Robin Saige we check the tools AI agents call

DeltaSignal ATLAS-7

io.github.aitrailblazer/deltasignal-atlas-7

SEC/XBRL issuer intelligence for crypto public companies via MCP, OpenAPI, x402, and MPP.

— the operator's own registry description reported

Publisher io.github.aitrailblazer · first seen 2026-08-12 · endpoint https://api.aitrailblazer.net/mcp

allow
verdict
stale-rich-fast-solo
cluster
ok_tools
answers
81
tools served

Dependency rating derived

allow
allow — alive & usable · retrieval-public ● · V3 has answer key ◐
allow — because answers ●, 81 tools legible (band A) ●, no confirmed drift in 2 probes ●; not yet checked: truth (3 attempts unverifiable, 0 disagreements)

Cluster stale-rich-fast-solo · distinctiveness 0.506 (moderate). Every figure is a percentile or class within the 11,094-server censussee the whole spectrum.

Does it answer? Q1 · observed
answersalive_tools
latency61 ms
vs populationfast
protocolbehind
authopen
Can it be used? Q4 · observed
tools81
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_2fe7da6a5ce56a4dc4d04def · 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?stale-rich-fast-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 (1 events)
datetypewhat changed
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-public62serves public factstruth-checkable against a public source — the V-ladder applies in full
computational10deterministic transformsself-checkable by re-computation and known-answer tests
generative8creates contentno answer key exists; disclosure + stability checks, never truth verdicts
action1changes the worldno true answer exists; we check the CONTRACT (destructive/read-only/idempotent declarations, error legibility) and never fire real actions

Tools last seen observed

atlas7_alpha_candidates atlas7_archive_search atlas7_company_fundamentals atlas7_company_report_inputs atlas7_compile_query atlas7_covenant_stress atlas7_evidence_lineage atlas7_explain_signal atlas7_field_catalog atlas7_issuer_identity atlas7_issuer_signal atlas7_lineage_audit atlas7_market_context atlas7_metadata_health atlas7_model_catalog atlas7_morning_brief_inputs atlas7_peer_comparison atlas7_portfolio_watchlist atlas7_pressure_board atlas7_quick_ticker_check atlas7_readiness atlas7_recent_history atlas7_semantic_query atlas7_signal_board atlas7_theme_discovery atlas7_top_stress deltasignal_alpha_opportunities deltasignal_alpha_opportunities_audit deltasignal_alpha_signals deltasignal_alpha_sweep deltasignal_article_thesis_map deltasignal_atlas7_audit_status deltasignal_atlas7_calculation_history deltasignal_atlas7_companyfacts_history deltasignal_atlas7_four_level_applicability deltasignal_atlas7_point_in_time_history deltasignal_atlas_history deltasignal_coinbase_perp_calculation_history deltasignal_coinbase_perp_constituents deltasignal_coinbase_perp_factors deltasignal_coinbase_perp_market_spectra deltasignal_coinbase_perp_rankings deltasignal_company_fundamentals deltasignal_company_report deltasignal_compare_article_to_filing_evidence deltasignal_compare_claim_to_evidence deltasignal_covenant_stress deltasignal_covenant_stress_natural deltasignal_daily_change_evidence deltasignal_daily_changes deltasignal_generate_article_tripcode deltasignal_generate_filing_tripcode deltasignal_help deltasignal_issuer_deep_report deltasignal_list_article_tripcodes deltasignal_morning_brief deltasignal_morning_brief_natural deltasignal_peer_ranking deltasignal_pressure_board deltasignal_public_daily_brief deltasignal_quick_ticker_check deltasignal_readiness deltasignal_resolve_article_tripcode deltasignal_resolve_filing_tripcode deltasignal_resolve_river_tripcode deltasignal_resolve_tripcode_research_packet deltasignal_reverse_search_river deltasignal_risk_distribution deltasignal_search_by_claim deltasignal_search_by_issuer deltasignal_spectra_field_map deltasignal_synthetic_etf_audit deltasignal_synthetic_etf_pressure_state deltasignal_thesis_create deltasignal_thesis_readiness deltasignal_top_stressed deltasignal_top_stressed_natural strategix_diagram_render strategix_diagram_validate strategix_visual_spec_package strategix_visual_spec_search

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 & specific81/81
has a description81/81
description is substantive81/81
parameters are typed81/81
parameters are described81/81

81 of 81 tools graded · 81 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 — 3 attempt(s) currently unverifiable (rate limits, walls, or unmappable schemas — never counted against the server) · 0 disagreements.

claim classkeyverdictprimary source
tariff-duty0901.21.00unverifiableus-hts
tariff-duty6109.10.00unverifiableus-hts
tariff-duty8471.30.01unverifiableus-hts

Protocol conformance observed

2025-03-26
protocol version
session model
1.0.0
server version deltasignal-atlas-7

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
2026-08-14T19:59:21Zok_tools200612025-03-26
2026-08-12T05:34:34Zok_tools200802025-03-26

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.aitrailblazer/deltasignal-atlas-7.svg)](https://robinsaige.com/s/io.github.aitrailblazer/deltasignal-atlas-7)

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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