Data Processing
清洗和标准化数据,修复拼写错误、标准化格式、移除重复项和填充缺失值
用三种语言从你的代码中调用此工具。
curl -X POST 'https://api.elysiatools.com/zh/api/tools/data-cleaner' \
-H 'Content-Type: application/json' \
-d '{"data":"输入要清洗的数据,每行一条记录...","format":"lines","fixSpelling":true,"standardizeFormat":true,"removeDuplicates":true,"fillMissing":true,"trimWhitespace":true,"removeEmpty":true,"separator":"输入分隔符...","outputFormat":"table","caseStyle":"original","dateFormat":"auto","numberFormat":"auto"}'以 JSON 形式 POST 提交输入参数。文件类型参数需先单独上传。
POST https://api.elysiatools.com/zh/api/tools/data-cleaner| 参数名 | 类型 | 必填 | 说明 |
|---|---|---|---|
| data | textarea | 是 | — |
| format | select | 是 | — |
| fixSpelling | checkbox | 否 | — |
| standardizeFormat | checkbox | 否 | — |
| removeDuplicates | checkbox | 否 | — |
| fillMissing | checkbox |
将此工具加入你的 Model Context Protocol 服务,让 AI 智能体可以列出并调用它。
将以下内容加入你的 MCP 客户端配置:
{
"mcpServers": {
"elysiatools-data-cleaner": {
"name": "data-cleaner",
"description": "清洗和标准化数据,修复拼写错误、标准化格式、移除重复项和填充缺失值",
"baseUrl": "https://api.elysiatools.com/mcp/sse?toolId=data-cleaner",
"command": "",
"args": [],
"env": {},
"isActive": true,
"type": "sse"
}
}
}连接到 SSE 端点后,列出已开放的工具:
{
"jsonrpc": "2.0",
"id": 1,
"method": "tools/list"
}通过工具 id 调用,参数由其参数表构建:
{
"jsonrpc": "2.0",
"id": 2,
"method": "tools/call",
"params": {
"name": "data-cleaner",
"arguments": {
"data": "输入要清洗的数据,每行一条记录...",
"format": "lines",
"fixSpelling": true,
"standardizeFormat": true,
"removeDuplicates": true,
"fillMissing": true,
"trimWhitespace": true,
"removeEmpty": true,
"separator": "输入分隔符...",
"outputFormat": "table",
"caseStyle": "original",
"dateFormat": "auto",
"numberFormat": "auto"
}
}
}有问题或反馈?请联系 [email protected]
| 否 |
| — |
| trimWhitespace | checkbox | 否 | — |
| removeEmpty | checkbox | 否 | — |
| separator | text | 否 | CSV/TSV/SSV格式的自定义分隔符 |
| outputFormat | select | 否 | — |
| caseStyle | select | 否 | — |
| dateFormat | select | 否 | — |
| numberFormat | select | 否 | — |
文本结果
{
"result": "Processed text content",
"error": "Error message (optional)",
"message": "Notification message (optional)",
"metadata": {
"key": "value"
}
}