MCP VerifyThe rating layer for AI agents

ailayoffs.org/mcp

Graded A by MCP Verify under grade/v1, sealed in snapshot REL-SNAP-084 on 27 October 2026. Recorded reachable in 31 of 31 observations since 27 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-054 to REL-SNAP-066, A from REL-SNAP-067 to REL-SNAP-084.

  • Reachable
  • Reachable, asked to sign in or pay
  • Not reachable
  • Not observed
Transport
streamable-http
Tools listed
4
Tool schema fingerprint
ea2ab46c428122f5…changed 2 times on the record
Name reported by the server
ai-layoffsself-reported, never used as identity
Registry names (not anchored)
org.ailayoffs/ai-layoffsas the registry listed it; not covered by the chain
First and last observed
27 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 09:27REL-SNAP-084OK404 ms4ea2ab46c428122f5…
2026-10-26 09:26REL-SNAP-083OK378 ms4ea2ab46c428122f5…
2026-10-25 09:24REL-SNAP-082OK604 ms4ea2ab46c428122f5…
2026-10-24 09:23REL-SNAP-081OK351 ms4ea2ab46c428122f5…
2026-10-23 10:35REL-SNAP-080OK338 ms4ea2ab46c428122f5…
2026-10-22 10:10REL-SNAP-079OK339 ms4ea2ab46c428122f5…
2026-10-21 09:53REL-SNAP-078OK325 ms4ea2ab46c428122f5…
2026-10-20 10:21REL-SNAP-077OK333 ms4ea2ab46c428122f5…
Show all 31 observations
2026-10-19 10:32REL-SNAP-076OK347 ms4ea2ab46c428122f5…
2026-10-18 09:33REL-SNAP-075OK324 ms4ea2ab46c428122f5…
2026-10-17 09:31REL-SNAP-074OK397 ms4ea2ab46c428122f5…
2026-10-16 09:44REL-SNAP-073OK306 ms4ea2ab46c428122f5…
2026-10-15 09:47REL-SNAP-072OK330 ms4ea2ab46c428122f5…
2026-10-14 09:55REL-SNAP-071OK537 ms4ea2ab46c428122f5…
2026-10-13 09:56REL-SNAP-070OK355 ms4ea2ab46c428122f5…
2026-10-12 10:38REL-SNAP-069OK579 ms4ea2ab46c428122f5…
2026-10-11 09:32REL-SNAP-068OK616 ms4ea2ab46c428122f5…
2026-10-10 09:32REL-SNAP-067OK386 ms4ea2ab46c428122f5…
2026-10-09 09:36REL-SNAP-066OK332 ms4ea2ab46c428122f5…
2026-10-08 09:47REL-SNAP-065OK354 ms4ea2ab46c428122f5…
2026-10-07 09:58REL-SNAP-064OK329 ms4ea2ab46c428122f5…
2026-10-06 09:33REL-SNAP-063OK332 ms4ea2ab46c428122f5…
2026-10-05 10:23REL-SNAP-062OK368 ms4ea2ab46c428122f5…
2026-10-04 09:50REL-SNAP-061OK425 ms45a3ae7dd747c02bd…
2026-10-03 09:44REL-SNAP-060OK333 ms45a3ae7dd747c02bd…
2026-10-02 09:40REL-SNAP-059OK412 ms45a3ae7dd747c02bd…
2026-10-01 09:45REL-SNAP-058OK330 ms45a3ae7dd747c02bd…
2026-09-30 10:10REL-SNAP-057OK343 ms45a3ae7dd747c02bd…
2026-09-29 10:06REL-SNAP-056OK355 ms45a3ae7dd747c02bd…
2026-09-28 10:19REL-SNAP-055OK564 ms45a3ae7dd747c02bd…
2026-09-27 10:05REL-SNAP-054OK353 ms4572830b051d8750c…

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 ailayoffs.org/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.