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rehanvipin

sqlite-mcp-server

by rehanvipin
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Stock Pricing Data Generator

为回测模型生成合成股票价格数据。

目标

本项目生成逼真的合成股票价格数据，用于测试和验证股票价格预测模型。生成的数据模拟真实世界的股票价格变动，并带有合适的价格范围和交易日期。

Related MCP server: mcp-sqlite3

特点

  • 股票：apple、microsoft、meta、google

  • 交易所：nyse、nasdaq

  • 价格范围：$100 - $1000

  • 日期范围：可通过 CLI 配置（默认：最近 90 天）

  • 输出：SQLite 数据库（stocks.db）

用法

uv run python generate_pricing.py

# Custom date range
uv run python generate_pricing.py --start 2026-01-01 --end 2026-04-25

数据库架构

CREATE TABLE stock_pricing (
    id INTEGER PRIMARY KEY,
    stock_name TEXT NOT NULL,
    stock_price REAL NOT NULL,
    date TEXT NOT NULL,
    stock_exchange TEXT NOT NULL
);

要求

  • Python 3.x

  • uv

测试

uv run pytest test_generate_pricing.py -v

MCP 服务器

MCP 服务器现在通过 STDIO 运行，用于与 SQLite 直接交互。

启动服务器

uv run mcp_server.py

许可证

MIT

Install Server
F
license - not found
A
quality
B
maintenance

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