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Stats Compass MCP Server

by oogunbiyi21 Your server? Claim it
answering

Stats Compass is answering right now. Last checked moments ago. 444 installs a week from pypi. Last commit 26 Aug 2026.

50+ pandas-powered tools for data loading, cleaning, visualization, and ML workflows

Installs per day peak 1 194 · avg 108 · -80% w/w
a month agotoday
Uptime history 24 days of history
24 days agonow
100.0%
Uptime 24h
92 of 92 checks
—
Tools
hidden behind auth
402 ms
Response time
average over 24h
444
Installs / week
npm and PyPI

Nothing serious here today

Today is the operative word: we check Stats Compass every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 0 min ago.

run in your terminal
claude mcp add stats-compass --transport http https://mcp.statscompass.io/mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "stats-compass": {
      "url": "https://mcp.statscompass.io/mcp"
    }
  }
}
~/.codex/config.toml
[mcp_servers.stats-compass]
url = "https://mcp.statscompass.io/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "stats-compass": {
      "url": "https://mcp.statscompass.io/mcp"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "stats-compass": {
      "url": "https://mcp.statscompass.io/mcp"
    }
  }
}

This endpoint answered with an authorization challenge. The server is running, and it signs you in through your browser: there is no API key to paste.

Endpoints

URLTransportStateLatencyChecked
https://mcp.statscompass.io/mcp streamable-http sign-in 544 ms 0 min ago

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Stats Compass — questions

Answers built from our own checks of this server.

Why is there no tool list for Stats Compass?
The server answered our handshake with an authorization challenge, so it is running — but it will not describe its tools to an anonymous client. To see them you need to connect with your own credentials. We record it as alive, not as broken: 100.0% of checks in the last 24 hours got a reply.
Is Stats Compass working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 92 of 92 checks got a reply (100.0%), average response time 402 ms. The bar chart above shows every period we have measured.
How do I connect Stats Compass?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address. You sign in through your browser once and the client keeps the session: no key to copy, and it refuses anonymous clients.
How do you sign in to Stats Compass?
No API key is involved. Stats Compass answers our knock with an OAuth challenge, so you authorise it once in your browser and the client keeps the session. That is also why we see no tool list: it will not describe itself to an anonymous client, and that is the server working as intended, not a fault.
How fast is Stats Compass?
It answers our handshake in 402 ms on average, which is faster than 37% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.
How many people use Stats Compass?
The pypi package stats-compass-mcp was installed 444 times in the last week. Week over week that is -80%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Stats Compass open source?
Yes — it is published under the MIT licence, written in HTML, 17 stars on GitHub and 1 open issue. The source link is on this page, so you can read exactly what it does with your data before you connect it.