MCP VerifyThe rating layer for AI agents

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

Graded A by MCP Verify under grade/v1, sealed in snapshot REL-SNAP-084 on 27 October 2026. Recorded reachable in 39 of 39 observations since 19 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-046 to REL-SNAP-058, A from REL-SNAP-059 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
7af7f8659744acce…changed 2 times on the record
Name reported by the server
Smidgens to milliliters, number discardedself-reported, never used as identity
Registry names (not anchored)
io.github.sadri-dridi/smidgen-mlas the registry listed it; not covered by the chain
First and last observed
19 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 09:30REL-SNAP-084OK59 ms317af7f8659744acce…
2026-10-26 09:30REL-SNAP-083OK47 ms317af7f8659744acce…
2026-10-25 09:25REL-SNAP-082OK48 ms317af7f8659744acce…
2026-10-24 09:24REL-SNAP-081OK48 ms317af7f8659744acce…
2026-10-23 10:35REL-SNAP-080OK58 ms317af7f8659744acce…
2026-10-22 10:11REL-SNAP-079OK33 ms317af7f8659744acce…
2026-10-21 09:52REL-SNAP-078OK65 ms317af7f8659744acce…
2026-10-20 10:21REL-SNAP-077OK57 ms317af7f8659744acce…
Show all 39 observations
2026-10-19 10:32REL-SNAP-076OK52 ms317af7f8659744acce…
2026-10-18 09:33REL-SNAP-075OK46 ms317af7f8659744acce…
2026-10-17 09:31REL-SNAP-074OK56 ms317af7f8659744acce…
2026-10-16 09:43REL-SNAP-073OK57 ms317af7f8659744acce…
2026-10-15 09:48REL-SNAP-072OK44 ms317af7f8659744acce…
2026-10-14 09:54REL-SNAP-071OK56 ms317af7f8659744acce…
2026-10-13 09:55REL-SNAP-070OK51 ms317af7f8659744acce…
2026-10-12 10:37REL-SNAP-069OK44 ms317af7f8659744acce…
2026-10-11 09:29REL-SNAP-068OK80 ms317af7f8659744acce…
2026-10-10 09:31REL-SNAP-067OK41 ms317af7f8659744acce…
2026-10-09 09:34REL-SNAP-066OK48 ms317af7f8659744acce…
2026-10-08 09:45REL-SNAP-065OK56 ms317af7f8659744acce…
2026-10-07 09:56REL-SNAP-064OK47 ms317af7f8659744acce…
2026-10-06 09:31REL-SNAP-063OK52 ms317af7f8659744acce…
2026-10-05 10:20REL-SNAP-062OK62 ms317af7f8659744acce…
2026-10-04 09:46REL-SNAP-061OK83 ms317af7f8659744acce…
2026-10-03 09:40REL-SNAP-060OK45 ms317af7f8659744acce…
2026-10-02 09:37REL-SNAP-059OK44 ms317af7f8659744acce…
2026-10-01 09:41REL-SNAP-058OK45 ms317af7f8659744acce…
2026-09-30 10:05REL-SNAP-057OK62 ms317af7f8659744acce…
2026-09-29 10:01REL-SNAP-056OK48 ms317af7f8659744acce…
2026-09-28 10:13REL-SNAP-055OK51 ms317af7f8659744acce…
2026-09-27 09:59REL-SNAP-054OK52 ms317af7f8659744acce…
2026-09-26 09:47REL-SNAP-053OK46 ms317af7f8659744acce…
2026-09-25 10:10REL-SNAP-052OK54 ms317af7f8659744acce…
2026-09-24 10:13REL-SNAP-051OK56 ms317af7f8659744acce…
2026-09-23 10:18REL-SNAP-050OK58 ms315d68edb4dc810c17…
2026-09-22 09:57REL-SNAP-049OK59 ms3026dde3094bbb8418…
2026-09-21 09:41REL-SNAP-048OK52 ms3026dde3094bbb8418…
2026-09-20 09:59REL-SNAP-047OK39 ms3026dde3094bbb8418…
2026-09-19 09:44REL-SNAP-046OK55 ms3026dde3094bbb8418…

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/smidgen-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.