tokcalc MCP Server

by stevecrates489-commits Your server? Claim it

not responding

tokcalc MCP Server is listed as active in the registry but did not answer our last check. 95 installs a week from npm. Last commit 24 Oct 2026.

LLM serving capacity planner: VRAM, KV cache, GPU topology, latency, and cost.

Installs per day peak 231 · avg 21 · -74% w/w

a month agotoday

Uptime history 45 days of history · worst day 0%

45 days agonow

0.0%

Uptime 24h

0 of 182 checks

—

Tools

hidden behind auth

4 ms

Response time

average over 24h

Installs / week

npm and PyPI

tokcalc MCP Server does not always answer

Over the last week it answered 0.1% of our checks. We check every 15 minutes, so you hear about the next outage within the hour — not from your users.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 11 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add tokcalc --transport http https://mcp.tokcalc.app/mcp

Settings → Connectors → Add custom connector, then paste this address

https://mcp.tokcalc.app/mcp

~/.codex/config.toml

[mcp_servers.tokcalc]
url = "https://mcp.tokcalc.app/mcp"

.cursor/mcp.json

{
  "mcpServers": {
    "tokcalc": {
      "url": "https://mcp.tokcalc.app/mcp"
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "tokcalc": {
      "type": "http",
      "url": "https://mcp.tokcalc.app/mcp"
    }
  }
}

This server publishes 1 more address. The block above uses the one we reach during checks; the full list is under Endpoints below, and the author may intend a particular one for your client.

Endpoints

URL	Transport	State	Latency	Checked
https://mcp.tokcalc.app/mcp	streamable-http	answering	4 ms	12 min ago
https://tokcalc.vercel.app/api/mcp	streamable-http	answering	82 ms	11 min ago

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tokcalc MCP Server — questions

Answers built from our own checks of this server.

Is tokcalc MCP Server working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 0 of 182 checks got a reply (0.0%), average response time 4 ms. The bar chart above shows every period we have measured.

The registry lists tokcalc MCP Server as active — why does it not respond?

The official MCP registry stores what the author submitted; it does not verify that the server still runs. We check the endpoint ourselves, and this one does not answer. Catalogues that copy the registry without checking will show it as working.

How do I connect tokcalc MCP Server?

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.

Does tokcalc MCP Server need an API key?

No. tokcalc MCP Server completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. This is what we observed, not what the docs claim.

How many people use tokcalc MCP Server?

The npm package @tokcalc/mcp-server was installed 95 times in the last week. Week over week that is -74%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.

Is tokcalc MCP Server open source?

The code is open source: it is published under the Apache-2.0 licence, written in TypeScript, 1 stars on GitHub and 5 open issues. The licence covers the code in the repository, not the hosted service at mcp.tokcalc.app, which runs on its operator's own terms.