ์‹คํ–‰ ์Šคํฌ๋ฆฝํŠธ๋“ค
โ”‚   โ”œโ”€โ”€ start_collaborative_server.sh        # ์„œ๋ฒ„ ์‹œ์ž‘ (๋กœ๊ทธ ํฌํ•จ)
โ”‚   โ”œโ”€โ”€ start_server.sh                     # ๊ธฐ๋ณธ ์„œ๋ฒ„ ์‹œ์ž‘
โ”‚   โ”œโ”€โ”€ monitor_logs.sh                     # ์‹ค์‹œ๊ฐ„ ๋กœ๊ทธ ๋ชจ๋‹ˆํ„ฐ๋ง
โ”‚   โ””โ”€โ”€ check_claude_logs.sh               # Claude Desktop ๋กœ๊ทธ ํ™•์ธ
โ”œโ”€โ”€ ๐Ÿ“‚ configs/                      # ์„ค์ • ํŒŒ์ผ๋“ค
โ”‚   โ”œโ”€โ”€ claude_desktop_config.json          # Claude Desktop ์„ค์ • ์˜ˆ์ œ
โ”‚   โ”œโ”€โ”€ config.json.example                 # ๊ธฐ๋ณธ ์„ค์ • ์˜ˆ์ œ
โ”‚   โ””โ”€โ”€ mcp_config.json                     # MCP ์„œ๋ฒ„ ์„ค์ •
โ”œโ”€โ”€ ๐Ÿ“‚ examples/                     # ์‚ฌ์šฉ ์˜ˆ์ œ๋“ค
โ”‚   โ””โ”€โ”€ run_example.py                      # ๊ธฐ๋ณธ ์‚ฌ์šฉ ์˜ˆ์ œ
โ”œโ”€โ”€ ๐Ÿ“‚ docs/                         # ๋ฌธ์„œ๋“ค
โ”‚   โ”œโ”€โ”€ README_COLLABORATIVE.md             # ์ƒ์„ธํ•œ ํ˜‘์—… ์‹œ์Šคํ…œ ์„ค๋ช…
โ”‚   โ”œโ”€โ”€ SYSTEM_ARCHITECTURE.md             # ์‹œ์Šคํ…œ ๊ตฌ์กฐ ๋ฌธ์„œ
โ”‚   โ”œโ”€โ”€ system_architecture_diagram.html    # ์ธํ„ฐ๋ž™ํ‹ฐ๋ธŒ ๋‹ค์ด์–ด๊ทธ๋žจ
โ”‚   โ””โ”€โ”€ CLAUDE.md                          # MCP ์„œ๋ฒ„ ์ •๋ณด
โ”œโ”€โ”€ ๐Ÿ“‚ tests/                        # ํ…Œ์ŠคํŠธ ์ฝ”๋“œ๋“ค (์˜ˆ์ •)
โ”œโ”€โ”€ ๐Ÿ“‚ logs/                         # ๋กœ๊ทธ ํŒŒ์ผ๋“ค
โ”œโ”€โ”€ ๐Ÿ“„ requirements.txt              # Python ์˜์กด์„ฑ
โ”œโ”€โ”€ ๐Ÿ“„ .gitignore                   # Git ๋ฌด์‹œ ํŒŒ์ผ๋“ค
โ””โ”€โ”€ ๐Ÿ“„ README.md                    # ์ด ํŒŒ์ผ

Related MCP server: Claude-Gemini MCP Integration Server

โœจ ์ฃผ์š” ํŠน์ง•

๐Ÿค– AI ์˜ค์ผ€์ŠคํŠธ๋ ˆ์ด์…˜

  • ์งˆ๋ฌธ์„ ๋‘ AI์—๊ฒŒ ๋™์‹œ ์ „๋‹ฌ

  • Gemini์™€ Claude CLI ์—ฐ๋™

  • ๊ฐ AI์˜ ์ˆœ์ˆ˜ํ•œ ๋‹ต๋ณ€ ์ œ๊ณต

  • ์„ฑ๊ฒฉ์ด๋‚˜ ์—ญํ•  ์—†์ด ์žˆ๋Š” ๊ทธ๋Œ€๋กœ ์‘๋‹ต

๐ŸŽฏ ์‚ฌ์šฉ ๊ฐ€๋Šฅํ•œ ๋„๊ตฌ๋“ค

  1. ask_both_ai - ์งˆ๋ฌธ์„ ๋‘ AI์—๊ฒŒ ๋™์‹œ ์ „๋‹ฌ

  2. get_orchestration_stats - ์˜ค์ผ€์ŠคํŠธ๋ ˆ์ด์…˜ ํ†ต๊ณ„ ์กฐํšŒ

๐Ÿš€ ๋น ๋ฅธ ์‹œ์ž‘

1. ์ €์žฅ์†Œ ํด๋ก 

git clone https://github.com/Hyunssu-kim/mcp_server_claude_test.git
cd mcp_server_claude_test

2. ์˜์กด์„ฑ ์„ค์น˜

pip install -r requirements.txt

3. ์„œ๋ฒ„ ์‹คํ–‰

# ๋ฉ”์ธ ์˜ค์ผ€์ŠคํŠธ๋ ˆ์ด์…˜ ์„œ๋ฒ„ ์‹คํ–‰
python src/servers/orchestration_server.py

# ๊ธฐ๋ณธ ์‹œ๋ฎฌ๋ ˆ์ด์…˜ ์„œ๋ฒ„ ์‹คํ–‰ (CLI ์—†์ด)
python src/servers/basic_collaborative_server.py

4. Claude Desktop ์„ค์ •

{
  "mcpServers": {
    "orchestration-ai": {
      "command": "/usr/local/bin/python3",
      "args": ["/path/to/src/servers/orchestration_server.py"]
    }
  }
}

๐Ÿ’ก ์‚ฌ์šฉ ์˜ˆ์ œ

๐Ÿค– ๋‘ AI์—๊ฒŒ ๋™์‹œ ์งˆ๋ฌธ

ask_both_ai ๋„๊ตฌ๋กœ "Python ์›น์•ฑ ๋งŒ๋“œ๋Š” ๋ฐฉ๋ฒ•"์„ ์งˆ๋ฌธํ•ด์ฃผ์„ธ์š”

๐Ÿ“Š ํ†ต๊ณ„ ์กฐํšŒ

get_orchestration_stats ๋„๊ตฌ๋กœ ์˜ค์ผ€์ŠคํŠธ๋ ˆ์ด์…˜ ํ†ต๊ณ„๋ฅผ ํ™•์ธํ•ด์ฃผ์„ธ์š”

๐Ÿ” CLI ๋„๊ตฌ ํ™•์ธ

# Gemini CLI ํ™•์ธ
which gemini

# Claude CLI ํ™•์ธ
which claude

๐Ÿ” ๋ชจ๋‹ˆํ„ฐ๋ง

๊ธฐ๋ณธ ๋กœ๊ทธ ํ™•์ธ

# ์„œ๋ฒ„ ์‹คํ–‰ ์‹œ ์ฝ˜์†” ์ถœ๋ ฅ ํ™•์ธ
python src/servers/orchestration_server.py

๐Ÿ›ก๏ธ ํŠธ๋Ÿฌ๋ธ”์ŠˆํŒ…

MCP ์„œ๋ฒ„๊ฐ€ ์ธ์‹๋˜์ง€ ์•Š์„ ๋•Œ

  1. Claude Desktop ์žฌ์‹œ์ž‘

  2. ์„ค์ • ํŒŒ์ผ ๊ฒฝ๋กœ ํ™•์ธ

  3. Python ๊ฒฝ๋กœ ํ™•์ธ: /usr/local/bin/python3

  4. ๊ธฐ๋ณธ ์„œ๋ฒ„๋กœ ํ…Œ์ŠคํŠธ: src/servers/basic_collaborative_server.py

CLI ๋„๊ตฌ๊ฐ€ ์—†์„ ๋•Œ

  1. Gemini CLI ์„ค์น˜ ํ•„์š”

  2. Claude CLI ์„ค์น˜ ํ•„์š”

  3. PATH ํ™˜๊ฒฝ๋ณ€์ˆ˜ ํ™•์ธ

๐Ÿ“š ์ถ”๊ฐ€ ๋ฌธ์„œ

๐ŸŽจ ์˜ค์ผ€์ŠคํŠธ๋ ˆ์ด์…˜ ์›Œํฌํ”Œ๋กœ์šฐ

๐Ÿ“ ์งˆ๋ฌธ ์ž…๋ ฅ
   โ†“
๐Ÿ”„ ๋‘ AI์—๊ฒŒ ๋™์‹œ ์ „๋‹ฌ
   โ†“
๐Ÿ”ธ Gemini ์‘๋‹ต    ๐Ÿ”น Claude ์‘๋‹ต
   โ†“                โ†“
๐Ÿ“Š ๊ฒฐ๊ณผ ํ†ตํ•ฉ ๋ฐ ํ‘œ์‹œ

๐Ÿค– AI ์‘๋‹ต ํŠน์„ฑ

  • ๐Ÿ”ธ Gemini: ๊ฐ์ž์˜ ๊ณ ์œ ํ•œ ํŠน์„ฑ์œผ๋กœ ๋‹ต๋ณ€

  • ๐Ÿ”น Claude: ๊ฐ์ž์˜ ๊ณ ์œ ํ•œ ํŠน์„ฑ์œผ๋กœ ๋‹ต๋ณ€

  • ๐Ÿค ์˜ค์ผ€์ŠคํŠธ๋ ˆ์ด์…˜: ๋‘ AI์˜ ์„œ๋กœ ๋‹ค๋ฅธ ๋‹ต๋ณ€์„ ๋‚˜๋ž€ํžˆ ์ œ๊ณต

๐Ÿ“ˆ ํŠน์ง•

  • ๋™์‹œ ์‹คํ–‰์œผ๋กœ ๋น ๋ฅธ ์‘๋‹ต ์ˆ˜์ง‘

  • CLI ์ง์ ‘ ์—ฐ๋™์œผ๋กœ ์ˆœ์ˆ˜ํ•œ AI ๋‹ต๋ณ€

  • ๊ฐ„๋‹จํ•œ ๊ตฌ์กฐ๋กœ ์ดํ•ดํ•˜๊ธฐ ์‰ฌ์›€

  • ๋น„๊ต ๋ถ„์„์„ ํ†ตํ•œ ๋‹ค์–‘ํ•œ ๊ด€์  ์ œ๊ณต

๐Ÿ”ง ๊ธฐ์ˆ ์  ํŠน์ง•

  • JSON-RPC 2.0 ํ”„๋กœํ† ์ฝœ ๊ธฐ๋ฐ˜

  • ๋น„๋™๊ธฐ ์ฒ˜๋ฆฌ๋กœ ๋™์‹œ ์‹คํ–‰

  • CLI ํ”„๋กœ์„ธ์Šค ๊ด€๋ฆฌ

  • ๊ฐ„๋‹จํ•œ ํ†ต๊ณ„ ์ถ”์ 

๐Ÿค ๊ธฐ์—ฌํ•˜๊ธฐ

  1. ์ด ์ €์žฅ์†Œ๋ฅผ Fork

  2. ์ƒˆ๋กœ์šด ๊ธฐ๋Šฅ ๋ธŒ๋žœ์น˜ ์ƒ์„ฑ (git checkout -b feature/amazing-feature)

  3. ๋ณ€๊ฒฝ์‚ฌํ•ญ ์ปค๋ฐ‹ (git commit -m 'Add amazing feature')

  4. ๋ธŒ๋žœ์น˜์— ํ‘ธ์‹œ (git push origin feature/amazing-feature)

  5. Pull Request ์ƒ์„ฑ

๐Ÿ“„ ๋ผ์ด์„ ์Šค

์ด ํ”„๋กœ์ ํŠธ๋Š” MIT ๋ผ์ด์„ ์Šค ํ•˜์— ๋ฐฐํฌ๋ฉ๋‹ˆ๋‹ค. ์ž์„ธํ•œ ๋‚ด์šฉ์€ LICENSE ํŒŒ์ผ์„ ์ฐธ์กฐํ•˜์„ธ์š”.

๐Ÿ‘ฅ ์ œ์ž‘์ž

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