Robin Saige we check the tools AI agents call

ToolRouter

io.github.Humanleap/toolrouter

The OpenRouter for tools. One MCP connection gives any AI agent 254 hosted tools, pay per call.

— the operator's own registry description reported

Publisher io.github.Humanleap · first seen 2026-09-04 · endpoint https://api.toolrouter.com/mcp

allow
verdict
rich-solo
cluster
ok_tools
answers
47
tools served

Dependency rating derived

allow
allow — alive & usable · retrieval-public ● · V3 has answer key ◐
allow — because answers ●, 47 tools legible (band A) ●, no confirmed drift in 1 probes ●; not yet checked: truth (0 runs)

Cluster rich-solo · distinctiveness 0.609 (unusual). Every figure is a percentile or class within the 15,472-server censussee the whole spectrum.

Does it answer? Q1 · observed
answersalive_tools
latency135 ms
vs populationtypical
protocolcurrent
authopen
Can it be used? Q4 · observed
tools47
vs populationhigh
capabilities3
harnessA
Did it hold when checked? Q3–Q4 · derived
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_7f0195a216d480eb8da5d1a6 · 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?retrieval-public ● evidence ↓
Q3Can it be checked?V3 has answer key ◐evidence ↓
Q4Did it hold?harness A · truth not yet run · no drift ●evidence ↓
Q5What company does it keep?rich-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, 2026-09-06 → 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 (1 events)
datetypewhat changed
2026-09-06outcomefirst 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
retrieval-public21serves public factstruth-checkable against a public source — the V-ladder applies in full
action17changes the worldno true answer exists; we check the CONTRACT (destructive/read-only/idempotent declarations, error legibility) and never fire real actions
unclassified5not classifiable from its textTier-1 only until its tools describe themselves
orchestration3routes other toolsidentity + fronted-service disclosure checks (gateway vs costume)
retrieval-private1serves the caller's own dataoutside truth-checking is impossible BY NATURE, not by failure — the operator-invited pathway applies

Tools last seen observed

account_list account_preferences account_setup account_switch brain_add brain_admin brain_delete brain_expand brain_lint brain_query brain_settings brain_status brain_update brain_wings connector_add connector_list connector_permissions connector_remove credential_default credential_delete credential_guide credential_list credential_save credits_balance credits_usage discover feedback_debug feedback_request_tool feedback_review file_delete file_list file_read file_write invoice_list job_cancel job_get job_list key_create key_delete key_list outfit_list persona_list product_list scene_list subscription_manage top_up_credits use_tool

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 & specific47/47
has a description47/47
description is substantive40/4740/47
parameters are typed47/47
parameters are described47/47

47 of 47 tools graded · 47 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

2025-06-18
protocol version
session model
0.3.2
server version toolrouter

Capabilities: extensions resources 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
2026-09-06T06:15:17Zok_tools2001352025-06-18

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.github.Humanleap/toolrouter.svg)](https://robinsaige.com/s/io.github.Humanleap/toolrouter)

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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Operator of this server? Everything we hold about it is on this page — free, no account, for anyone. Wrong attribution, stale probe, misclassification? Dispute this record →