MCP VerifyThe rating layer for AI agents

ai-agents-api-library.vercel.app/mcp

Graded A by MCP Verify under grade/v1, sealed in snapshot REL-SNAP-084 on 27 October 2026. Recorded reachable in 33 of 33 observations since 25 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-052 to REL-SNAP-064, A from REL-SNAP-065 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
e9b819a0074e2170…changed 3 times on the record
Name reported by the server
ai-agents-api-libraryself-reported, never used as identity
Registry names (not anchored)
io.github.eater2/ai-agents-api-libraryas the registry listed it; not covered by the chain
First and last observed
25 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 09:51REL-SNAP-084OK361 ms4e9b819a0074e2170…
2026-10-26 09:50REL-SNAP-083OK345 ms4e9b819a0074e2170…
2026-10-25 09:46REL-SNAP-082OK402 ms4e9b819a0074e2170…
2026-10-24 09:45REL-SNAP-081OK305 ms4e9b819a0074e2170…
2026-10-23 10:59REL-SNAP-080OK413 ms4e9b819a0074e2170…
2026-10-22 10:33REL-SNAP-079OK285 ms4e9b819a0074e2170…
2026-10-21 10:17REL-SNAP-078OK341 ms4e9b819a0074e2170…
2026-10-20 10:46REL-SNAP-077OK396 ms4e9b819a0074e2170…
Show all 33 observations
2026-10-19 10:59REL-SNAP-076OK283 ms4e9b819a0074e2170…
2026-10-18 09:58REL-SNAP-075OK327 ms4e9b819a0074e2170…
2026-10-17 09:58REL-SNAP-074OK288 ms4e9b819a0074e2170…
2026-10-16 10:12REL-SNAP-073OK297 ms4e9b819a0074e2170…
2026-10-15 10:15REL-SNAP-072OK292 ms4e9b819a0074e2170…
2026-10-14 10:22REL-SNAP-071OK294 ms4f84757c447b09b0b…
2026-10-13 09:54REL-SNAP-070OK541 ms44e6b40f510941dd0…
2026-10-12 10:36REL-SNAP-069OK292 ms44e6b40f510941dd0…
2026-10-11 09:30REL-SNAP-068OK374 ms44e6b40f510941dd0…
2026-10-10 09:29REL-SNAP-067OK361 ms44e6b40f510941dd0…
2026-10-09 09:34REL-SNAP-066OK276 ms44e6b40f510941dd0…
2026-10-08 09:45REL-SNAP-065OK309 ms44e6b40f510941dd0…
2026-10-07 09:56REL-SNAP-064OK311 ms44e6b40f510941dd0…
2026-10-06 09:32REL-SNAP-063OK390 ms44e6b40f510941dd0…
2026-10-05 10:21REL-SNAP-062OK289 ms44e6b40f510941dd0…
2026-10-04 09:47REL-SNAP-061OK281 ms44e6b40f510941dd0…
2026-10-03 09:41REL-SNAP-060OK278 ms44e6b40f510941dd0…
2026-10-02 09:38REL-SNAP-059OK303 ms44e6b40f510941dd0…
2026-10-01 09:43REL-SNAP-058OK280 ms44e6b40f510941dd0…
2026-09-30 10:07REL-SNAP-057OK259 ms44e6b40f510941dd0…
2026-09-29 10:03REL-SNAP-056OK330 ms44e6b40f510941dd0…
2026-09-28 10:16REL-SNAP-055OK317 ms44e6b40f510941dd0…
2026-09-27 10:02REL-SNAP-054OK307 ms44e6b40f510941dd0…
2026-09-26 09:49REL-SNAP-053OK529 ms44e6b40f510941dd0…
2026-09-25 10:12REL-SNAP-052OK284 ms46e82b81871c7f454…

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 ai-agents-api-library.vercel.app/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 3 times on the record. Each change is dated in the observations below.