Science & Education
运行三大正态性检验(Shapiro-Wilk AS R94、Anderson-Darling、Lilliefors),附 Q-Q 图与 Monte-Carlo 功效对比。
用三种语言从你的代码中调用此工具。
curl -X POST 'http://127.0.0.1:3003/zh/api/tools/shapiro-wilk-anderson-darling-lilliefors-normality-tutor' \
-H 'Content-Type: application/json' \
-d '{"data":"0.0987, 0.0533, 0.0293, 0.0246, 0.0200, 0.0194, 0.0191, 0.0180, 0.0172, 0.0132, 0.0102, 0.0084, 0.0077, 0.0058, 0.0016, 0.0000, -0.0026, -0.0036, -0.0042, -0.0114, -0.0139, -0.0222, -0.0333, -0.0348, -0.0363, -0.0363, -0.0402, -0.0583, -0.1184, -0.1420","alpha":"0.05","showQqPlot":true,"powerAlternative":"exponential","showPowerCurve":true}'以 JSON 形式 POST 提交输入参数。文件类型参数需先单独上传。
POST http://127.0.0.1:3003/zh/api/tools/shapiro-wilk-anderson-darling-lilliefors-normality-tutor| 参数名 | 类型 | 必填 | 说明 |
|---|---|---|---|
| data | textarea | 是 | — |
| alpha | select | 是 | — |
| showQqPlot | checkbox | 否 | — |
| powerAlternative | select | 否 | — |
| showPowerCurve | checkbox | 否 | — |
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-shapiro-wilk-anderson-darling-lilliefors-normality-tutor": {
"name": "shapiro-wilk-anderson-darling-lilliefors-normality-tutor",
"description": "运行三大正态性检验(Shapiro-Wilk AS R94、Anderson-Darling、Lilliefors),附 Q-Q 图与 Monte-Carlo 功效对比。",
"baseUrl": "http://127.0.0.1:3003/mcp/sse?toolId=shapiro-wilk-anderson-darling-lilliefors-normality-tutor",
"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": "shapiro-wilk-anderson-darling-lilliefors-normality-tutor",
"arguments": {
"data": "0.0987, 0.0533, 0.0293, 0.0246, 0.0200, 0.0194, 0.0191, 0.0180, 0.0172, 0.0132, 0.0102, 0.0084, 0.0077, 0.0058, 0.0016, 0.0000, -0.0026, -0.0036, -0.0042, -0.0114, -0.0139, -0.0222, -0.0333, -0.0348, -0.0363, -0.0363, -0.0402, -0.0583, -0.1184, -0.1420",
"alpha": "0.05",
"showQqPlot": true,
"powerAlternative": "exponential",
"showPowerCurve": true
}
}
}有问题或反馈?请联系 [email protected]
{
"result": "<div>Processed HTML content</div>",
"error": "Error message (optional)",
"message": "Notification message (optional)",
"metadata": {
"key": "value"
}
}