The stagenth · 数据工具箱 MCP server,
connected in one click.
Query, join, profile, clean and convert CSV/JSON/Parquet with server-side DuckDB over MCP. Connect the official stagenth · 数据工具箱 MCP server to Claude, ChatGPT, or Cursor through gate — one gateway URL, no config files, security-checked.
Free to start · No credit card · No hosting needed
Add stagenth · 数据工具箱 to your AI in one minute
Pick your client. Copy, paste, done — or let gate handle sign-ins and policies for you.
claude mcp add --transport http stagenth-stagenth https://stagenth.com/mcp/data-kit/Run in your terminal, then restart Claude Code.
stagenth · 数据工具箱 · https://stagenth.com/mcp/data-kit/
What your AI can do with stagenth · 数据工具箱
Real prompts you can type the moment it's connected — no setup, no docs to read.
“Use “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。.”
“Use “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="SEL.”
“Use “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, fo.”
“Use “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。.”
How secure is the stagenth · 数据工具箱 MCP server?
Every server in the gate directory has to pass the same four checks before your AI can touch it. Here's how stagenth · 数据工具箱 holds up.
Official endpoint
Operated by stagenth · 数据工具箱 (stagenth.com) at its documented MCP endpoint — not a third-party mirror or community re-host.
No sign-in needed
This server only exposes public data — no account and no credentials are involved when you connect.
Scanned before it goes live
gate checks every tool for prompt injection, hidden instructions, data-exfiltration hints, and over-broad permissions before the server is available through your gateway.
Watched for drift
If stagenth · 数据工具箱 adds or changes tools later, gate re-scans and alerts you — before your AI acts on the change.
Connected in three steps
Connect your gate
Add one gateway URL to Claude, ChatGPT, or any MCP client. One-time setup, about two minutes.
Pick stagenth · 数据工具箱
Choose stagenth · 数据工具箱 in the gate directory. No sign-in needed.
Use it anywhere
stagenth · 数据工具箱's tools are live in every AI client you've connected — with rules and logging built in.
Free to start · No credit card · No hosting needed
The actual tools stagenth · 数据工具箱 exposes
Fetched live from the official endpoint and re-checked daily by gate — not marketing copy.
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。
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="SEL
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, fo
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。
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。
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）。
Who runs the stagenth · 数据工具箱 MCP server?
The stagenth · 数据工具箱 MCP server at a glance
https://stagenth.com/mcp/data-kit/Questions, answered
Is there an official stagenth · 数据工具箱 MCP server?
Yes — stagenth · 数据工具箱 operates its own remote MCP server at stagenth.com. gate connects you to that official endpoint and adds security scanning, per-tool access rules, and an activity log on top.
How do I connect stagenth · 数据工具箱 to Claude or ChatGPT?
Add gate's gateway URL to your AI client once, then pick stagenth · 数据工具箱 in the directory. No account or sign-in is needed. From then on, stagenth · 数据工具箱's tools are available in every client you've connected to gate.
Do I need to host anything?
No. stagenth · 数据工具箱 runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.
Is the stagenth · 数据工具箱 MCP server safe to connect?
It's the vendor's official endpoint, and gate scans its tools for prompt injection and hidden instructions before it goes live, re-checks it whenever it changes, and lets you allow, block, or require approval for every single tool.
Is it free?
Yes — you can get started with gate for free and connect stagenth · 数据工具箱 in minutes. No credit card required.
Connect more than just stagenth · 数据工具箱
Every server below works through the same gateway URL — connect once, add tools anytime.
Squarespace DomainsDesignView →Set up stagenth · 数据工具箱 in: Claude · Claude Code · ChatGPT · Cursor · VS Code
Give your AI stagenth · 数据工具箱 — safely.
One URL. All MCPs. Full control. Free to start.
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