Robin Saige we check the tools AI agents call

Open Economics

io.github.felipegambettadesouza6-jpg/open-economics

Discover, resolve, and query official Brazilian economic data with semantic search and provenance.

— the operator's own registry description reported

Publisher io.github.felipegambettadesouza6-jpg · first seen 2026-09-09 · endpoint https://open-economics-data.knbf982hkn.chatgpt.site/api/mcp

allow
verdict
gateway
cluster
ok_tools
answers
19
tools served

Dependency rating derived

allow
allow — gateway · retrieval-public ● · V1 shows its work ◐
allow — because answers ●, 19 tools legible (band A) ●, no confirmed drift in 1 probes ●; not yet checked: truth (0 runs)

Cluster gateway · distinctiveness 0.529 (moderate). Every figure is a percentile or class within the 19,148-server censussee the whole spectrum.

Does it answer? Q1 · observed
answersalive_tools
latency1953 ms
vs populationslow
protocolcurrent
authopen
Can it be used? Q4 · observed
tools19
vs populationmid
capabilities1
harnessA
Did it hold when checked? Q3–Q4 · derived
identityfarm_member
servers on its host1
servers on its domain19
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_6a4caacd45fd2a8b5f3f3cba · 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?gateway — 1 probes ●evidence ↓
Q2What is it?retrieval-public ● evidence ↓
Q3Can it be checked?V1 shows its work ◐evidence ↓
Q4Did it hold?harness A · truth not yet run · no drift ●evidence ↓
Q5What company does it keep?gateway · 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, 2026-09-13 → 2026-09-13). 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
2026-09-13outcomefirst 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-public18serves public factstruth-checkable against a public source — the V-ladder applies in full
computational1deterministic transformsself-checkable by re-computation and known-answer tests

Tools last seen observed

describe_official_dataset get_anp_fuel_prices get_bcb_schema get_bcb_series get_comexstat_data get_cvm_investment_funds get_cvm_investment_funds_schema get_epe_electricity_consumption get_ibge_data get_ibge_schema get_mte_formal_employment get_mte_formal_employment_schema get_siconfi_data get_siconfi_schema get_tesouro_dpf get_tesouro_dpf_schema get_tesouro_rtn get_tesouro_rtn_schema search_official_data

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 & specific19/19
has a description19/19
description is substantive19/19
parameters are typed19/19
parameters are described19/19

19 of 19 tools graded · 19 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
2.0.2
server version open-economics

Capabilities: tools

Drift observed

No confirmed drift on record. Baseline set 2026-09-13; changes appear here after human review.

raw probe records
probed (UTC) outcomehttpmsprotocol
2026-09-13T06:16:45Zok_tools20019532025-06-18

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.felipegambettadesouza6-jpg/open-economics.svg)](https://robinsaige.com/s/io.github.felipegambettadesouza6-jpg/open-economics)

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 →