Robin Saige we check the tools AI agents call

LastPing

dev.lastping/lastping

Monitoring that agents set up for themselves — cron jobs, CI/CD pipelines and AI agent runs.

— the operator's own registry description reported

Publisher dev.lastping · first seen 2026-08-14 · endpoint https://mcp.lastping.dev

allow
verdict
rich-slow-solo
cluster
ok_tools
answers
36
tools served

Dependency rating derived

allow
allow — alive & usable · action ● · V n/a
allow — because answers ●, 36 tools legible (band A) ●, no confirmed drift in 5 probes ●; not yet checked: truth (1 attempts unverifiable, 0 disagreements)

Cluster rich-slow-solo · distinctiveness 0.525 (moderate). Every figure is a percentile or class within the 15,472-server censussee the whole spectrum.

Does it answer? Q1 · observed
answersalive_tools
latency385 ms
vs populationslow
protocolcurrent
authopen
Can it be used? Q4 · observed
tools36
vs populationhigh
capabilities1
harnessA
Did it hold when checked? Q3–Q4 · derived
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers true0/0 agree

🔏 Signed receipt rr_06df44bd35623c744c7c19f8 · ed25519 · key rs-rcpt-2026-08 — this rating is tamper-evident; an agent gets the full signature from check_server and can verify it against the published key.

Q1Does it answer?alive & usable — 5 probes ●evidence ↓
Q2What is it?action ● evidence ↓
Q3Can it be checked?V n/a for this kind ◐evidence ↓
Q4Did it hold?harness A · truth not yet run · no drift ●evidence ↓
Q5What company does it keep?rich-slow-solo · 1 on its host (context, not verdict) ◐evidence ↓

● observed · ◐ derived · ○ reported — the verdict synthesizes Q1–Q4; Q5 is context. Methodology →

History observed

Every probe we made, oldest → newest (5 shown, 2026-08-14 → 2026-09-06). Green answered · amber answered-but-walled · red no useful answer. A gap in our cadence is a gap in coverage, not evidence about the server.

changelog (2 events)
datetypewhat changed
2026-09-06outcomeok_tools (was auth_required)
2026-08-14outcomefirst probe: auth_required

What kind of tools these are derived

Verification only means something relative to a tool's NATURE — an email-sender has no "true answer", a generator has no answer key. Classification evidence: classified from tool names/descriptions/annotations WE OBSERVED. What checking applies to each kind (the full methodology →):

naturetoolsmeaning what checking applies
action36changes the worldno true answer exists; we check the CONTRACT (destructive/read-only/idempotent declarations, error legibility) and never fire real actions

Tools last seen observed

add_incident_note create_api_key create_destination create_monitor create_status_page declare_run_expectations delete_agent delete_destination delete_monitor delete_status_page discover_monitors_reconcile export_terraform get_agent get_alert_templates get_monitor get_ping_instructions get_run_history list_agents list_api_keys list_destinations list_incidents list_monitors list_open_incidents list_status_pages pause_monitor register_agent resume_monitor revoke_api_key set_alert_template set_route snooze_monitor test_destination update_agent update_destination update_monitor update_status_page

Harness readiness observed

Can an agent's harness pick this tool and call it correctly? Graded on the three things an agent reads — name, description, typed parameters. Band A — an agent can pick and call these reliably.

legibility checktools passingok
name is clear & specific36/36
has a description36/36
description is substantive36/36
parameters are typed36/36
parameters are described36/36

36 of 36 tools graded · 36 with a captured input schema. RS-008, Tier-1 — no domain knowledge, applies to any tool. “Alive” is not the same as “usable”.

Truth checks observed

Not yet confirmed — 1 attempt(s) currently unverifiable (rate limits, walls, or unmappable schemas — never counted against the server) · 0 disagreements.

claim classkeyverdictprimary source
tariff-dutyunmappedunverifiableus-hts

Protocol conformance observed

2025-06-18
protocol version
session model
0.1.0
server version lastping-mcp

Capabilities: tools

Drift observed

No confirmed drift on record. Baseline set 2026-09-06; changes appear here after human review.

raw probe records
probed (UTC) outcomehttpmsprotocol
2026-09-06T06:13:21Zok_tools2003852025-06-18
2026-08-30T06:13:02Zauth_required401382
2026-08-23T06:12:29Zauth_required401384
2026-08-16T06:12:16Zauth_required401410
2026-08-14T19:58:44Zauth_required401304

Watch or embed this verdict

verdict badge

Operators: put the live verdict in your README — it updates with every census, links back here, and is a dated observation, never a warranty:

[![Robin Saige verdict](https://robinsaige.com/badge/dev.lastping/lastping.svg)](https://robinsaige.com/s/dev.lastping/lastping)

Depend on it? Subscribe to its change feed — outcome changes and confirmed drift, no account needed. Building on it? The full dossier as JSON — verdict, rating, truth checks, history — stable enough to gate CI on.

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