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DeltaSignal ATLAS-7

REMOTE · API.AITRAILBLAZER.NET · SCANNED AUG 3

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

+7 this week 66 Trust /100
Trust breakdown (6 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score →

Endpoint Security74
Transport & Reachability100
Schema Quality & AI Usability51
  • AI-judged instruction clarity (good).Pass
  • Context-footprint check failed: tool/resource definitions use about 17193 tokens (~212/item across 81 items; 81 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management27
  • Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
  • Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Capabilities40
  • Spec-recency check failed: implements MCP spec 2025-03-26; the latest is 2026-07-28. See how to fix → Fail
Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

remote · api.aitrailblazer.net

# add to Claude Code
claude mcp add --transport http aitrailblazer-deltasignal-atlas-7 https://api.aitrailblazer.net/mcp
# ~/.codex/config.toml
[mcp_servers.aitrailblazer-deltasignal-atlas-7]
url = "https://api.aitrailblazer.net/mcp"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "aitrailblazer-deltasignal-atlas-7": {
      "type": "remote",
      "url": "https://api.aitrailblazer.net/mcp",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add aitrailblazer-deltasignal-atlas-7 --url https://api.aitrailblazer.net/mcp --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  aitrailblazer-deltasignal-atlas-7:
    url: "https://api.aitrailblazer.net/mcp"
// mcp.json
{
  "mcpServers": {
    "aitrailblazer-deltasignal-atlas-7": {
      "type": "http",
      "url": "https://api.aitrailblazer.net/mcp"
    }
  }
}

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 3 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.

  • 1 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.

  • 31 Jul 26 +3
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 29 Jul 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

  • 28 Jul 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

  • 27 Jul 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 26 Jul 26 59

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 3 Aug 2026 · Probed https://api.aitrailblazer.net/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=api.aitrailblazer.net CN=GeoTrust TLS RSA CA G1,OU=www.digicert.com,O=DigiCert Inc,C=US 24 Apr 2026 24 Oct 2026 RSA 2048 SHA256-RSA e672c64c21c75f3646b8042d9ab0c69
SANs: api.aitrailblazer.net
CN=GeoTrust TLS RSA CA G1,OU=www.digicert.com,O=DigiCert Inc,C=US (CA) CN=DigiCert Global Root G2,OU=www.digicert.com,O=DigiCert Inc,C=US 2 Nov 2017 2 Nov 2027 RSA 2048 SHA256-RSA d07782a133fc6f9a57296e131ffd179
CN=DigiCert Global Root G2,OU=www.digicert.com,O=DigiCert Inc,C=US (CA) CN=DigiCert Global Root G2,OU=www.digicert.com,O=DigiCert Inc,C=US 1 Aug 2013 15 Jan 2038 RSA 2048 SHA256-RSA 33af1e6a711a9a0bb2864b11d09fae5
DNSSEC insecure

Validation of api.aitrailblazer.net. Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
net. present 37331 13 Verified
aitrailblazer.net. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200
Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://api.aitrailblazer.net/mcp Verified 200
http (plaintext) http://api.aitrailblazer.net/mcp HTTPS enforced 301 https://api.aitrailblazer.net/mcp
MCP tools — 81 exposed · ~17,193 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tool Tokens
atlas7_alpha_candidates ~59

Subscription-gated semantic alpha-candidate screen.

NameTypeReqDescription
limitintegerMaximum rows to return.
signal_filterstringOptional alpha signal text filter.
stress_fieldstringOptional stress field override for stress-ranked tools.

Structured output declared, but exposes no named fields.

No examples provided.

atlas7_archive_search ~60

Subscription-gated archive and history search.

NameTypeReqDescription
cikstringIssuer CIK when ticker is not supplied.
limitintegerMaximum rows to return.
tickerstringIssuer ticker, for example IREN.

Structured output declared, but exposes no named fields.

No examples provided.

atlas7_company_fundamentals ~63

Subscription-gated filing-backed fundamentals surface.

NameTypeReqDescription
cikstringIssuer CIK when ticker is not supplied.
limitintegerMaximum rows to return.
tickerstringIssuer ticker, for example IREN.

Structured output declared, but exposes no named fields.

No examples provided.

atlas7_company_report_inputs ~62

Subscription-gated structured Company Report input bundle.

NameTypeReqDescription
cikstringIssuer CIK when ticker is not supplied.
limitintegerMaximum rows to return.
tickerstringIssuer ticker, for example IREN.

Structured output declared, but exposes no named fields.

No examples provided.

atlas7_compile_query ~105

Subscription-gated validation of a governed semantic query. Returns the public plan and SQL fingerprint without exposing raw SQL.

NameTypeReqDescription
fieldsarrayOptional allowlisted fields. Evidence fields are appended automatically.
filtersarrayOptional validated filters.
intentstringAllowlisted semantic intent.
limitintegerMaximum rows to return.
model_keystringAllowlisted semantic model key.
sortarrayOptional validated sort fields.

Structured output declared, but exposes no named fields.

No examples provided.

atlas7_covenant_stress ~65

Subscription-gated covenant, debt, and liquidity stress view.

NameTypeReqDescription
limitintegerMaximum rows to return.
signal_filterstringOptional alpha signal text filter.
stress_fieldstringOptional stress field override for stress-ranked tools.

Structured output declared, but exposes no named fields.

No examples provided.

atlas7_evidence_lineage ~73

Subscription-gated evidence and provenance lineage drilldown.

NameTypeReqDescription
accessionstringOptional SEC accession.
cikstringOptional CIK.
fact_namestringOptional fact or concept name.
limitintegerMaximum rows.
tickerstringOptional ticker.

Structured output declared, but exposes no named fields.

No examples provided.

atlas7_explain_signal ~101

Subscription-gated explanation of fields, evidence requirements, and SQL fingerprint without raw SQL.

NameTypeReqDescription
fieldsarrayOptional allowlisted fields. Evidence fields are appended automatically.
filtersarrayOptional validated filters.
intentstringAllowlisted semantic intent.
limitintegerMaximum rows to return.
model_keystringAllowlisted semantic model key.
sortarrayOptional validated sort fields.

Structured output declared, but exposes no named fields.

No examples provided.

atlas7_field_catalog ~43

Subscription-gated field, metric, filter, sort, and evidence contract for one governed semantic model.

NameTypeReqDescription
model_keystringyesRequired governed semantic model key.

Structured output declared, but exposes no named fields.

No examples provided.

atlas7_issuer_identity ~66

Subscription-gated canonical issuer identity lookup by ticker or CIK.

NameTypeReqDescription
cikstringIssuer CIK when ticker is not supplied.
limitintegerMaximum rows to return.
tickerstringIssuer ticker, for example IREN.

Structured output declared, but exposes no named fields.

No examples provided.

atlas7_issuer_signal ~64

Subscription-gated issuer signal by ticker or CIK.

NameTypeReqDescription
cikstringIssuer CIK when ticker is not supplied.
limitintegerMaximum rows to return.
tickerstringIssuer ticker, for example IREN.

Structured output declared, but exposes no named fields.

No examples provided.

atlas7_lineage_audit ~70

Subscription-gated calculation lineage audit.

NameTypeReqDescription
accessionstringOptional SEC accession.
cikstringOptional CIK.
fact_namestringOptional fact or concept name.
limitintegerMaximum rows.
tickerstringOptional ticker.

Structured output declared, but exposes no named fields.

No examples provided.

atlas7_market_context ~38

Subscription-gated market and instrument overlay context.

NameTypeReqDescription
instrumentstringOptional market instrument.
limitintegerMaximum rows.

Structured output declared, but exposes no named fields.

No examples provided.

atlas7_metadata_health ~38

Subscription-gated semantic metadata, source freshness, row-count, and evidence-contract health surface.

NameTypeReqDescription
limitintegerMaximum health rows.

Structured output declared, but exposes no named fields.

No examples provided.

atlas7_model_catalog ~29

Subscription-gated catalog of governed semantic models, supported intents, evidence requirements, and freshness policies.

Input schema present but exposes no named parameters.

Structured output declared, but exposes no named fields.

No examples provided.

atlas7_morning_brief_inputs ~62

Subscription-gated structured Morning Brief input bundle.

NameTypeReqDescription
limitintegerMaximum rows to return.
signal_filterstringOptional alpha signal text filter.
stress_fieldstringOptional stress field override for stress-ranked tools.

Structured output declared, but exposes no named fields.

No examples provided.

atlas7_peer_comparison ~62

Subscription-gated peer ranking and relative pressure.

NameTypeReqDescription
cikstringIssuer CIK when ticker is not supplied.
limitintegerMaximum rows to return.
tickerstringIssuer ticker, for example IREN.

Structured output declared, but exposes no named fields.

No examples provided.

atlas7_portfolio_watchlist ~76

Subscription-gated saved watchlist analysis. MVP accepts ticker or CIK filters until watchlist persistence is enabled.

NameTypeReqDescription
cikstringIssuer CIK when ticker is not supplied.
limitintegerMaximum rows to return.
tickerstringIssuer ticker, for example IREN.

Structured output declared, but exposes no named fields.

No examples provided.

atlas7_pressure_board ~57

Subscription-gated semantic pressure board.

NameTypeReqDescription
limitintegerMaximum rows to return.
signal_filterstringOptional alpha signal text filter.
stress_fieldstringOptional stress field override for stress-ranked tools.

Structured output declared, but exposes no named fields.

No examples provided.

atlas7_quick_ticker_check ~63

Subscription-gated semantic ticker triage.

NameTypeReqDescription
cikstringIssuer CIK when ticker is not supplied.
limitintegerMaximum rows to return.
tickerstringIssuer ticker, for example IREN.

Structured output declared, but exposes no named fields.

No examples provided.

atlas7_readiness ~46

Subscription-gated semantic readiness and entitlement status. Existing DeltaSignal readiness remains available through x402; this semantic surface requires Marketplace subscription.

NameTypeReqDescription
limitintegerMaximum readiness rows.

Structured output declared, but exposes no named fields.

No examples provided.

atlas7_recent_history ~62

Subscription-gated recent point-in-time issuer trajectory.

NameTypeReqDescription
cikstringIssuer CIK when ticker is not supplied.
limitintegerMaximum rows to return.
tickerstringIssuer ticker, for example IREN.

Structured output declared, but exposes no named fields.

No examples provided.

atlas7_semantic_query ~104

Subscription-gated governed semantic query. Returns ATLAS evidence envelopes only; raw SQL is never returned.

NameTypeReqDescription
fieldsarrayOptional allowlisted fields. Evidence fields are appended automatically.
filtersarrayOptional validated filters.
intentstringAllowlisted semantic intent.
limitintegerMaximum rows to return.
model_keystringAllowlisted semantic model key.
sortarrayOptional validated sort fields.

Structured output declared, but exposes no named fields.

No examples provided.

atlas7_signal_board ~58

Subscription-gated latest issuer signal board.

NameTypeReqDescription
limitintegerMaximum rows to return.
signal_filterstringOptional alpha signal text filter.
stress_fieldstringOptional stress field override for stress-ranked tools.

Structured output declared, but exposes no named fields.

No examples provided.

atlas7_theme_discovery ~60

Subscription-gated theme, concept, and taxonomy discovery.

NameTypeReqDescription
cikstringOptional CIK.
limitintegerMaximum rows.
themestringOptional theme filter.
tickerstringOptional ticker.

Structured output declared, but exposes no named fields.

No examples provided.

atlas7_top_stress ~60

Subscription-gated semantic top-stress ranking.

NameTypeReqDescription
limitintegerMaximum rows to return.
signal_filterstringOptional alpha signal text filter.
stress_fieldstringOptional stress field override for stress-ranked tools.

Structured output declared, but exposes no named fields.

No examples provided.

deltasignal_alpha_opportunities ~396

Use this read-only screening tool to rank the active DeltaSignal issuer universe by deterministic Phase 1 alpha score. It returns opportunity rows with ticker, CIK/entity metadata when available, issuer type, raw alpha score, board rank score, risk tier, debt coverage, quality, treasury, regime, and provenance fields. Parameters: limit is 1-100; source_date replays a known YYYY-MM-DD slice; risk_tier, quality_flag, issuer_type, include_funds, and debt_coverage_status narrow the screen. Behavior: read-only and idempotent; it performs one HTTPS read, has no destructive side effects, and does not handle wallets, payments, orders, or account state. Default behavior returns operating-company issuers. Use include_funds=true or issuer_type=etf_trust|fund_vehicle|all only when the user asks for ETF, trust, fund, or product-vehicle screens. High scores are drilldown candidates, not standalone conclusions.

NameTypeReqDescription
debt_coverage_statusstringOptional debt coverage filter such as resolved_nonzero, legitimate_zero_debt, or low_confidence_missing_debt.
include_fundsbooleanSet true to include ETF, trust, fund, and product-vehicle rows in the screen.
issuer_typestringOptional issuer-type filter: operating_company, etf_trust, fund_vehicle, foreign_issuer, unresolved_identifier, or all.
limitintegerMaximum rows to return. Use 10-25 for agent summaries and up to 100 for full screening.
quality_flagstringOptional normalized quality filter such as high, medium, low, or unknown.
risk_tierstringOptional risk tier filter such as HIGH, MODERATE, LOW, or UNCLASSIFIED.
source_datestringOptional DeltaSignal source slice date in YYYY-MM-DD format.
NameTypeReqDescription
dataobjectyesRanked Phase 1 alpha-opportunity screen for the active DeltaSignal issuer universe. The default screen focuses on operating-company issuers and requires issuer drilldown; ETF/trust/fund/product vehic…
mcp_summarystringyesConcise high-signal summary of the tool response. Maximum 140 characters.
provenanceobjectyesTraceability information for the MCP tool response.
suggested_follow_upsarrayyesConcrete next MCP calls an agent can run to continue the workflow.
usage_metadataobjectPerformance and estimated cost metadata for this MCP tool call.

No examples provided.

deltasignal_alpha_opportunities_audit ~344

Use this read-only diagnostic tool to explain why the alpha-opportunity board includes, excludes, or demotes rows. It returns issuer-type, identity, quality-gate, and raw-alpha-versus-board-rank summaries from the same scoring universe used by deltasignal_alpha_opportunities. Parameters: limit is 1-100 for bounded samples; source_date replays a known YYYY-MM-DD slice; issuer_type narrows the audit to operating_company, etf_trust, fund_vehicle, foreign_issuer, unresolved_identifier, or all; include_rows=true attaches full publishable audit rows and should be used only for explicit debugging. Behavior: read-only and idempotent; it performs one HTTPS read, has no destructive side effects, and does not change board scoring, payments, wallets, files, or account state. Use it after deltasignal_alpha_opportunities or deltasignal_alpha_sweep when the user asks why a high raw alpha row is missing, why ETF/trust/fund rows are excluded by default, why a row was demoted, or whether a screen is safe to summarize.

NameTypeReqDescription
include_rowsbooleanSet true only when the user explicitly asks for the full publishable audit rows.
issuer_typestringOptional issuer-type audit filter: operating_company, etf_trust, fund_vehicle, foreign_issuer, unresolved_identifier, or all.
limitintegerMaximum sample rows to return in each audit sample. Use 10-25 for agent summaries and up to 100 for broad debugging.
source_datestringOptional DeltaSignal source slice date in YYYY-MM-DD format.
NameTypeReqDescription
dataobjectyesAlpha-opportunity board audit explaining issuer-type filters, identity quality, quality gates, and raw-alpha versus board-rank demotions.
mcp_summarystringyesConcise high-signal summary of the tool response. Maximum 140 characters.
provenanceobjectyesTraceability information for the MCP tool response.
suggested_follow_upsarrayyesConcrete next MCP calls an agent can run to continue the workflow.
usage_metadataobjectPerformance and estimated cost metadata for this MCP tool call.

No examples provided.

deltasignal_alpha_signals ~331

Use this read-only tool to retrieve DeltaSignal ATLAS-7 alpha signals for one crypto public company ticker. It returns issuer-level signal evidence such as resilience, treasury pressure, regime fit, phase-one opportunity indicators, and the active source date used by the DeltaSignal data plane. Use it for research triage on supported public-company tickers such as COIN, MSTR, MARA, RIOT, HUT, and CLSK; do not pass crypto asset symbols unless they are listed public-company tickers. Parameters: ticker is required and normalized to uppercase; source_date is optional YYYY-MM-DD and should be used only to replay a known historical DeltaSignal slice. Behavior: read-only and idempotent; it performs one HTTPS read, has no destructive side effects, does not trade, does not store user data, and does not handle wallet secrets. Usage guidelines: call readiness first if you need service freshness, use covenant_stress for covenant-only questions, use company_fundamentals for raw SEC XBRL facts, and treat the result as issuer intelligence rather than investment advice.

NameTypeReqDescription
source_datestringOptional DeltaSignal source slice date in YYYY-MM-DD format. Omit this for the latest active slice; set it only when reproducing a prior dated run.
tickerstringyesRequired crypto public company ticker symbol. The server normalizes it to uppercase. Good examples: COIN, MSTR, MARA, RIOT, HUT, CLSK. Do not use asset symbols like BTC or ETH unless they are also pu…
NameTypeReqDescription
dataobjectyesAlpha-signal research result for one crypto public company. Scores are issuer-level DeltaSignal values from 0 to 100 when present.
mcp_summarystringyesConcise high-signal summary of the tool response. Maximum 140 characters.
provenanceobjectyesTraceability information for the MCP tool response.
suggested_follow_upsarrayyesConcrete next MCP calls an agent can run to continue the workflow.
usage_metadataobjectPerformance and estimated cost metadata for this MCP tool call.

No examples provided.

deltasignal_alpha_sweep ~188

Use this read-only composite workflow tool for opportunity and alpha screening across the current DeltaSignal issuer universe. It server-enforces the alpha-sweep call plan: readiness, alpha_opportunities with limit 15, and daily_changes; alpha_opportunities defaults to operating-company issuers. Parameters: optional output_mode=compact only; do not pass limit, offset, ticker, source_date, or issuer filters because this preset owns exact arguments internally. Behavior: read-only and idempotent; it performs three internal HTTPS reads, has no destructive side effects, never calls issuer-level tools, and preserves partial results if one internal call fails. Use it when the user asks for alpha opportunities, opportunity sweep, clean alpha board, or names worth follow-up research; treat the result as a screen requiring issuer drilldown.

NameTypeReqDescription
output_modestringOptional response mode. Only compact is accepted.
NameTypeReqDescription
dataobjectyesServer-enforced DeltaSignal alpha sweep composite response.
mcp_summarystringyesConcise high-signal summary of the tool response. Maximum 140 characters.
provenanceobjectyesTraceability information for the MCP tool response.
suggested_follow_upsarrayyesConcrete next MCP calls an agent can run to continue the workflow.
usage_metadataobjectPerformance and estimated cost metadata for this MCP tool call.

No examples provided.

deltasignal_article_thesis_map ~637

Use this read-only synthesis tool when a subscriber gives Codex or Claude Code a DeltaSignal article TripCode and asks for the thesis map behind the article. Parameters: pass article_tripcode or tripcode, optional prior_article_tripcodes, linked_xbrl_tripcodes, filing_tripcodes, and ticker. For HUT, the MVP can use the seeded HUT filing pack when no filing_tripcodes are supplied. Behavior: idempotent and evidence-scoped with no destructive side effects. It resolves the TF-SUB article object when Azure Blob is configured, compares linked TF-XBRL filing evidence, marks missing live ATLAS evidence explicitly, and returns the eight required thesis-map sections. It does not call Grok, does not invent evidence, does not mutate Substack or Azure Blob, and does not treat TripCodes as official SEC identities.

NameTypeReqDescription
accession_numberstringSEC accession number when the object is filing-specific.
article_tripcodestringOptional TF-SUB article node TripCode from the article subtitle.
cikstringSEC CIK, with or without CIK prefix.
companystringSEC registrant company name.
companyfacts_snapshotstringCompanyFacts snapshot reference when available.
comparison_focusstringOptional thesis-map focus.
deltasignal_method_versionstringOptional method version override for deterministic regeneration tests.
filing_datestringSEC filing date.
filing_periodstringNormalized filing period such as 2026-Q1.
filing_tripcodesarrayOptional TF-XBRL filing evidence TripCodes. HUT with no filing_tripcodes loads the seeded HUT filing pack.
filing_typestringSEC form type such as 10-Q or 8-K.
issuerstringIssuer ticker or short symbol. Prefer ticker for public companies.
latest_article_nodestringOptional latest TF-SUB article node linked to this filing evidence object.
linked_ds_tripcodesarrayOptional linked TF-DS signal TripCodes from the current article object.
linked_xbrl_tripcodesarrayOptional linked TF-XBRL evidence TripCodes from the current article object.
primary_filingstringPrimary SEC filing document reference.
prior_article_tripcodesarrayOptional prior TF-SUB TripCodes in the issuer River.
report_datestringSEC report date or period end.
research_riverarrayOptional prior TF-SUB article TripCodes linked to this filing object.
river_tripcodesarrayOptional linked TF-RIVER TripCodes.
thesis_linestringOptional current article thesis line.
tickerstringIssuer ticker. HUT is the seeded MVP ticker.
titlestringOptional current article title.
tripcodestringOptional TF-SUB article TripCode alias. Prefer article_tripcode.
xbrl_instancestringXBRL instance document reference when available.
NameTypeReqDescription
dataobjectyesArticle-centered thesis map across TF-SUB, TF-XBRL, TF-DS, and TF-RIVER continuity.
mcp_summarystringyesConcise high-signal summary of the tool response. Maximum 140 characters.
provenanceobjectyesTraceability information for the MCP tool response.
suggested_follow_upsarrayyesConcrete next MCP calls an agent can run to continue the workflow.
usage_metadataobjectPerformance and estimated cost metadata for this MCP tool call.

No examples provided.

deltasignal_atlas_history ~300

Use this read-only tool to retrieve a historical ATLAS-7 covenant and stress series for one crypto public company ticker. It returns one compact row per ATLAS source_date, including debt, crypto fair value, BTC holdings, stress, risk tier, live-price fields, quality flags, and provenance needed for mNAV and Mirror Pulse joins. Parameters: ticker is required; source_date_from and source_date_to bound the inclusive ATLAS source-date range; limit defaults to 500 and is capped at 2000; offset paginates the dated series. Behavior: read-only and idempotent; it performs one HTTPS read, has no destructive side effects, and does not apply the latest ATLAS snapshot retroactively across history. Use this when the user needs historical ATLAS data, MSTR/Strategy time series, mNAV backtests, Mirror Pulse joins, or dated stress/risk snapshots.

NameTypeReqDescription
limitintegerMaximum dated rows to return. Defaults to 500 and is capped at 2000.
offsetintegerPagination offset over dated ATLAS rows.
source_date_fromstringOptional inclusive ATLAS source-date lower bound in YYYY-MM-DD format.
source_date_tostringOptional inclusive ATLAS source-date upper bound in YYYY-MM-DD format.
tickerstringyesRequired crypto public company ticker. Examples: MSTR, COIN, MARA, RIOT.
NameTypeReqDescription
dataobjectyesHistorical ATLAS-7 issuer time series keyed by source_date.
mcp_summarystringyesConcise high-signal summary of the tool response. Maximum 140 characters.
provenanceobjectyesTraceability information for the MCP tool response.
suggested_follow_upsarrayyesConcrete next MCP calls an agent can run to continue the workflow.
usage_metadataobjectPerformance and estimated cost metadata for this MCP tool call.

No examples provided.

deltasignal_atlas7_audit_status ~141

Use this read-only tool to check whether the Azure-native ATLAS-7 full-universe regression audit is healthy. It reads the latest audit summary artifact from Azure Blob and reports last successful run time, issuer count, operation count, failure counts, historical route status, composite route status, and artifact prefix. Parameters: none. Behavior: read-only and idempotent; it has no destructive side effects, does not run the audit, mutate data, or access raw issuer evidence. Use this before trusting historical ATLAS-7 surfaces in an agent workflow or when an operator asks whether the nightly 215-issuer audit is current.

Input schema present but exposes no named parameters.

NameTypeReqDescription
dataobjectyesLatest Azure ATLAS-7 regression audit health summary.
mcp_summarystringyesConcise high-signal summary of the tool response. Maximum 140 characters.
provenanceobjectyesTraceability information for the MCP tool response.
suggested_follow_upsarrayyesConcrete next MCP calls an agent can run to continue the workflow.
usage_metadataobjectPerformance and estimated cost metadata for this MCP tool call.

No examples provided.

deltasignal_atlas7_calculation_history ~351

Use this read-only tool when agents need the complete ATLAS-7 calculation bundle for an issuer and source_date. It assembles one calculation-history row from the existing ATLAS-7 precomputed surfaces: covenant stress, company fundamentals, peer ranking, alpha signals, alpha score breakdown, market regime context, SPECTRA inputs, quality flags, provenance, source fields, and hashes. Parameters: source_date replays one YYYY-MM-DD ATLAS-7 slice; source_date_from/source_date_to can page recent slices; ticker or CIK narrows to one issuer; mode=compact by default and full includes source_fields_json. Behavior: read-only and idempotent; it has no destructive side effects and performs no wallet, settlement, or trading actions. Use this before historical report rendering so agents do not mix latest-only fields into a historical answer.

NameTypeReqDescription
cikstringOptional CIK filter. Bare digits or CIK-prefixed digits are accepted.
limitintegerMaximum calculation rows to return. Defaults to 25 and is capped at 100 through MCP.
modestringOptional response mode: compact or full. Compact omits source_fields_json.
offsetintegerPagination offset over calculation rows.
source_datestringOptional exact ATLAS-7 source date in YYYY-MM-DD format. Defaults to latest when no range is supplied.
source_date_fromstringOptional inclusive source-date lower bound in YYYY-MM-DD format.
source_date_tostringOptional inclusive source-date upper bound in YYYY-MM-DD format.
tickerstringOptional issuer ticker, for example MSTR.
NameTypeReqDescription
dataobjectyesComplete ATLAS-7 calculation-history rows keyed by source_date and issuer.
mcp_summarystringyesConcise high-signal summary of the tool response. Maximum 140 characters.
provenanceobjectyesTraceability information for the MCP tool response.
suggested_follow_upsarrayyesConcrete next MCP calls an agent can run to continue the workflow.
usage_metadataobjectPerformance and estimated cost metadata for this MCP tool call.

No examples provided.

deltasignal_atlas7_companyfacts_history ~360

Use this read-only tool to retrieve compact SEC CompanyFacts/XBRL materialization rows for the crypto public-company universe or a specific ticker/CIK. It returns one compact row per issuer for a materialized companyfacts source_date, including tag counts, crypto/digital-asset flags, top tags, taxonomies, evidence hashes, and fact source pointers. Parameters: source_date replays a known YYYY-MM-DD materialization slice; ticker or cik optionally narrows to one issuer; limit defaults to 25 and is capped at 250; offset paginates the universe. Behavior: read-only and idempotent; it performs no writes, has no destructive side effects, and never returns the raw facts_payload, so use fact_source_pointer plus evidence_hash for drilldown/audit. Use this for Mirror Pulse or ATLAS-7 historical joins when you need the compact issuer-level CompanyFacts inventory for all 215 crypto companies.

NameTypeReqDescription
cikstringOptional SEC CIK. Accepts bare digits or CIK-prefixed form and normalizes to 10 digits.
include_summarybooleanInclude the compact summary JSON object in each row.
limitintegerMaximum issuer rows to return. Defaults to 25 and is capped at 250.
modestringOptional response mode. Use compact by default; summary includes the compact summary object.
offsetintegerPagination offset over compact issuer rows.
source_datestringOptional materialized CompanyFacts source date in YYYY-MM-DD format. Defaults to the latest materialized source date.
tickerstringOptional public-company ticker. Omit with cik to page the full materialized crypto issuer universe.
NameTypeReqDescription
dataobjectyesCompact materialized SEC CompanyFacts rows keyed by source_date and issuer.
mcp_summarystringyesConcise high-signal summary of the tool response. Maximum 140 characters.
provenanceobjectyesTraceability information for the MCP tool response.
suggested_follow_upsarrayyesConcrete next MCP calls an agent can run to continue the workflow.
usage_metadataobjectPerformance and estimated cost metadata for this MCP tool call.

No examples provided.

deltasignal_atlas7_four_level_applicability ~256

Use this read-only tool to determine which ATLAS-7 four-level layers are evidence-backed for one issuer or a paginated issuer universe. It reports Level 1 issuer truth, Level 2 market behavior, Level 3 point-in-time basket pressure, and Level 4 capability-gated depth/reference dislocation without promoting legacy compatibility scores or venue context into canonical truth. Parameters: optional ticker, CIK, source_date, mode=compact|full, limit, and offset. Behavior: read-only and idempotent with no destructive side effects; it does not fetch live market data, run ATLAS calculations, place trades, or mutate recorder state.

NameTypeReqDescription
cikstringOptional issuer CIK filter. Digits only.
limitintegerMaximum issuer rows to return. Defaults to 25 and is capped at 100 through MCP.
modestringOptional response mode: compact or full.
offsetintegerPagination offset over issuer rows.
source_datestringOptional exact ATLAS issuer-truth source date in YYYY-MM-DD format.
tickerstringOptional issuer ticker filter, for example NVDA or MSTR.
NameTypeReqDescription
dataobjectyesATLAS-7 four-level applicability/readiness rows for issuer, market, basket, and capability-gated depth/reference evidence.
mcp_summarystringyesConcise high-signal summary of the tool response. Maximum 140 characters.
provenanceobjectyesTraceability information for the MCP tool response.
suggested_follow_upsarrayyesConcrete next MCP calls an agent can run to continue the workflow.
usage_metadataobjectPerformance and estimated cost metadata for this MCP tool call.

No examples provided.

deltasignal_atlas7_point_in_time_history ~342

Use this read-only structured history tool when Mirror Pulse, backtests, or agents need daily ATLAS-7 CompanyFacts-derived factor rows keyed by as_of_date. It returns point-in-time-safe rows derived from the latest CompanyFacts archive by applying only facts with filed <= as_of_date; rows are retrospective recomputations and include lookahead safety flags. Parameters: optional ticker or CIK, source_date, as_of_date_from, as_of_date_to, mode=compact|full, limit, and offset. Behavior: read-only and idempotent; it performs one HTTPS read, has no destructive side effects, does not generate Natural Language, and never executes trades, wallets, or settlement flows. Use compact mode by default for Mirror Pulse joins; use full mode only for selected audit pages because factor_payload can be larger.

NameTypeReqDescription
as_of_date_fromstringOptional inclusive as-of date lower bound in YYYY-MM-DD format.
as_of_date_tostringOptional inclusive as-of date upper bound in YYYY-MM-DD format.
cikstringOptional CIK filter. Bare digits or CIK-prefixed digits are accepted.
limitintegerMaximum daily factor rows to return. Defaults to 250 on REST and is capped lower on MCP.
modestringOptional response mode. Use compact by default; full includes factor_payload.
offsetintegerPagination offset for daily factor rows.
source_datestringOptional CompanyFacts archive source date in YYYY-MM-DD format.
tickerstringOptional issuer ticker filter, for example MSTR.
NameTypeReqDescription
dataobjectyesCompanyFacts-derived point-in-time ATLAS-7 factor rows keyed by as_of_date and issuer.
mcp_summarystringyesConcise high-signal summary of the tool response. Maximum 140 characters.
provenanceobjectyesTraceability information for the MCP tool response.
suggested_follow_upsarrayyesConcrete next MCP calls an agent can run to continue the workflow.
usage_metadataobjectPerformance and estimated cost metadata for this MCP tool call.

No examples provided.

deltasignal_coinbase_perp_calculation_history ~288

Use this read-only tool to retrieve Coinbase INTX perp market-factor history assembled from persisted recorder evidence. It returns venue-pure calculation-history rows with contract identity, ATLAS-shaped factor fields, deltas, quality state, and optional full market inputs or lineage. Parameters: optional product or underlying_ticker filters, source_date or source_date_from/source_date_to, mode=compact|full, limit, and offset. Behavior: read-only and idempotent with no destructive side effects; it does not fetch live exchange data on demand, place trades, or mutate recorder state.

NameTypeReqDescription
limitintegerMaximum calculation-history rows to return. Defaults to 25 and is capped at 100 through MCP.
modestringOptional response mode: compact or full.
offsetintegerPagination offset over calculation-history rows.
productstringOptional Coinbase INTX product_id or contract_symbol filter, for example AI-PERP-INTX.
source_datestringOptional exact source date in YYYY-MM-DD format.
source_date_fromstringOptional inclusive source-date lower bound in YYYY-MM-DD format.
source_date_tostringOptional inclusive source-date upper bound in YYYY-MM-DD format.
underlying_tickerstringOptional underlying ticker filter, for example AI or COIN50.
NameTypeReqDescription
dataobjectyesCoinbase INTX perp market-factor history assembled from persisted venue-pure recorder evidence.
mcp_summarystringyesConcise high-signal summary of the tool response. Maximum 140 characters.
provenanceobjectyesTraceability information for the MCP tool response.
suggested_follow_upsarrayyesConcrete next MCP calls an agent can run to continue the workflow.
usage_metadataobjectPerformance and estimated cost metadata for this MCP tool call.

No examples provided.

deltasignal_coinbase_perp_constituents ~281

Use this read-only tool to retrieve persisted constituent registries for one Coinbase thematic or index perp product such as COIN50-PERP-INTX or AI-PERP-INTX. It returns additive curated constituent overlays grouped by source date, preserving the evidence boundary that these are persisted registry rows rather than live exchange-native constituent APIs. Parameters: product is required; optional source_date or source_date_from/source_date_to, mode=compact|full, limit, and offset. Behavior: read-only and idempotent with no destructive side effects; it does not fetch live exchange data, place trades, or mutate recorder state.

NameTypeReqDescription
limitintegerMaximum grouped constituent registries to return. Defaults to 25 and is capped at 100 through MCP.
modestringOptional response mode: compact or full.
offsetintegerPagination offset over grouped constituent registries.
productstringyesRequired Coinbase thematic or index perp product_id or contract_symbol, for example COIN50-PERP-INTX.
source_datestringOptional exact source date in YYYY-MM-DD format.
source_date_fromstringOptional inclusive source-date lower bound in YYYY-MM-DD format.
source_date_tostringOptional inclusive source-date upper bound in YYYY-MM-DD format.
NameTypeReqDescription
dataobjectyesCoinbase thematic/index perp constituent registries read from persisted additive overlay rows.
mcp_summarystringyesConcise high-signal summary of the tool response. Maximum 140 characters.
provenanceobjectyesTraceability information for the MCP tool response.
suggested_follow_upsarrayyesConcrete next MCP calls an agent can run to continue the workflow.
usage_metadataobjectPerformance and estimated cost metadata for this MCP tool call.

No examples provided.

deltasignal_coinbase_perp_factors ~278

Use this read-only tool when the user wants persisted Coinbase INTX market-factor history for one perp product. It returns one product's venue-pure factor history, including factor rows, deltas, quality state, and optional full market inputs or lineage. Parameters: product is required; optional source_date or source_date_from/source_date_to, underlying_ticker, mode=compact|full, limit, and offset. Behavior: read-only and idempotent with no destructive side effects; it does not fetch live exchange state or write recorder artifacts on demand.

NameTypeReqDescription
limitintegerMaximum factor-history rows to return. Defaults to 25 and is capped at 100 through MCP.
modestringOptional response mode: compact or full.
offsetintegerPagination offset over factor-history rows.
productstringyesRequired Coinbase INTX product_id or contract_symbol, for example AI-PERP-INTX.
source_datestringOptional exact source date in YYYY-MM-DD format.
source_date_fromstringOptional inclusive source-date lower bound in YYYY-MM-DD format.
source_date_tostringOptional inclusive source-date upper bound in YYYY-MM-DD format.
underlying_tickerstringOptional underlying ticker filter to keep product routing explicit.
NameTypeReqDescription
dataobjectyesCoinbase INTX perp market-factor history assembled from persisted venue-pure recorder evidence.
mcp_summarystringyesConcise high-signal summary of the tool response. Maximum 140 characters.
provenanceobjectyesTraceability information for the MCP tool response.
suggested_follow_upsarrayyesConcrete next MCP calls an agent can run to continue the workflow.
usage_metadataobjectPerformance and estimated cost metadata for this MCP tool call.

No examples provided.

deltasignal_coinbase_perp_market_spectra ~253

Use this read-only tool to retrieve the market SPECTRA field map for one Coinbase INTX perp product. It converts persisted market-factor history into field pressure, stored energy, compression, release, and current_read labels while preserving the underlying numeric factor evidence. Parameters: product is required; optional source_date or source_date_from/source_date_to, limit, and offset. Behavior: read-only and idempotent with no destructive side effects; it does not create factors, reconstruct missing depth, or override the underlying factor rows.

NameTypeReqDescription
limitintegerMaximum factor-history points to include before SPECTRA assembly. Defaults to 25 and is capped at 100 through MCP.
offsetintegerPagination offset over the factor-history points used for the field map.
productstringyesRequired Coinbase INTX product_id or contract_symbol, for example AI-PERP-INTX.
source_datestringOptional exact source date in YYYY-MM-DD format.
source_date_fromstringOptional inclusive source-date lower bound in YYYY-MM-DD format.
source_date_tostringOptional inclusive source-date upper bound in YYYY-MM-DD format.
NameTypeReqDescription
dataobjectyesCoinbase INTX perp market SPECTRA field map derived from persisted factor history.
mcp_summarystringyesConcise high-signal summary of the tool response. Maximum 140 characters.
provenanceobjectyesTraceability information for the MCP tool response.
suggested_follow_upsarrayyesConcrete next MCP calls an agent can run to continue the workflow.
usage_metadataobjectPerformance and estimated cost metadata for this MCP tool call.

No examples provided.

deltasignal_coinbase_perp_rankings ~268

Use this read-only tool to rank Coinbase INTX perp products by the latest persisted market_alpha row per product within the requested scope. It returns one latest factor row per product, ordered into a board with rank, percentile, ranking_score, ranking_band, and preserved factor provenance. Parameters: optional product or underlying_ticker filters, source_date or source_date_from/source_date_to, mode=compact|full, limit, and offset. Behavior: read-only and idempotent with no destructive side effects; it performs no live exchange fetches, order placement, or settlement flows.

NameTypeReqDescription
limitintegerMaximum ranked products to return. Defaults to 25 and is capped at 100 through MCP.
modestringOptional response mode: compact or full.
offsetintegerPagination offset over ranked products.
productstringOptional Coinbase INTX product_id or contract_symbol filter.
source_datestringOptional exact source date in YYYY-MM-DD format.
source_date_fromstringOptional inclusive source-date lower bound in YYYY-MM-DD format.
source_date_tostringOptional inclusive source-date upper bound in YYYY-MM-DD format.
underlying_tickerstringOptional underlying ticker filter.
NameTypeReqDescription
dataobjectyesCoinbase INTX perp rankings built from the latest persisted factor row per product within scope.
mcp_summarystringyesConcise high-signal summary of the tool response. Maximum 140 characters.
provenanceobjectyesTraceability information for the MCP tool response.
suggested_follow_upsarrayyesConcrete next MCP calls an agent can run to continue the workflow.
usage_metadataobjectPerformance and estimated cost metadata for this MCP tool call.

No examples provided.

deltasignal_company_fundamentals ~278

Use this read-only tool to retrieve SEC XBRL-backed fundamentals for one crypto public company ticker. It returns filing period, entity identifiers, filing form, core financial values, provenance, and optional segment or related-party containers when requested. Parameters: ticker is required; period is optional YYYY-MM-DD; include_segments and include_related_party request additional containers when available and otherwise return availability metadata. Behavior: read-only and idempotent; it performs one HTTPS read, has no destructive side effects, and does not modify SEC data, accounts, files, or wallets. Use it when the user asks for revenue, net income, assets, cash, liabilities, equity, SEC filing context, or fact provenance; use alpha_signals or covenant_stress for modeled signal interpretation.

NameTypeReqDescription
include_related_partybooleanRequest related-party transaction container when available. Current runtime returns availability metadata even when related-party facts are not populated.
include_segmentsbooleanRequest segment fact container when available. Current runtime returns availability metadata even when segment facts are not populated.
periodstringOptional YYYY-MM-DD reporting period. Omit for the latest available filing period.
tickerstringyesRequired crypto public company ticker. Examples: COIN, MSTR, MARA, RIOT, HUT, CLSK.
NameTypeReqDescription
dataobjectyesSEC XBRL-backed fundamentals for one crypto public company ticker.
mcp_summarystringyesConcise high-signal summary of the tool response. Maximum 140 characters.
provenanceobjectyesTraceability information for the MCP tool response.
suggested_follow_upsarrayyesConcrete next MCP calls an agent can run to continue the workflow.
usage_metadataobjectPerformance and estimated cost metadata for this MCP tool call.

No examples provided.

deltasignal_company_report ~349

Use this read-only composite workflow tool for the default full single-issuer DeltaSignal ATLAS-7 company report add-on. It server-enforces the complete company report call plan: readiness, company_fundamentals, alpha_signals, peer_ranking, covenant_stress, and SPECTRA field-map support for one normalized ticker. Parameters: ticker is required and normalized to uppercase; period, include_segments, include_related_party, and output_mode=compact are optional. SPECTRA is included when a field-map contract is available for the issuer. Behavior: read-only and idempotent; it performs six internal HTTPS reads, has no destructive side effects, rejects invalid tickers before fan-out, and preserves partial results if a required issuer leg fails. Use it when the user asks for a report, deep dive, issuer brief, or diligence package on one crypto public-company ticker, or when a Morning Brief top-stressed or alpha-screen row needs a separately sold explanation report; use low-level tools only for custom drilldowns.

NameTypeReqDescription
include_related_partybooleanRequest related-party containers from company_fundamentals when available.
include_segmentsbooleanRequest segment containers from company_fundamentals when available.
output_modestringOptional response mode. Only compact is accepted in Phase 1.
periodstringOptional YYYY-MM-DD reporting period to pass to fundamentals, peer ranking, and covenant stress when reproducing a known filing date.
tickerstringyesRequired crypto public company ticker. The server trims whitespace and normalizes to uppercase before all internal calls. Examples: RIOT, MARA, COIN, MSTR.
NameTypeReqDescription
dataobjectyesServer-enforced DeltaSignal company report composite response.
mcp_summarystringyesConcise high-signal summary of the tool response. Maximum 140 characters.
provenanceobjectyesTraceability information for the MCP tool response.
suggested_follow_upsarrayyesConcrete next MCP calls an agent can run to continue the workflow.
usage_metadataobjectPerformance and estimated cost metadata for this MCP tool call.

No examples provided.

deltasignal_compare_article_to_filing_evidence ~496

Use this read-only comparison tool to compare a TF-SUB article node against resolved TF-XBRL filing evidence objects. Parameters: article_tripcode is optional, filing_tripcodes may list one or more TF-XBRL objects, and ticker=HUT with no filing_tripcodes loads the default HUT filing pack. Behavior: idempotent and local for the MVP; it has no destructive side effects, does not mint official SEC identity, does not infer filing evidence from prose, and does not call wallets or x402 settlement. The HUT MVP returns a structured article-readiness packet with filing changes, confirmed thesis points, weakened assumptions, stress points, XBRL drivers, invalidation checks, and next-filing monitors.

NameTypeReqDescription
accession_numberstringSEC accession number when the object is filing-specific.
article_tripcodestringOptional TF-SUB article node TripCode to compare against filing evidence.
cikstringSEC CIK, with or without CIK prefix.
companystringSEC registrant company name.
companyfacts_snapshotstringCompanyFacts snapshot reference when available.
comparison_focusstringOptional comparison focus, such as HUT article readiness or thesis verification.
deltasignal_method_versionstringOptional method version override for deterministic regeneration tests.
filing_datestringSEC filing date.
filing_periodstringNormalized filing period such as 2026-Q1.
filing_tripcodesarrayOptional TF-XBRL filing evidence TripCodes. If omitted for HUT, the default HUT filing pack is used.
filing_typestringSEC form type such as 10-Q or 8-K.
issuerstringIssuer ticker or short symbol. Prefer ticker for public companies.
latest_article_nodestringOptional latest TF-SUB article node linked to this filing evidence object.
primary_filingstringPrimary SEC filing document reference.
report_datestringSEC report date or period end.
research_riverarrayOptional prior TF-SUB article TripCodes linked to this filing object.
tickerstringIssuer ticker. HUT is the seeded MVP ticker.
xbrl_instancestringXBRL instance document reference when available.
NameTypeReqDescription
dataobjectyesArticle-to-filing thesis verification packet backed by TF-XBRL resolver objects.
mcp_summarystringyesConcise high-signal summary of the tool response. Maximum 140 characters.
provenanceobjectyesTraceability information for the MCP tool response.
suggested_follow_upsarrayyesConcrete next MCP calls an agent can run to continue the workflow.
usage_metadataobjectPerformance and estimated cost metadata for this MCP tool call.

No examples provided.

deltasignal_compare_claim_to_evidence ~307

Use this read-only tool to compare a claim to River claim records and evidence refs. Parameters: pass claim_text or query plus river_tripcode or issuer. Behavior: read-only with no destructive side effects; returns confirmed, weakened, unresolved, or new_claim without inventing evidence.

NameTypeReqDescription
article_tripcodestringOptional current TF-SUB article TripCode alias.
claim_hashstringOptional precomputed normalized claim hash.
claim_textstringClaim text to compare against River claims and evidence refs.
current_tripcodestringOptional current TF-SUB article TripCode.
include_unpublishedbooleanWhen true, include draft or unpublished article nodes.
issuerstringOptional issuer ticker.
limitintegerOptional maximum result rows. Defaults to 25.
querystringClaim text to compare when claim_text is absent.
riverstringOptional TF-RIVER TripCode or issuer shorthand.
river_tripcodestringOptional TF-RIVER TripCode.
river_tripcodesarrayOptional known TF-RIVER TripCodes.
seed_tripcodestringOptional seed TF-SUB, TF-XBRL, TF-DS, or TF-RIVER TripCode.
tickerstringOptional ticker alias for issuer.
tripcodestringOptional TF-RIVER TripCode or TF-SUB seed TripCode.
NameTypeReqDescription
dataobjectyesClaim-to-evidence comparison.
mcp_summarystringyesConcise high-signal summary of the tool response. Maximum 140 characters.
provenanceobjectyesTraceability information for the MCP tool response.
suggested_follow_upsarrayyesConcrete next MCP calls an agent can run to continue the workflow.
usage_metadataobjectPerformance and estimated cost metadata for this MCP tool call.

No examples provided.