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Universal SQLite DB MCP Server

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๐Ÿง  SQLite MCP: Zero-Config AI Sidekick

SQLite MCP๋Š” AI๊ฐ€ ๋‹น์‹ ์˜ ๋กœ์ปฌ ๋ฐ์ดํ„ฐ์— ์ ‘๊ทผํ•˜๊ณ , ๋ถ„์„ํ•˜๋ฉฐ, ์ง€์‹์„ ๊ด€๋ฆฌํ•  ์ˆ˜ ์žˆ๊ฒŒ ๋•๋Š” ๊ฐ€์žฅ ๋‹จ์ˆœํ•˜๊ณ  ๊ฐ•๋ ฅํ•œ ์ธํ„ฐํŽ˜์ด์Šค์ž…๋‹ˆ๋‹ค.

๐Ÿš€ ํ”„๋กœ์ ํŠธ ์ฒ ํ•™: "Zero-Configuration Sidekick"

ํ˜„๋Œ€์ ์ธ AI ๋„๊ตฌ๋“ค์€ ์ข…์ข… ๋ณต์žกํ•œ API ์„ค์ •, ํด๋ผ์šฐ๋“œ ์—ฐ๋™, ๋ฐ์ดํ„ฐ ํ”„๋ผ์ด๋ฒ„์‹œ ๋ฌธ์ œ๋ฅผ ๋™๋ฐ˜ํ•ฉ๋‹ˆ๋‹ค. ์ด MCP๋Š” ๋‹ค์Œ ์„ธ ๊ฐ€์ง€ ์›์น™์„ ๋”ฐ๋ฆ…๋‹ˆ๋‹ค.

  1. Zero-Config: API Key๋‚˜ ๋ณต์žกํ•œ ์„œ๋ฒ„ ์„ค์ •์ด ํ•„์š” ์—†์Šต๋‹ˆ๋‹ค. ์˜ค์ง .db ํŒŒ์ผ ํ•˜๋‚˜๋ฉด ์ถฉ๋ถ„ํ•ฉ๋‹ˆ๋‹ค.
  2. Portable Brain: ํ”„๋กœ์ ํŠธ ํด๋”๋งˆ๋‹ค ๋…๋ฆฝ๋œ SQLite DB๋ฅผ ๋‘์–ด AI๊ฐ€ ํ•ด๋‹น ํ”„๋กœ์ ํŠธ์˜ '๊ธฐ์–ต'์„ ๋กœ์ปฌ์— ์ €์žฅํ•˜๊ณ  ๊บผ๋‚ด ์“ธ ์ˆ˜ ์žˆ๊ฒŒ ํ•ฉ๋‹ˆ๋‹ค.
  3. Security First: ๋ฌผ๋ฆฌ์ (mode=ro) ๋ฐ ๋…ผ๋ฆฌ์ (SQL ํ•„ํ„ฐ๋ง) ์ด์ค‘ ๋ณด์•ˆ์„ ํ†ตํ•ด AI๊ฐ€ ์‹ค์ˆ˜๋กœ ๋ฐ์ดํ„ฐ๋ฅผ ์ˆ˜์ •ํ•˜๊ฑฐ๋‚˜ ์‚ญ์ œํ•˜๋Š” ๊ฒƒ์„ ์›์ฒœ ์ฐจ๋‹จํ•ฉ๋‹ˆ๋‹ค.

๐Ÿ›  ์ฃผ์š” ๊ธฐ๋Šฅ

  • ๐Ÿ” Database Discovery: ํŠน์ • ๊ฒฝ๋กœ ๋‚ด์˜ ๋ชจ๋“  SQLite ํŒŒ์ผ(.db, .sqlite, .sqlite3)์„ ์ž๋™์œผ๋กœ ์Šค์บ”ํ•ฉ๋‹ˆ๋‹ค.
  • ๐Ÿ—บ Schema Introspection: DB์˜ ์ „์ฒด ๊ตฌ์กฐ(ํ…Œ์ด๋ธ”, ์ปฌ๋Ÿผ ํƒ€์ž…)๋ฅผ ํ•œ๋ˆˆ์— ํŒŒ์•…ํ•˜์—ฌ AI๊ฐ€ ๋ฐ์ดํ„ฐ์˜ ๋งฅ๋ฝ์„ ์™„๋ฒฝํžˆ ์ดํ•ดํ•˜๊ฒŒ ๋•์Šต๋‹ˆ๋‹ค.
  • โšก Secure Querying: ์˜ค์ง SELECT ์ฟผ๋ฆฌ๋งŒ ํ—ˆ์šฉํ•˜๋Š” ๊ฐ•๋ ฅํ•œ ์ฝ๊ธฐ ์ „์šฉ ๋ชจ๋“œ๋กœ ์•ˆ์ „ํ•œ ๋ฐ์ดํ„ฐ ๋ถ„์„์„ ์ˆ˜ํ–‰ํ•ฉ๋‹ˆ๋‹ค.
  • ๐Ÿ“ AI-Ready Schema: ์ƒ˜ํ”Œ ๋ฐ์ดํ„ฐ๋ฅผ ๋ฏธ๋ฆฌ ๋ณด๊ธฐํ•˜์—ฌ AI๊ฐ€ ์ฟผ๋ฆฌ๋ฅผ ์ž‘์„ฑํ•˜๊ธฐ ์ „ ๋ฐ์ดํ„ฐ์˜ ์‹ค์ œ ํ˜•ํƒœ๋ฅผ ํ•™์Šตํ•ฉ๋‹ˆ๋‹ค.

๐Ÿ“ฆ ์„ค์น˜ ๋ฐ ์„ค์ •

1. ์‚ฌ์ „ ์š”๊ตฌ ์‚ฌํ•ญ

  • Python 3.10 ์ด์ƒ
  • uv (์ถ”์ฒœ)

2. ์„ค์น˜

cd sqlite-mcp
uv pip install .

3. Claude Desktop ์„ค์ •

claude_desktop_config.json ํŒŒ์ผ์— ์•„๋ž˜ ์„ค์ •์„ ์ถ”๊ฐ€ํ•˜์„ธ์š”. (๊ฒฝ๋กœ๋Š” ์‹ค์ œ ํ”„๋กœ์ ํŠธ ๊ฒฝ๋กœ๋กœ ์ˆ˜์ • ํ•„์š”)

{
  "mcpServers": {
    "sqlite-browser": {
      "command": "uv",
      "args": [
        "--directory",
        "D:/work/git/test/sqlite-mcp",
        "run",
        "sqlite-mcp"
      ]
    }
  }
}

๐Ÿ”ง ์ œ๊ณต ๋„๊ตฌ (Tools)

  • create_database(db_path): ์ƒˆ๋กœ์šด SQLite ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค ํŒŒ์ผ์„ ์ƒ์„ฑํ•ฉ๋‹ˆ๋‹ค.
  • list_databases(path): ์ง€์ •๋œ ๊ฒฝ๋กœ์˜ SQLite DB ๋ชฉ๋ก์„ ๋ฐ˜ํ™˜ํ•ฉ๋‹ˆ๋‹ค.
  • get_schema_summary(db_path): DB์˜ ๋ชจ๋“  ํ…Œ์ด๋ธ”๊ณผ ์ปฌ๋Ÿผ ๊ตฌ์กฐ๋ฅผ ์š”์•ฝํ•ด์„œ ๋ณด์—ฌ์ค๋‹ˆ๋‹ค.
  • list_tables(db_path): DB ๋‚ด์˜ ๋ชจ๋“  ํ…Œ์ด๋ธ” ๋ชฉ๋ก์„ ๊ฐ€์ ธ์˜ต๋‹ˆ๋‹ค.
  • describe_table(db_path, table_name): ํŠน์ • ํ…Œ์ด๋ธ”์˜ ์Šคํ‚ค๋งˆ์™€ 5๊ฐœ์˜ ์ƒ˜ํ”Œ ๋ฐ์ดํ„ฐ๋ฅผ ๋ณด์—ฌ์ค๋‹ˆ๋‹ค.
  • add_note(db_path, title, content): AI๊ฐ€ ์•„์ด๋””์–ด๋‚˜ ๋ฉ”๋ชจ๋ฅผ ํŠน์ • DB์˜ notes ํ…Œ์ด๋ธ”์— ์ฆ‰์‹œ ๊ธฐ๋กํ•ฉ๋‹ˆ๋‹ค.

๐ŸŒŸ ์‹ค์ œ ํ™œ์šฉ ์˜ˆ์‹œ (Use Cases)

1. ํ”„๋กœ์ ํŠธ ๋ธŒ๋ ˆ์ธ (Project Knowledge Base)

  • ์ƒํ™ฉ: ํ”„๋กœ์ ํŠธ ์•„ํ‚คํ…์ฒ˜ ์„ค๊ณ„๋‚˜ ์ค‘์š”ํ•œ ์˜์‚ฌ๊ฒฐ์ • ๊ณผ์ •์„ ๊ธฐ๋กํ•˜๊ณ  ์‹ถ์„ ๋•Œ.
  • ํ™œ์šฉ: AI์—๊ฒŒ ๋Œ€ํ™” ์š”์•ฝ์„ ์‹œํ‚ค๊ณ  ์ด๋ฅผ ๋กœ์ปฌ DB์— ์ €์žฅํ•˜์—ฌ, ๋‚˜์ค‘์— ํ”„๋กœ์ ํŠธ์˜ ์—ญ์‚ฌ๋‚˜ ๊ฒฐ์ • ์ด์œ ๋ฅผ ์ฆ‰์‹œ ๊ฒ€์ƒ‰ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
  • ํ”„๋กฌํ”„ํŠธ: "์ง€๊ธˆ๊นŒ์ง€ ๋…ผ์˜ํ•œ ์„œ๋น„์Šค ๊ตฌ์กฐ์˜ ์žฅ๋‹จ์ ์„ ์š”์•ฝํ•ด์„œ architecture_notes.db์— ์ €์žฅํ•ด์ค˜."

2. ๋กœ์ปฌ ๋ฐ์ดํ„ฐ ๋ถ„์„๊ฐ€ (Local Data Analyst)

  • ์ƒํ™ฉ: ๋Œ€์šฉ๋Ÿ‰ ๋กœ๊ทธ ํŒŒ์ผ์ด๋‚˜ ์„œ๋น„์Šค ๋ฐ์ดํ„ฐ๋ฅผ SQL๋กœ ๋น ๋ฅด๊ฒŒ ๋ถ„์„ํ•ด์•ผ ํ•  ๋•Œ.
  • ํ™œ์šฉ: AI๊ฐ€ ์ „์ฒด ์Šคํ‚ค๋งˆ๋ฅผ ํŒŒ์•…ํ•˜๊ณ  ๋ณต์žกํ•œ SQL ์ฟผ๋ฆฌ๋ฅผ ๋Œ€์‹  ์ž‘์„ฑํ•˜์—ฌ ๋ฐ์ดํ„ฐ ์ธ์‚ฌ์ดํŠธ๋ฅผ ๋„์ถœํ•ฉ๋‹ˆ๋‹ค.
  • ํ”„๋กฌํ”„ํŠธ: "์ด ํด๋”์— ์žˆ๋Š” sales_data.db ๋ถ„์„ํ•ด์ค˜. ์ง€๋‚œ๋‹ฌ ๋งค์ถœ์ด ๊ฐ€์žฅ ๋†’์•˜๋˜ ์ œํ’ˆ TOP 3๋ฅผ ์ฐพ์•„์ค˜."

3. ์ฝ”๋“œ ์Šค๋‹ˆํŽซ ๋ฐ ํ…œํ”Œ๋ฆฟ ๊ด€๋ฆฌ (Code Snippet Manager)

  • ์ƒํ™ฉ: ์ž์ฃผ ์‚ฌ์šฉํ•˜๋Š” ์„ค์ • ํŒŒ์ผ์ด๋‚˜ ๋ณต์žกํ•œ ์ •๊ทœ์‹ ๋“ฑ์„ ํ”„๋กœ์ ํŠธ๋ณ„๋กœ ๊ด€๋ฆฌํ•˜๊ณ  ์‹ถ์„ ๋•Œ.
  • ํ™œ์šฉ: ํด๋ผ์šฐ๋“œ ์„œ๋น„์Šค ๋Œ€์‹  ํ”„๋กœ์ ํŠธ ๋ฃจํŠธ์˜ .snippets.db์— ์ €์žฅํ•˜์—ฌ ํ”„๋กœ์ ํŠธ ์†Œ์Šค์ฝ”๋“œ์™€ ํ•จ๊ป˜ ๊ด€๋ฆฌํ•ฉ๋‹ˆ๋‹ค.
  • ํ”„๋กฌํ”„ํŠธ: "๋ฐฉ๊ธˆ ์ž‘์„ฑํ•œ API ์‘๋‹ต ์ฒ˜๋ฆฌ ๋กœ์ง์„ 'Response Utility'๋ผ๋Š” ์ œ๋ชฉ์œผ๋กœ ๋‚ด ์•„์ด๋””์–ด DB์— ๊ธฐ๋กํ•ด์ค˜."

์ด ํ”„๋กœ์ ํŠธ๋Š” AI์™€ ์ธ๊ฐ„์ด ํ•จ๊ป˜ ์•„์ด๋””์–ด๋ฅผ ๋นŒ๋“œํ•˜๊ณ , ๊ทธ ์ง€์‹์„ ๊ฐ€์žฅ ์•ˆ์ „ํ•˜๊ณ  ํšจ์œจ์ ์œผ๋กœ ๊ด€๋ฆฌํ•˜๊ธฐ ์œ„ํ•ด ๋งŒ๋“ค์–ด์กŒ์Šต๋‹ˆ๋‹ค.

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