MCP VerifyThe rating layer for AI agents

airolloutframework.com/mcp

Graded A by MCP Verify under grade/v1, sealed in snapshot REL-SNAP-084 on 27 October 2026. Recorded reachable in 36 of 36 observations since 22 September 2026.

The record behind itOne mark per snapshot, and every grade sealed along the way.

grade/v1
sealed in REL-SNAP-084

Sealed grades: UNGRADED from REL-SNAP-049 to REL-SNAP-061, A from REL-SNAP-062 to REL-SNAP-084.

  • Reachable
  • Reachable, asked to sign in or pay
  • Not reachable
  • Not observed
Transport
streamable-http
Tools listed
9
Tool schema fingerprint
14fcf69c267ed450…changed 2 times on the record
Name reported by the server
ai-rollout-frameworkself-reported, never used as identity
Registry names (not anchored)
com.airolloutframework/ai-rollout-frameworkas the registry listed it; not covered by the chain
First and last observed
22 Sep 2026 to 27 Oct 2026

Observations

Newest first. Each row is a separate look, not a summary.

Observed (UTC)SnapshotRecorded asLatencyToolsTool schema
2026-10-27 09:42REL-SNAP-084OK393 ms914fcf69c267ed450…
2026-10-26 09:42REL-SNAP-083OK458 ms914fcf69c267ed450…
2026-10-25 09:37REL-SNAP-082OK410 ms914fcf69c267ed450…
2026-10-24 09:37REL-SNAP-081OK424 ms914fcf69c267ed450…
2026-10-23 10:50REL-SNAP-080OK857 ms914fcf69c267ed450…
2026-10-22 10:25REL-SNAP-079OK413 ms914fcf69c267ed450…
2026-10-21 10:07REL-SNAP-078OK428 ms914fcf69c267ed450…
2026-10-20 10:37REL-SNAP-077OK401 ms914fcf69c267ed450…
Show all 36 observations
2026-10-19 10:49REL-SNAP-076OK407 ms914fcf69c267ed450…
2026-10-18 09:48REL-SNAP-075OK424 ms914fcf69c267ed450…
2026-10-17 09:47REL-SNAP-074OK421 ms914fcf69c267ed450…
2026-10-16 10:01REL-SNAP-073OK485 ms914fcf69c267ed450…
2026-10-15 10:04REL-SNAP-072OK417 ms914fcf69c267ed450…
2026-10-14 10:11REL-SNAP-071OK436 ms914fcf69c267ed450…
2026-10-13 10:13REL-SNAP-070OK463 ms914fcf69c267ed450…
2026-10-12 10:57REL-SNAP-069OK435 ms914fcf69c267ed450…
2026-10-11 09:49REL-SNAP-068OK488 ms914fcf69c267ed450…
2026-10-10 09:50REL-SNAP-067OK436 ms914fcf69c267ed450…
2026-10-09 09:57REL-SNAP-066OK528 ms914fcf69c267ed450…
2026-10-08 10:03REL-SNAP-065OK362 ms6187f99c0a1480a43…
2026-10-07 10:15REL-SNAP-064OK352 ms6187f99c0a1480a43…
2026-10-06 09:39REL-SNAP-063OK330 ms6187f99c0a1480a43…
2026-10-05 10:29REL-SNAP-062OK599 ms6187f99c0a1480a43…
2026-10-04 09:56REL-SNAP-061OK338 ms5d04dbb9aa7d2e50f…
2026-10-03 09:51REL-SNAP-060OK553 ms5d04dbb9aa7d2e50f…
2026-10-02 09:47REL-SNAP-059OK365 ms5d04dbb9aa7d2e50f…
2026-10-01 09:52REL-SNAP-058OK340 ms5d04dbb9aa7d2e50f…
2026-09-30 10:01REL-SNAP-057OK348 ms5d04dbb9aa7d2e50f…
2026-09-29 09:57REL-SNAP-056OK337 ms5d04dbb9aa7d2e50f…
2026-09-28 10:10REL-SNAP-055OK616 ms5d04dbb9aa7d2e50f…
2026-09-27 09:55REL-SNAP-054OK337 ms5d04dbb9aa7d2e50f…
2026-09-26 09:42REL-SNAP-053OK351 ms5d04dbb9aa7d2e50f…
2026-09-25 10:06REL-SNAP-052OK338 ms5d04dbb9aa7d2e50f…
2026-09-24 10:12REL-SNAP-051OK339 ms5d04dbb9aa7d2e50f…
2026-09-23 10:16REL-SNAP-050OK332 ms5d04dbb9aa7d2e50f…
2026-09-22 09:56REL-SNAP-049OK1149 ms5d04dbb9aa7d2e50f…

Checking this record

Each observation above is a leaf of the merkle root published with its snapshot. A proof shows a record is in the archive. It does not show the measurement is correct.

Latest root, REL-SNAP-084

ed182ac44848117a98c9536eabbd63d33a756c4db072812094c742e3fa1fdef6

Published at

gist.github.com/181cc5f4834e0a4f812acde9a5efdb95

Is airolloutframework.com/mcp reliable?
Its sealed grade is A (grade/v1, sealed in REL-SNAP-084). Grades run from A to F by how consistently an endpoint was recorded reachable. A grade describes the record; it is not a guarantee.
When was it last checked?
27 October 2026, in snapshot REL-SNAP-084, where it was recorded as OK.
Has its tool list changed?
Yes. Its tool schema fingerprint changed 2 times on the record. Each change is dated in the observations below.