Mmcp.market

UsageMax public observability

by SYMBaiEX·io.github.SYMBaiEX/usagemax·v1.0.0
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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
Growing

0 stars

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

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 v0.1.3 · 2026-09-19 · same rubric, same numbers if you re-run it

no findings
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 1459ms20/20
  • Tool poisoning4 tool descriptions checked15/15
  • Auth qualityopen endpoint, read-only tools10/15
  • Maintenancelast push 3 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

Install directly

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