MCP VerifyThe rating layer for AI agents

agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-ml/mcp

Graded A by MCP Verify under grade/v1, sealed in snapshot REL-SNAP-084 on 27 October 2026. Recorded reachable in 48 of 48 observations since 10 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-037 to REL-SNAP-049, A from REL-SNAP-050 to REL-SNAP-084.

  • Reachable
  • Reachable, asked to sign in or pay
  • Not reachable
  • Not observed
Transport
streamable-http
Tools listed
31
Tool schema fingerprint
7bd63cafbdec5a0f…changed 2 times on the record
Name reported by the server
ISO country MLself-reported, never used as identity
Registry names (not anchored)
io.github.sadri-dridi/cc-mlas the registry listed it; not covered by the chain
First and last observed
10 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 09:17REL-SNAP-084OK57 ms317bd63cafbdec5a0f…
2026-10-26 09:18REL-SNAP-083OK56 ms317bd63cafbdec5a0f…
2026-10-25 09:14REL-SNAP-082OK46 ms317bd63cafbdec5a0f…
2026-10-24 09:14REL-SNAP-081OK47 ms317bd63cafbdec5a0f…
2026-10-23 10:25REL-SNAP-080OK47 ms317bd63cafbdec5a0f…
2026-10-22 10:01REL-SNAP-079OK49 ms317bd63cafbdec5a0f…
2026-10-21 09:41REL-SNAP-078OK73 ms317bd63cafbdec5a0f…
2026-10-20 10:10REL-SNAP-077OK59 ms317bd63cafbdec5a0f…
Show all 48 observations
2026-10-19 10:21REL-SNAP-076OK48 ms317bd63cafbdec5a0f…
2026-10-18 09:23REL-SNAP-075OK48 ms317bd63cafbdec5a0f…
2026-10-17 09:21REL-SNAP-074OK47 ms317bd63cafbdec5a0f…
2026-10-16 09:33REL-SNAP-073OK52 ms317bd63cafbdec5a0f…
2026-10-15 09:37REL-SNAP-072OK56 ms317bd63cafbdec5a0f…
2026-10-14 09:44REL-SNAP-071OK45 ms317bd63cafbdec5a0f…
2026-10-13 09:45REL-SNAP-070OK77 ms317bd63cafbdec5a0f…
2026-10-12 10:27REL-SNAP-069OK89 ms317bd63cafbdec5a0f…
2026-10-11 09:19REL-SNAP-068OK50 ms317bd63cafbdec5a0f…
2026-10-10 09:21REL-SNAP-067OK41 ms317bd63cafbdec5a0f…
2026-10-09 09:24REL-SNAP-066OK45 ms317bd63cafbdec5a0f…
2026-10-08 09:35REL-SNAP-065OK44 ms317bd63cafbdec5a0f…
2026-10-07 09:46REL-SNAP-064OK49 ms317bd63cafbdec5a0f…
2026-10-06 09:21REL-SNAP-063OK46 ms317bd63cafbdec5a0f…
2026-10-05 10:10REL-SNAP-062OK43 ms317bd63cafbdec5a0f…
2026-10-04 09:37REL-SNAP-061OK43 ms317bd63cafbdec5a0f…
2026-10-03 09:30REL-SNAP-060OK44 ms317bd63cafbdec5a0f…
2026-10-02 09:27REL-SNAP-059OK45 ms317bd63cafbdec5a0f…
2026-10-01 09:31REL-SNAP-058OK46 ms317bd63cafbdec5a0f…
2026-09-30 09:55REL-SNAP-057OK63 ms317bd63cafbdec5a0f…
2026-09-29 09:51REL-SNAP-056OK49 ms317bd63cafbdec5a0f…
2026-09-28 10:03REL-SNAP-055OK49 ms317bd63cafbdec5a0f…
2026-09-27 09:49REL-SNAP-054OK50 ms317bd63cafbdec5a0f…
2026-09-26 09:36REL-SNAP-053OK53 ms317bd63cafbdec5a0f…
2026-09-25 10:00REL-SNAP-052OK51 ms317bd63cafbdec5a0f…
2026-09-24 10:03REL-SNAP-051OK49 ms317bd63cafbdec5a0f…
2026-09-23 10:08REL-SNAP-050OK50 ms311da4b496598579aa…
2026-09-22 09:47REL-SNAP-049OK51 ms304c7195b23a10c034…
2026-09-21 09:31REL-SNAP-048OK48 ms304c7195b23a10c034…
2026-09-20 09:50REL-SNAP-047OK53 ms304c7195b23a10c034…
2026-09-19 09:34REL-SNAP-046OK44 ms304c7195b23a10c034…
2026-09-18 09:48REL-SNAP-045OK49 ms304c7195b23a10c034…
2026-09-17 09:58REL-SNAP-044OK51 ms304c7195b23a10c034…
2026-09-16 10:14REL-SNAP-043OK51 ms304c7195b23a10c034…
2026-09-15 09:50REL-SNAP-042OK51 ms304c7195b23a10c034…
2026-09-14 10:00REL-SNAP-041OK48 ms304c7195b23a10c034…
2026-09-13 09:56REL-SNAP-040OK43 ms304c7195b23a10c034…
2026-09-12 09:29REL-SNAP-039OK51 ms304c7195b23a10c034…
2026-09-11 09:37REL-SNAP-038OK56 ms304c7195b23a10c034…
2026-09-10 09:38REL-SNAP-037OK56 ms304c7195b23a10c034…

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 agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-ml/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.