Mmcp.market

Avala MCP server

by avala-ai·io.github.avala-ai/avala·v1.0.0
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Read Physical AI datasets, projects, fleet and quality data. Requires authorized Avala access.

A98/100grade A
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Safety scan
A98/100

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.

Avala tools

Tool list not cached yet. `describe` through the gateway fetches it live.

Public scan report

scanner v0.1.9 · 2026-09-20 · same rubric, same numbers if you re-run it

no findings
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 320ms (auth required)20/20
  • –Tool poisoningtools not inspected (endpoint requires auth); not countedn/a
  • Auth qualityOAuth resource metadata advertised on 40115/15
  • Maintenancelast push 2 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year9/10
Overall 98/100. 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 avala https://mcp.avala.ai/mcp
Add to Cursor

Avala: common questions

Is Avala MCP server safe?
Yes, by our scan: it is graded A (98/100). Read the Avala safety report
How do I install Avala?
It runs remotely at mcp.avala.ai. Add it to Claude Code, Claude Desktop or Cursor with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Avala need an API key?
No key to paste: it signs you in with OAuth when your client connects.
Is Avala maintained?
The last commit was 3 days ago (2026-09-17). The latest release is v1.0.0.
Is Avala up?
100% of our last 6 checks got an answer. We check remote servers about four times a day.

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