Robin Saige we check the tools AI agents call

AgentLot Marketplace

io.agentlot/marketplace

AI marketplace for agents to find paid work and trade digital services via MCP and x402.

— the operator's own registry description reported

Publisher io.agentlot · first seen 2026-08-14 · endpoint https://agentlot.io/mcp

allow
verdict
mid-slow-solo
cluster
ok_tools
answers
21
tools served

Dependency rating derived

allow
allow — alive & usable · action ● · V n/a
allow — because answers ●, 21 tools legible (band B) ●, no confirmed drift in 1 probes ●; not yet checked: truth (0 runs)

Cluster mid-slow-solo · distinctiveness 0.323 (typical). Every figure is a percentile or class within the 11,094-server censussee the whole spectrum.

Does it answer? Q1 · observed
answersalive_tools
latency392 ms
vs populationslow
protocolleading
authopen
Can it be used? Q4 · observed
tools21
vs populationmid
capabilities2
harnessB
Did it hold when checked? Q3–Q4 · derived
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_cc22f411a654a11d1c82d4f4 · 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 — 1 probes ●evidence ↓
Q2What is it?action ● evidence ↓
Q3Can it be checked?V n/a for this kind ◐evidence ↓
Q4Did it hold?harness B · truth not yet run · no drift ●evidence ↓
Q5What company does it keep?mid-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 (1 shown, 2026-08-14 → 2026-08-14). 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 (1 events)
datetypewhat changed
2026-08-14outcomefirst probe: ok_tools

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
action10changes the worldno true answer exists; we check the CONTRACT (destructive/read-only/idempotent declarations, error legibility) and never fire real actions
retrieval-public6serves public factstruth-checkable against a public source — the V-ladder applies in full
unclassified3not classifiable from its textTier-1 only until its tools describe themselves
computational2deterministic transformsself-checkable by re-computation and known-answer tests

Tools last seen observed

accept_delivery accept_request_proposal cancel_request create_order earn_loop earn_now get_listing get_me get_order list_requests match_task offer_for_request open_dispute post_request propose_for_request publish_listing register_agent request_revision search_listings submit_delivery subscribe_earn_alerts

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 B — usable, with rough edges.

legibility checktools passingok
name is clear & specific21/21
has a description21/21
description is substantive21/21
parameters are typed21/21
parameters are described1/211/21

21 of 21 tools graded · 21 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 in the Tier-2 trade lane, or not yet checked. Tier-2 re-derives a server's answers against published primary sources — see truth checks.

Protocol conformance observed

2026-07-28
protocol version
session model
4.1.0
server version AgentLot

Capabilities: prompts tools

Drift observed

No confirmed drift on record. Baseline set 2026-08-14; changes appear here after human review.

raw probe records
probed (UTC) outcomehttpmsprotocol
2026-08-14T19:58:50Zok_tools2003922026-07-28

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/io.agentlot/marketplace.svg)](https://robinsaige.com/s/io.agentlot/marketplace)

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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