Structurize-MCP
About
Generates structured CSV files from natural language descriptions using Google Gemini AI.
Details
- Author
- pcliu
- Categories
- Developer Tools, Other, AI
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Setup
Install Structurize-MCP in your MCP client (Claude Desktop, Cursor, Windsurf, and others).
Repository: https://github.com/pcliu/structurize-mcp
Follow the installation instructions in the repository README, then restart your MCP client.
Structurize-MCP 是一个基于 Model Context Protocol 的服务，可以根据自然语言描述生成结构化的 CSV 文件。它使用 Google Gemini AI 来解析和生成数据。
- 根据自然语言描述生成 CSV 文件
- 自动提取列结构和数据内容
- 生成描述性的文件名
- 支持自定义分隔符
- 当 Gemini API 调用失败时，有本地解析方法作为后备
npx structurize-mcp --gemini-api-key YOUR_GEMINI_API_KEY
git clone https://github.com/your-username/structurize-mcp.git cd structurize-mcp npm install npm run build
- --gemini-api-key,-k: Google Gemini API Key（必需）
- --csv-dir,-d: CSV 文件保存目录（可选，默认为项目下的 csv 目录）
- --help,-h: 显示帮助信息
# 通过 npx 运行 npx structurize-mcp --gemini-api-key YOUR_GEMINI_API_KEY --csv-dir /path/to/save/csv # 如果全局安装过 structurize-mcp --gemini-api-key YOUR_GEMINI_API_KEY --csv-dir /path/to/save/csv # 从源码目录运行 node ./bin/structurize.js --gemini-api-key YOUR_GEMINI_API_KEY --csv-dir /path/to/save/csv
要在 Claude Desktop 中使用此 MCP 服务器，你需要在 Claude Desktop 的配置文件中添加以下内容：
{ "mcpServers": { "csv-generator": { "command": "npx", "args": [ "structurize-mcp", "--gemini-api-key", "YOUR_GEMINI_API_KEY_HERE", "--csv-dir", "/absolute/path/to/csv_output_directory" ] } } }
{ "mcpServers": { "csv-generator": { "command": "node", "args": [ "/absolute/path/to/structurize-mcp/build/index.js", "--gemini-api-key", "YOUR_GEMINI_API_KEY_HERE", "--csv-dir", "/absolute/path/to/csv_output_directory" ] } } }
- YOUR_GEMINI_API_KEY_HERE: 你的 Google Gemini API Key
- /absolute/path/to/csv_output_directory: CSV 文件保存目录的绝对路径
配置完成后，重启 Claude Desktop，然后你就可以要求 Claude 生成 CSV 文件了。
# 使用自定义 API Key 和保存目录 npx structurize-mcp --gemini-api-key YOUR_GEMINI_API_KEY --csv-dir ~/Documents/csv_files # 只自定义 API Key，使用默认保存目录 npx structurize-mcp --gemini-api-key YOUR_GEMINI_API_KEY # 只自定义保存目录（但需要确保 API Key 以其他方式提供） npx structurize-mcp --csv-dir /data/csv_exports
- 访问Google AI Studio
- 登录您的 Google 账户
- 转到API Keys页面
- 创建一个新的 API Key
- 默认情况下，CSV 文件存储在项目根目录下的csv文件夹中
- 可以通过--csv-dir参数指定自定义存储路径
- 生成的文件名基于 CSV 内容（标题、列名和数据）自动生成，并附加时间戳以确保唯一性
- 根据自然语言描述自动生成 CSV 文件
- 智能解析列结构和数据内容
- 生成描述性文件名
- 支持自定义分隔符
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