mcpbeat Sign in

UsageMax public observability MCP Server

not responding

UsageMax public observability is listed as active in the registry but did not answer our last check. It exposes 4 tools. Last commit 20 Sep 2026.

Read-only MCP for AI usage profiles, leaderboards, stats, and docs; no writes or private data.

Uptime history 6 days of history · worst day 0%
6 days agonow
2.2%
Uptime 24h
2 of 91 checks
4
Tools
read from the server
1014 ms
Response time
average over 24h
0
Stars
last commit 20 Sep 2026

What changed 3

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 20 September 2026. No other catalogue keeps this.

20 Sep 3 tools changed the parameters they ask for leaderboard, network_stats, public_profile

What the code does

We read the source, 14 h ago · tools taken from the live server · rules 3dff92dd89df

Evidence

Things with no honest explanation: a promise that contradicts the code, code that runs at install time while hiding what it does, data leaving the machine.

Claims read-only, but the code runs commands packages/cli/src/cli.js:613
  const child = spawn(process.execPath, [ccusageCliPath(), ...forwarded], {
Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

Builds a database query by concatenation convex/telemetry.ts:330
      const update = {
        inputTokens: (prior?.inputTokens ?? 0) + rollup.inputTokens,
Runs an external command packages/cli/src/cli.js:613
  const child = spawn(process.execPath, [ccusageCliPath(), ...forwarded], {

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

We found things in this code

Code changes quietly between releases, and nobody reads the diff of a dependency. We do, on every release — watch UsageMax public observability and you get told the day something new turns up.

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 4 min ago.

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

Available tools 4

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

ask
ask_site
Ask a bounded natural-language question about UsageMax and receive cited public resources.
leaderboard
leaderboard
Read the public UsageMax leaderboard (maximum 100 rows).
network
network_stats
Read aggregate public UsageMax network statistics and render the optional inline observability view.
public
public_profile
Read one opt-in public UsageMax profile and aggregate statistics.

Endpoints

URLTransportStateLatencyChecked
https://usagemax.com/mcp streamable-http answering 234 ms 4 min ago

Alternatives to UsageMax public observability

same job, measured the same way
TweetAPI MCP
by tweetapi

Read-only public Twitter data and TweetAPI docs for AI agents. Not affiliated with X Corp.

answering
Increase
by usefulapi

Read-only Increase banking observability plus one safe non-money-moving write, for AI agents.

18 tools answering
Chess.com MCP by UnClick
by malamutemayhem

Chess.com player profiles, stats, games, puzzles, and leaderboards. No API key. By UnClick.

19 installs/wk local only
LoveTheNorth Public Videos
by lovethenorth

Read-only public LoveTheNorth video discovery; no writes, private data, or model-training access.

answering
Mana Public
by mana

Read-only MCP tools for Mana public creations, tags, creator profiles, and share pages.

6 tools answering
Polymarket Toolkit
by runesleo

Read-only Polymarket data tools for AI agents: profiles, PnL, market scans. No keys, no orders.

47 installs/wk local only
MCP Mongodb
by infoinlet-marketplace

Read-only MongoDB for AI agents — find, aggregate (no write stages), count, stats.

20 installs/wk local only
Git Leaderboard
by hrvoje0099

Official MCP server for Git Leaderboard rankings, profiles, streaks, and user comparisons.

24 installs/wk local only

UsageMax public observability — questions

Answers built from our own checks of this server.

What can UsageMax public observability do?
It exposes 4 tools, read directly from the server on our last check. Among them: ask_site, leaderboard, network_stats, public_profile. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is UsageMax public observability working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 2 of 91 checks got a reply (2.2%), average response time 1014 ms. The bar chart above shows every period we have measured.
The registry lists UsageMax public observability 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 UsageMax public observability?
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.
Does UsageMax public observability need an API key?
No. UsageMax public observability completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 4 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is UsageMax public observability?
It answers our handshake in 1014 ms on average, which is faster than 10% 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.
Is UsageMax public observability open source?
Yes — it is published under the MIT licence, written in TypeScript and 0 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.