Robin Saige we check the tools AI agents call

Slacking.biz — SEC Financial Data + US Economics + Demographics + FX

io.github.Th3Slack3r/slacking-biz

75 MCP tools: SEC financials, FRED economics, IRS 990, FDA, FX, UK Companies House.

— the operator's own registry description reported

Publisher io.github.Th3Slack3r · first seen 2026-08-12 · endpoint https://slacking.biz/mcp

allow
verdict
rich-solo
cluster
ok_tools
answers
75
tools served

Dependency rating derived

allow
allow — alive & usable · retrieval-public ● · V3 has answer key ◐
allow — because answers ●, 75 tools legible (band A) ●, no confirmed drift in 2 probes ●; not yet checked: truth (1 attempts unverifiable, 0 disagreements)

Cluster rich-solo · distinctiveness 0.349 (typical). Every figure is a percentile or class within the 11,094-server censussee the whole spectrum.

Does it answer? Q1 · observed
answersalive_tools
latency188 ms
vs populationtypical
protocolleading
authopen
Can it be used? Q4 · observed
tools75
vs populationhigh
capabilities1
harnessA
Did it hold when checked? Q3–Q4 · derived
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers true0/0 agree

🔏 Signed receipt rr_e15b63f431b9918840245b9e · 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 — 2 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 (2 shown, 2026-08-12 → 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 (2 events)
datetypewhat changed
2026-08-14inventorytools 67 → 75
2026-08-12outcomefirst 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-public61serves public factstruth-checkable against a public source — the V-ladder applies in full
unclassified6not classifiable from its textTier-1 only until its tools describe themselves
action5changes the worldno true answer exists; we check the CONTRACT (destructive/read-only/idempotent declarations, error legibility) and never fire real actions
predictive2claims about the futurescoreable only in retrospect — the archive scores yesterday's predictions against today's outcome
computational1deterministic transformsself-checkable by re-computation and known-answer tests

Tools last seen observed

batch_query compare_companies datausa_income datausa_population edgar_fulltext_search eurostat_gdp eurostat_inflation eurostat_unemployment fda_drug_labels fda_recalls fx_convert fx_get_pair_rate fx_get_rates fx_list_currencies fx_official_rates get_air_quality get_all_financial_data get_balance_sheet get_bea_gdp get_cash_flow get_company_health get_company_profile get_county_demographics get_econ_summary get_employment get_filing_types get_gdp get_housing get_income_statement get_inflation get_insider_trades get_labor_series get_rates get_revenue_segments get_sentiment get_trends get_zip_demographics health_adverse_events health_adverse_events_by_ndc health_device_510k health_drug_lookup health_drug_ndc health_drug_search health_recalls health_recalls_by_company health_summary imf_indicator industry_comparison nonprofit_990_lookup nws_alerts nws_forecast oecd_leading_indicators screen_companies search_filings search_scholarly treasury_auctions treasury_debt treasury_fx_rates treasury_gold_reserve treasury_interest_rates treasury_monthly_statement treasury_summary uk_company_charges uk_company_filings uk_company_health uk_company_officers uk_company_ownership uk_company_profile uk_company_search uk_officer_search us_debt_current us_debt_history usaspending_awards usaspending_budget usgs_earthquakes

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 & specific75/75
has a description75/75
description is substantive72/7572/75
parameters are typed75/75
parameters are described75/75

75 of 75 tools graded · 75 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

2025-11-25
protocol version
session model
1.2.0
server version slacking-biz

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
2026-08-14T19:59:17Zok_tools2001882025-11-25
2026-08-12T05:34:30Zok_tools2001542025-11-25

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.Th3Slack3r/slacking-biz.svg)](https://robinsaige.com/s/io.github.Th3Slack3r/slacking-biz)

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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