MCP.Market

UsageMax public observability MCP server

online · 100% uptime
by SYMBaiEX·io.github.SYMBaiEX/usagemax·v1.0.0

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

A91/100grade A
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Safety scan
A91/100

full report

Adoption
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If you have run it, two minutes of your experience saves the next person an afternoon.

UsageMax public observability tools (4)

write = sends, deletes, buys or posts
  • ask_siteFree

    Ask a bounded natural-language question about UsageMax and receive cited public resources.

  • leaderboardFree

    Read the public UsageMax leaderboard (maximum 100 rows).

  • network_statsFree

    Read aggregate public UsageMax network statistics and render the optional inline observability view.

  • public_profileFree

    Read one opt-in public UsageMax profile and aggregate statistics.

Public scan report

scanner v0.1.10 · 2026-10-03 · same rubric, same numbers if you re-run it

no findings
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 764ms20/20
  • Tool poisoning4 tool descriptions checked15/15
  • Auth qualityopen endpoint, read-only tools10/15
  • Maintenancelast push 10 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 91/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How UsageMax public observability compares

Against every graded Productivity MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
91/100
higher than 85% of 1,299 Productivity servers
Tools
4
the typical Productivity server has 7
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
Uptime
100%
of our recent checks; the typical remote Productivity server answers 100%
Response time
926 ms
faster than 13% of 655 Productivity servers

What its tools let an agent do: 4 read

Install UsageMax public observability in Claude Code, Cursor or VS Code

claude mcp add --transport http usagemax https://usagemax.com/mcp
Add to Cursor

What the publisher says

From the UsageMax public observability repository's README, as published. We do not edit it. Read it on GitHub

UsageMax

Your AI work, in perspective. A private-by-default usage ledger for people and teams building with AI.

Live app · Docs · Integrations · Pricing · How we count · Issues

UsageMax reconciles the AI usage histories already on your computers into one clear view of tokens, model mix, tracked cost, sessions, and activity. The open-source CLI performs bounded local scans and uploads aggregate snapshots to the versioned UsageMax API.

The short version: one-shot collector, private by default, public only by

choice. Prompts and completions never leave the computer.

What you get

The physical HUD/screen project is intentionally separate from this repository. It can consume UsageMax telemetry, but it is not required to use the platform.

Connect a computer

1. Create a link code

Sign in at usagemax.com/account, choose Link a computer, give it a name, and copy the one-use command. The code is valid for ten minutes and can be used once.

2. Link and sync

Run the command on the computer or WSL distribution that owns the history:

bunx usagemax link UMX-XXXX-XXXX-XXXX-XXXX

# Optional explicit name; the account keeps this name for the installation.
bunx usagemax link UMX-XXXX-XXXX-XXXX-XXXX --name "Work laptop"

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

UsageMax public observability: common questions

Is UsageMax public observability MCP server safe?
Yes, by our scan: it is graded A (91/100). Read the UsageMax public observability safety report
How do I install UsageMax public observability?
It runs remotely at usagemax.com. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does UsageMax public observability need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is UsageMax public observability maintained?
The last commit was 42 days ago (2026-09-23). The latest release is v1.0.0.
Is UsageMax public observability up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of UsageMax public observability?
Servers from other publishers that do the same job: FlutterSDK Docs MCP server, Context7 MCP server and Svelte MCP server.
How does UsageMax public observability compare with other Productivity MCP servers?
safety score 91/100 (higher than 85% of 1,299 Productivity servers); tools 4 (the typical Productivity server has 7); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

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