MCP VerifyThe rating layer for AI agents

agent-observatory-sensor.nolimit-observatory.workers.dev/s/lm-hash/mcp

Graded A by MCP Verify under grade/v1, sealed in snapshot REL-SNAP-084 on 27 October 2026. Recorded reachable in 41 of 41 observations since 17 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-044 to REL-SNAP-056, A from REL-SNAP-057 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
e10247e15ba259ae…changed 2 times on the record
Name reported by the server
LM hash 16-hex shape, value discardedself-reported, never used as identity
Registry names (not anchored)
io.github.sadri-dridi/lm-hashas the registry listed it; not covered by the chain
First and last observed
17 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 09:28REL-SNAP-084OK77 ms31e10247e15ba259ae…
2026-10-26 09:28REL-SNAP-083OK85 ms31e10247e15ba259ae…
2026-10-25 09:24REL-SNAP-082OK50 ms31e10247e15ba259ae…
2026-10-24 09:23REL-SNAP-081OK82 ms31e10247e15ba259ae…
2026-10-23 10:34REL-SNAP-080OK92 ms31e10247e15ba259ae…
2026-10-22 10:09REL-SNAP-079OK35 ms31e10247e15ba259ae…
2026-10-21 09:51REL-SNAP-078OK61 ms31e10247e15ba259ae…
2026-10-20 10:19REL-SNAP-077OK49 ms31e10247e15ba259ae…
Show all 41 observations
2026-10-19 10:30REL-SNAP-076OK71 ms31e10247e15ba259ae…
2026-10-18 09:32REL-SNAP-075OK55 ms31e10247e15ba259ae…
2026-10-17 09:30REL-SNAP-074OK47 ms31e10247e15ba259ae…
2026-10-16 09:42REL-SNAP-073OK55 ms31e10247e15ba259ae…
2026-10-15 09:46REL-SNAP-072OK51 ms31e10247e15ba259ae…
2026-10-14 09:52REL-SNAP-071OK49 ms31e10247e15ba259ae…
2026-10-13 09:54REL-SNAP-070OK81 ms31e10247e15ba259ae…
2026-10-12 10:36REL-SNAP-069OK52 ms31e10247e15ba259ae…
2026-10-11 09:28REL-SNAP-068OK43 ms31e10247e15ba259ae…
2026-10-10 09:30REL-SNAP-067OK53 ms31e10247e15ba259ae…
2026-10-09 09:32REL-SNAP-066OK51 ms31e10247e15ba259ae…
2026-10-08 09:44REL-SNAP-065OK47 ms31e10247e15ba259ae…
2026-10-07 09:55REL-SNAP-064OK88 ms31e10247e15ba259ae…
2026-10-06 09:30REL-SNAP-063OK52 ms31e10247e15ba259ae…
2026-10-05 10:18REL-SNAP-062OK42 ms31e10247e15ba259ae…
2026-10-04 09:45REL-SNAP-061OK54 ms31e10247e15ba259ae…
2026-10-03 09:38REL-SNAP-060OK45 ms31e10247e15ba259ae…
2026-10-02 09:35REL-SNAP-059OK46 ms31e10247e15ba259ae…
2026-10-01 09:39REL-SNAP-058OK54 ms31e10247e15ba259ae…
2026-09-30 10:04REL-SNAP-057OK47 ms31e10247e15ba259ae…
2026-09-29 10:00REL-SNAP-056OK56 ms31e10247e15ba259ae…
2026-09-28 10:12REL-SNAP-055OK55 ms31e10247e15ba259ae…
2026-09-27 09:58REL-SNAP-054OK55 ms31e10247e15ba259ae…
2026-09-26 09:45REL-SNAP-053OK48 ms31e10247e15ba259ae…
2026-09-25 10:08REL-SNAP-052OK54 ms31e10247e15ba259ae…
2026-09-24 10:12REL-SNAP-051OK46 ms31e10247e15ba259ae…
2026-09-23 10:17REL-SNAP-050OK58 ms3180e647fe34278d94…
2026-09-22 09:55REL-SNAP-049OK57 ms30bc79528b3bafe671…
2026-09-21 09:39REL-SNAP-048OK45 ms30bc79528b3bafe671…
2026-09-20 09:58REL-SNAP-047OK44 ms30bc79528b3bafe671…
2026-09-19 09:42REL-SNAP-046OK43 ms30bc79528b3bafe671…
2026-09-18 09:57REL-SNAP-045OK44 ms30bc79528b3bafe671…
2026-09-17 10:07REL-SNAP-044OK47 ms30bc79528b3bafe671…

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/lm-hash/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.