Robin Saige we check the tools AI agents call

MCPFax Public-Data Utility API

com.mcpscores/public-data-api

31 tools: geocoding, weather, FX, SEC, ICD-10, DNS & more. x402 USDC on Base, $0.001+/call.

— the operator's own registry description reported

Publisher com.mcpscores · first seen 2026-08-14 · endpoint https://mcpfax-utility.bowling-anthony.workers.dev/mcp

allow
verdict
mid-shared
cluster
ok_tools
answers
31
tools served

Dependency rating derived

allow
allow — alive & usable · retrieval-public ● · V3 has answer key ◐
allow — because answers ●, 31 tools legible (band A) ●, no confirmed drift in 1 probes ●; not yet checked: truth (1 attempts unverifiable, 0 disagreements)

Cluster mid-shared · distinctiveness 0.258 (typical). Every figure is a percentile or class within the 11,094-server censussee the whole spectrum.

Does it answer? Q1 · observed
answersalive_tools
latency107 ms
vs populationtypical
protocolcurrent
authopen
Can it be used? Q4 · observed
tools31
vs populationmid
capabilities1
harnessA
Did it hold when checked? Q3–Q4 · derived
identityshared
servers on its host1
servers on its domain5
verifiabilityunassessed
duplicate inventoryno
drift events0
answers true0/0 agree

🔏 Signed receipt rr_abf05281be7fbae88787d700 · 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?mid-shared · 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
retrieval-public25serves public factstruth-checkable against a public source — the V-ladder applies in full
computational5deterministic transformsself-checkable by re-computation and known-answer tests
predictive1claims about the futurescoreable only in retrospect — the archive scores yesterday's predictions against today's outcome

Tools last seen observed

v1_air_quality v1_airports_nearest v1_business_days v1_cfr v1_country v1_crypto_price v1_dns v1_drug_label v1_econ_indicator v1_fx v1_geocode v1_holidays v1_icd10 v1_inflation v1_ip_geolocation v1_lei v1_naics v1_rdap v1_reverse_geocode v1_robots v1_sec_company_facts v1_stock_quote v1_sun v1_timezone v1_unit_convert v1_validate_email v1_vin_decode v1_weather v1_weather_alerts v1_wikipedia v1_zip

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 & specific31/31
has a description31/31
description is substantive31/31
parameters are typed31/31
parameters are described31/31

31 of 31 tools graded · 31 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
fx-ratesEURUSDunverifiableecb-fx

Protocol conformance observed

2025-06-18
protocol version
session model
1.0.3
server version com.mcpscores/public-data-api

Capabilities: 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
2026-08-14T19:58:18Zok_tools2001072025-06-18

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/com.mcpscores/public-data-api.svg)](https://robinsaige.com/s/com.mcpscores/public-data-api)

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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