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quantdb-mcp

量化金融数据库 + 只读 SQL MCP 服务。

  • 数据源:easy-tdx(通达信 TCP 行情)+ pywestockdata(腾讯/东财基本面 HTTP)

  • 存储:DuckDB 双文件 —— quantdb_ods.duckdb(ODS 原始层)/ quantdb.duckdb(DWD 层,清洗后)

  • 接口:FastMCP streamable-http 只读 query(sql) 工具(可跨库 JOIN)

分层架构

库文件

ODS

quantdb_ods.duckdb

stock_basic / daily_kline / realtime_quote / finance_income / finance_balance / finance_cashflow

DWD

quantdb.duckdb

dim_stock(去重标准化)/ fact_daily(列名统一)

APP

-

后续因子层(可复用 factor-pipeline 表达式引擎)

ODS 可整体重灌,DWD 由 sync_dwd 全量重建(幂等)。

Related MCP server: A股实时行情MCP服务器

安装

cd projects/quantdb-mcp
uv sync                       # 或 pip install -e .

依赖:duckdb、fastmcp、pywestockdata、easy-tdx、click。

CLI

quantdb init                  # 建库建表(双文件)
quantdb full-load             # 全量同步:代码表 → 日K → 财务 → DWD 重建
quantdb full-load --codes 50 --kline-count 120   # 限前 50 只、每只 120 根K线(试跑用)
quantdb update --once         # 增量同步 + 一次实时快照
quantdb update                # 盘中 30s 快照循环(Ctrl+C 退出)
quantdb summary               # 各表行数与最新日期

数据目录通过环境变量 QUANTDB_DATA_DIR 指定(默认 ./data)。

MCP 接入

启动服务(streamable-http):

uv run python -m quantdb.server.mcp   # 等价 pip 安装后的 quantdb-mcp

注册到 MCP 客户端(如 nanobot / Claude Desktop):

{
  "mcpServers": {
    "quantdb": {
      "command": "quantdb-mcp",
      "type": "stdio"
    }
  }
}

查询示例(query 工具,只读):

SELECT * FROM dim_stock WHERE market = 'sh' LIMIT 5
SELECT d.code, s.name, d.close FROM fact_daily d JOIN ods.stock_basic s ON d.code = s.code
  WHERE d.date = (SELECT max(date) FROM fact_daily)

安全限制

  • 仅允许单条 SELECT / WITH;写语句、多语句被拒绝

  • 表白名单:仅业务表(ODS 用 ods. 前缀),内部表不可见

  • 最多返回 10_000 行;查询超时 30s;DuckDB 以只读模式打开

测试

uv run pytest                    # 97 tests,100% 覆盖率(mock 数据源,不依赖网络)
uv run ruff check src tests      # 0 error

详见 design.mdtask_list.md

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