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WhiteBoxXAI MCP Server

by agentaflow Your server? Claim it
answering

WhiteBoxXAI is answering right now. Last checked 10 min ago. 908 installs a week from pypi. Last commit 28 Oct 2026.

AI observability, explainability and governance: drift, fairness, ISO 42001, risk register.

Installs per day peak 526 · avg 30
a month agotoday
Uptime history 6 days of history
6 days agonow
100.0%
Uptime 24h
91 of 91 checks
—
Tools
hidden behind auth
657 ms
Response time
average over 24h
908
Installs / week
npm and PyPI

Nothing serious here today

Today is the operative word: we check WhiteBoxXAI 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 10 min ago.

run in your terminal
claude mcp add whiteboxxai-mcp --transport http https://api.whiteboxxai.com/mcp/
Settings → Connectors → Add custom connector, then paste this address
https://api.whiteboxxai.com/mcp/
~/.codex/config.toml
[mcp_servers.whiteboxxai-mcp]
url = "https://api.whiteboxxai.com/mcp/"
.cursor/mcp.json
{
  "mcpServers": {
    "whiteboxxai-mcp": {
      "url": "https://api.whiteboxxai.com/mcp/"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "whiteboxxai-mcp": {
      "type": "http",
      "url": "https://api.whiteboxxai.com/mcp/"
    }
  }
}

This endpoint answered with an authorization challenge. The server is running, but you need an API key from its owner to call it.

Endpoints

URLTransportStateLatencyChecked
https://api.whiteboxxai.com/mcp/ streamable-http needs key 669 ms 10 min ago

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WhiteBoxXAI — questions

Answers built from our own checks of this server.

Why is there no tool list for WhiteBoxXAI?
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 WhiteBoxXAI working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 657 ms. The bar chart above shows every period we have measured.
How do I connect WhiteBoxXAI?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address. You will need your own key: it refuses anonymous clients.
Does WhiteBoxXAI need an API key?
Yes. Every time we knock, WhiteBoxXAI answers with an authorization challenge instead of its tool list — that is how we know it is running and gated rather than broken. Bring your own credentials and it will talk.
How fast is WhiteBoxXAI?
It answers our handshake in 657 ms on average, which is faster than 15% of all working MCP servers we measure. That is on the slow side — worth knowing if the tool sits inside an interactive loop. The comparison comes from our own checks across the whole registry, every 15 minutes.
How many people use WhiteBoxXAI?
The pypi package whiteboxxai-mcp was installed 908 times in the last week. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is WhiteBoxXAI open source?
The code is open source: it is published under the MIT licence, written in Python, 0 stars on GitHub and 2 open issues. The licence covers the code in the repository, not the hosted service at api.whiteboxxai.com, which runs on its operator's own terms.