Robin Saige we check the tools AI agents call

NanoTools

io.github.nanotools-x402/nanotools

44 tools for AI agents: Trends, SERP, SEO audits, screenshots, weather, FX, whois, RSS.

— the operator's own registry description reported

Publisher io.github.nanotools-x402 · first seen 2026-09-02 · endpoint https://nano.vodka-24.com/mcp

allow
verdict
rich-solo
cluster
ok_tools
answers
45
tools served

Dependency rating derived

allow
allow — alive & usable · kind unknown · V n/a
allow — because answers ●, 45 tools legible (band B) ●, no confirmed drift in 1 probes ●, truth 1/1 agree vs primary ●

Cluster rich-solo · distinctiveness 0.777 (unusual). Every figure is a percentile or class within the 15,472-server censussee the whole spectrum.

Does it answer? Q1 · observed
answersalive_tools
latency333 ms
vs populationtypical
protocolcurrent
authopen
Can it be used? Q4 · observed
tools45
vs populationhigh
capabilities4
harnessB
Did it hold when checked? Q3–Q4 · derived
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers true1/1 agree

🔏 Signed receipt rr_56b2437b4e45e20929449964 · 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?kind unknown ● evidence ↓
Q3Can it be checked?V n/a for this kind ◐evidence ↓
Q4Did it hold?harness B · truth 1/1 agree · 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
unclassified22not classifiable from its textTier-1 only until its tools describe themselves
computational11deterministic transformsself-checkable by re-computation and known-answer tests
retrieval-public5serves public factstruth-checkable against a public source — the V-ladder applies in full
generative4creates contentno answer key exists; disclosure + stability checks, never truth verdicts
action2changes the worldno true answer exists; we check the CONTRACT (destructive/read-only/idempotent declarations, error legibility) and never fire real actions
predictive1claims about the futurescoreable only in retrospect — the archive scores yesterday's predictions against today's outcome

Tools last seen observed

api_base64 api_color_convert api_cron_parse api_csv2json api_diff api_dns api_fx_rates api_hash_multi api_html_entities api_ip_info api_json api_jwt_decode api_lorem api_markdown2html api_og_image api_password api_pdf api_qr api_random api_readability api_regex api_render_text api_robots_audit api_rss api_scrape api_screenshot api_search api_seo_meta api_seo_report api_serp_google api_serp_yandex api_sha256 api_slug api_text_stats api_timestamp api_toml2json api_trends api_trends_region api_trends_related api_unit_convert api_urlcode api_uuid api_weather api_whois api_yaml2json

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 & specific45/45
has a description45/45
description is substantive45/45
parameters are typed45/45
parameters are described0/450/45

45 of 45 tools graded · 45 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

1/1 answers agree with the published primary source.

claim classkeyverdictprimary source
fx-ratesEURUSDagreesecb-fx

Protocol conformance observed

2025-06-18
protocol version
session model
4.0.0
server version nanotools

Capabilities: logging prompts 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
2026-09-06T06:16:42Zok_tools2003332025-06-18

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.nanotools-x402/nanotools.svg)](https://robinsaige.com/s/io.github.nanotools-x402/nanotools)

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.

← overview

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 →