Connect stagenth · 数据工具箱 and your agent gets 6 tools, among them data_clean, data_convert, data_inspect. It answers at https://stagenth.com/mcp/data-kit/ over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 10 of 10 times since 5 September 2026; the last check, on 18 October 2026, succeeded.
Query, join, profile, clean and convert CSV/JSON/Parquet with server-side DuckDB over MCP.
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
data_clean | 一步清洗脏数据：去重 / 去空白 / 删全空行列，产物落文件中转站并返清洗统计（1 credit/次）。 Inputs: file_id, data_base64, fmt, dedupe, trim_strings, drop_empty_rows |
data_convert | 把数据文件转成另一种格式（csv/json/ndjson/parquet/xlsx），产物存文件中转站返下载 URL（1 credit/次）。 典型：把大 CSV 转 parquet 便于后续分析、或把 JSON 日志转 xlsx 给人看。失败自动退款。 Inputs: to, file_id, data_base64, fmt |
data_inspect | 查看数据文件结构：列名/类型/行数/每列非空数 + 前 N 行预览。免费(0 credit)。 支持 CSV/TSV/JSON/NDJSON/Parquet。取数(data_query)前先调它看清有哪些列、哪些是数值。 Inputs: file_id, data_base64, fmt, preview_rows |
data_join | 两份数据文件按共同列连接（如 订单表×客户表），返回实际数据行 JSON（1 credit/次）。 跨文件对齐是单文件 data_query 做不到的；DuckDB 引擎、锁死文件/网络访问。失败自动退款。 Inputs: on, file_id_a, data_base64_a, file_id_b, data_base64_b, fmt_a |
data_profile | 数据画像：每列类型/去重近似数/空值率 + 数值列 min/max/avg/std/分位数（1 credit/次）。 相当于 pandas df.describe()——AI 拿它一眼看清整份数据的分布与质量。失败自动退款。 返回 {ok, format, n_rows, n_cols, profile[]}。 Inputs: file_id, data_base64, fmt |
data_query | 查询 / 过滤 / 分组聚合数据文件，返回**实际数据行（JSON）**供 AI 直接分析（1 credit/次）。 支持 CSV/TSV/JSON/NDJSON/Parquet，两种用法： · 原始 SQL（表名固定 t）：sql="SELECT 商品, sum(销量) s FROM t GROUP BY 商品 ORDER BY s DESC LIMIT 5" · 结构化（不用写 SQL）：group_by=["地区"], measures=["销售额"], agg="su Inputs: file_id, data_base64, fmt, sql, columns, filters |
Every block below points at https://stagenth.com/mcp/data-kit/. Pick your client and copy.
claude mcp add --transport http stagenth https://stagenth.com/mcp/data-kit/
{
"mcpServers": {
"stagenth": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://stagenth.com/mcp/data-kit/"]
}
}
}{
"mcpServers": {
"stagenth": {
"url": "https://stagenth.com/mcp/data-kit/"
}
}
}{
"servers": {
"stagenth": {
"type": "http",
"url": "https://stagenth.com/mcp/data-kit/"
}
}
}{
"context_servers": {
"stagenth": {
"url": "https://stagenth.com/mcp/data-kit/"
}
}
}{
"mcpServers": {
"stagenth": {
"serverUrl": "https://stagenth.com/mcp/data-kit/"
}
}
}{
"mcpServers": {
"stagenth": {
"url": "https://stagenth.com/mcp/data-kit/"
}
}
}name: stagenth · 数据工具箱
version: 0.0.1
schema: v1
mcpServers:
- name: stagenth · 数据工具箱
type: streamable-http
url: https://stagenth.com/mcp/data-kit/{
"mcpServers": {
"stagenth": {
"httpUrl": "https://stagenth.com/mcp/data-kit/"
}
}
}{
"mcpServers": {
"stagenth": {
"type": "http",
"url": "https://stagenth.com/mcp/data-kit/"
}
}
}{
"mcpServers": {
"stagenth": {
"url": "https://stagenth.com/mcp/data-kit/"
}
}
}goose://extension?url=https%3A%2F%2Fstagenth.com%2Fmcp%2Fdata-kit%2F&type=streamable_http&id=stagenth&name=stagenth%20%C2%B7%20%E6%95%B0%E6%8D%AE%E5%B7%A5%E5%85%B7%E7%AE%B1
It answered our last check on 18 October 2026 in 1663 ms. Over 10 checks since 5 September 2026 it answered 10. Status here comes from Neuronto's own probes, not from the publisher.
Yes. It is published by stagenth.com and served from stagenth.com, the vendor's own domain: https://stagenth.com/mcp/data-kit/.
6, as returned by the server's own tools/list on 31 August 2026: data_clean, data_convert, data_inspect, data_join, data_profile, data_query.
It answered our last check on 18 October 2026 in 1663 ms. Over 10 checks since 5 September 2026 it answered 10.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://stagenth.com/mcp/data-kit/. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: com.stagenth. Endpoint host: stagenth.com. ARD identifier: urn:air:com.stagenth:mcp:data-kit.
First indexed 31 August 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.