{"name":"Stratalize","description":"AI-native business intelligence platform","mcp_endpoint":"https://www.stratalize.com/api/mcp","oauth_endpoint":"https://www.stratalize.com/api/mcp/oauth/authorize","tools":[{"name":"get_vendor_market_rate","description":"Returns JSON monthly_median, annual_median, pricing_model, source, data_as_of for CFOs and procurement pricing vendors. Example ~$2,500/mo median fallback if no DB row. Stratalize aggregates plus optional healthcare_vendor_benchmarks match.","inputSchema":{"type":"object","properties":{"vendor_name":{"type":"string","description":"Vendor name to look up"},"industry":{"type":"string","description":"Optional industry filter"},"company_size":{"type":"string","description":"Optional company size segment"}},"required":["vendor_name"]}},{"name":"get_category_spend_benchmark","description":"Returns JSON median_monthly_spend ~$3,500 with p25/p75 and sample_size for finance teams benchmarking a software category by company_size. Industry composite static model — not org-specific spend. Example p25 ~$2,275, p75 ~$4,900. Category vendor spend curve.","inputSchema":{"type":"object","properties":{"category":{"type":"string","description":"Software or service category"},"company_size":{"type":"string"},"industry":{"type":"string"}},"required":["category"]}},{"name":"get_vendor_negotiation_intelligence","description":"Returns JSON typical_discount_pct, negotiation windows, leverage_points, auto_renewal_risk for vendor managers — negotiation_tactics and negotiation_script may be null. Industry composite defaults ~12% discount. Stratalize Market Intelligence template-based playbook.","inputSchema":{"type":"object","properties":{"vendor_name":{"type":"string"}},"required":["vendor_name"]}},{"name":"get_top_vendors_by_category","description":"Returns JSON vendors array with mention_count and median_spend for SaaS buyers researching a category — static public composite cohort, not your org ledger. Example row median_spend ~$8,500. Representative vendor shortlist lookup for IT sourcing.","inputSchema":{"type":"object","properties":{"category":{"type":"string"},"limit":{"type":"number","minimum":1,"maximum":50}},"required":["category"]}},{"name":"get_vendor_contract_intelligence","description":"Returns JSON typical_contract_length, auto_renewal_notice_days, price_escalation_typical_pct, key_risks for procurement counsel reviewing major SaaS contracts. Template defaults ~36-mo term, 60-day notice. Static enterprise contract composite.","inputSchema":{"type":"object","properties":{"vendor_name":{"type":"string"}},"required":["vendor_name"]}},{"name":"get_spend_by_company_size","description":"Returns JSON SMB, Mid-market, Enterprise segments with median_monthly and sample_size for FP&A leaders sizing a vendor — static size-curve model with medians like ~USD 1,200/mo SMB when arrays empty. Org-agnostic spend curve composite.","inputSchema":{"type":"object","properties":{"vendor_name":{"type":"string"}},"required":["vendor_name"]}},{"name":"get_software_pricing_intelligence","description":"Returns JSON common_pricing_model, hidden_cost_patterns, budget_guidance, implementation_cost_typical for CFOs buying CRM, ERP, or hybrid categories. Example CRM API and sandbox overage risks. Static category map — industry composite only.","inputSchema":{"type":"object","properties":{"category":{"type":"string"}},"required":["category"]}},{"name":"get_category_ai_leaders","description":"Returns JSON leaders ranked by mention_count (up to 15) for brand strategists from ai_citation_results or composite fallback like Salesforce 42 mentions. Unprompted AI leader mentions by category query. Category share-of-voice leaderboard.","inputSchema":{"type":"object","properties":{"category":{"type":"string"}},"required":["category"]}},{"name":"get_platform_divergence","description":"Returns JSON platform_agreement_pct, interpretation, platform score breakdown for brand analysts — may default ~0.72 agreement and template platform scores when index rows are absent. AI platform consensus gap diagnostic. Synthetic fallbacks possible.","inputSchema":{"type":"object","properties":{"brand_name":{"type":"string"}},"required":["brand_name"]}},{"name":"get_ai_consensus_on_topic","description":"Returns JSON consensus_score, sentiment_mix, key_themes, platform_breakdown for analysts researching a business topic or vendor from AI citations with narrative fallbacks. Example default themes cost optimization. Multi-platform belief synthesis.","inputSchema":{"type":"object","properties":{"topic":{"type":"string"},"category":{"type":"string"}},"required":["topic"]}},{"name":"get_cms_facility_benchmark","description":"Returns JSON CMS cost report benchmarks for hospital CFOs and ops: IT, labor, supply chain, cost per adjusted patient day by bed_size and state. No login. Example acute facility cost curve vs peers. CMS HCRIS-style facility benchmark pack.","inputSchema":{"type":"object","properties":{"bed_size":{"type":"number"},"state":{"type":"string"},"hospital_type":{"type":"string"}},"required":["bed_size","state"]}},{"name":"get_payer_intelligence","description":"Returns JSON denial-rate style benchmarks, prior-auth burden slices, payer-mix commentary for hospital revenue cycle leaders. Static national composite — not your org remits. Example top-quartile revenue integrity cues. Free payer intelligence pack.","inputSchema":{"type":"object","properties":{"specialty":{"type":"string"},"payer_name":{"type":"string"}}}},{"name":"get_cms_star_rating","description":"Returns JSON CMS Hospital Star methodology notes, domain weights, national distribution benchmarks, improvement checklist for quality leaders. Static CMS-style composite — not live patient-specific data. Free star-rating education pack.","inputSchema":{"type":"object","properties":{"hospital_name":{"type":"string"},"current_star_rating":{"type":"number","minimum":1,"maximum":5},"state":{"type":"string"}}}},{"name":"get_travel_nurse_benchmark","description":"Returns JSON bill-rate medians and bands by travel specialty and state for healthcare workforce leaders. Example ICU ~95 USD/hr, ER ~92 USD/hr, OR ~100 USD/hr medians from BLS plus SIA-style composites. Free staffing rate benchmark.","inputSchema":{"type":"object","properties":{"specialty":{"type":"string"},"state":{"type":"string"}},"required":["specialty","state"]}},{"name":"get_macro_market_signal","description":"Returns JSON Fed funds, Treasury yields, CPI or PCE blocks, employment hooks for macro analysts when FRED_API_KEY is set; otherwise empty snapshot fields per handler. Live FRED feed dependency. Rates and inflation panel.","inputSchema":{"type":"object","properties":{"signal_type":{"type":"string"}}}},{"name":"get_pe_portfolio_benchmark","description":"Returns JSON median_software_spend_per_company ~$480k, typical_categories, 18% savings_opportunity_pct for PE operating partners — static Stratalize PE Intelligence 2024 composite, not portco ERP. Portfolio software TCO benchmark.","inputSchema":{"type":"object","properties":{"company_count":{"type":"number"},"sector":{"type":"string"}}}},{"name":"get_saas_negotiation_playbook","description":"Returns JSON timing, leverage_points, walk_away_alternatives, negotiation_script, pro_tips for SaaS procurement and legal ops renewing any vendor. Example Q4 fiscal quarter leverage. Tier-1 Stratalize playbook module with optional ACV context.","inputSchema":{"type":"object","properties":{"vendor_name":{"type":"string","description":"Vendor name (e.g. Slack, Zoom, Salesforce)"}},"required":["vendor_name"]}},{"name":"get_industry_spend_profile","description":"Returns JSON industry spend bands, category ranges, and outlier flags by employee_count for CFOs sizing SaaS and ops stacks. Example healthcare vs manufacturing tier curves from Stratalize tier-1 public composite. Workforce-scaled vendor benchmark.","inputSchema":{"type":"object","properties":{"industry":{"type":"string"},"employee_count":{"type":"number"}},"required":["industry"]}},{"name":"get_vendor_alternatives","description":"Returns JSON alternative vendors with migration complexity and savings narrative for procurement leaders evaluating a switch. Example Salesforce cohort may cite HubSpot or Pipedrive with ~22% composite savings claims. Vendor rip-and-replace research.","inputSchema":{"type":"object","properties":{"vendor_name":{"type":"string"},"reason":{"type":"string","description":"Reason for switching: cost, features, support"}},"required":["vendor_name"]}},{"name":"get_employer_h1b_wages","description":"Returns JSON prevailing wage stats, certified job titles, state mix for HR analytics and talent strategy teams querying DOL LCA filings by employer_name. Example large tech employer distribution. H-1B compensation intelligence.","inputSchema":{"type":"object","properties":{"employer_name":{"type":"string"}},"required":["employer_name"]}},{"name":"get_hospital_care_compare_quality","description":"Returns JSON CMS Hospital Compare quality scores for clinical ops leaders: safety, readmissions, patient experience, star rating by hospital_name from synced public data. Example mortality and HCAHPS-linked fields when present. Quality transparency.","inputSchema":{"type":"object","properties":{"hospital_name":{"type":"string"}},"required":["hospital_name"]}},{"name":"get_bank_financial_intelligence","description":"Returns JSON assets, deposits, capital ratios, loan quality versus peers for bank credit analysts querying FDIC-sourced intel by bank_name. Example $200B assets institution peer band context. Bank balance-sheet benchmark.","inputSchema":{"type":"object","properties":{"bank_name":{"type":"string"}},"required":["bank_name"]}},{"name":"get_salary_benchmark","description":"Returns JSON p25, p50, p75 wage estimates with state and industry adjustments for comp teams by job_title using BLS OES latest release. Covers fifty-plus role families from software to sales. Employer salary benchmark.","inputSchema":{"type":"object","properties":{"job_title":{"type":"string"},"state":{"type":"string","description":"Two-letter state code"},"industry":{"type":"string"}},"required":["job_title"]}},{"name":"get_saas_metrics_benchmark","description":"Returns JSON Rule of 40, burn multiple, CAC payback, NRR, gross margin, ARR growth targets by arr_usd band for SaaS CFOs and investors. Static Stratalize benchmark tables — not your GAAP financials. SaaS KPI health check.","inputSchema":{"type":"object","properties":{"arr_usd":{"type":"number","description":"Annual recurring revenue in USD"}},"required":["arr_usd"]}},{"name":"get_cac_benchmark","description":"Returns JSON CAC payback ranges, LTV to CAC ratio guardrails, channel efficiency notes by industry and gtm_motion for SaaS CMOs and CFOs with optional avg_contract_value_usd. Static Stratalize go-to-market benchmark.","inputSchema":{"type":"object","properties":{"industry":{"type":"string"},"gtm_motion":{"type":"string","description":"sales_led, product_led, or channel"},"ltv_usd":{"type":"number","description":"Optional: LTV for LTV:CAC ratio calc"}},"required":["industry"]}},{"name":"get_pharmacy_spend_benchmark","description":"Returns JSON drug cost per adjusted patient day vs CMS-style peer cohort, 340B savings lens, specialty drivers, GPO targets for pharmacy directors. Static national composite — not your ERP pharmacy feed. Bed-size aware pharmacy benchmark.","inputSchema":{"type":"object","properties":{"annual_pharmacy_spend":{"type":"number"},"bed_size":{"type":"number"},"annual_patient_days":{"type":"number"},"state":{"type":"string"},"enrolled_340b":{"type":"boolean"}}}},{"name":"get_billing_coding_risk","description":"Returns JSON E/M mix benchmarks, upcoding risk heuristics, OIG priority audit themes, RAC watchlist, checklist for HIM and compliance leads. Static composite model — not claim-level coding. Revenue integrity risk screen.","inputSchema":{"type":"object","properties":{"specialty":{"type":"string"},"level_4_5_percentage":{"type":"number","description":"Percentage of E/M claims at level 4 or 5"},"annual_claim_volume":{"type":"number"}}}},{"name":"get_value_based_care_performance","description":"Returns JSON MSSP ACO savings curves, BPCI episode cost comps, MIPS quality signals, VBC readiness framing for population health executives. Static Stratalize model — not payer contracts. FFS-to-VBC transition risk snapshot.","inputSchema":{"type":"object","properties":{"program_type":{"type":"string","enum":["mssp","bpci","mips","apm","direct_contracting"]},"current_vbc_revenue_pct":{"type":"number","description":"Percentage of revenue from value-based contracts"},"specialty":{"type":"string"},"bed_size":{"type":"number"}}}},{"name":"get_ehr_cost_per_bed","description":"Returns JSON benchmark_cost_per_bed_median, optional gap_vs_benchmark when you pass bed_count and annual_cost for health IT finance. Example Epic ~$4,500/bed median (KLAS 2024 / Kaufman Hall EHR TCO). EHR maintenance benchmark.","inputSchema":{"type":"object","properties":{"vendor_name":{"type":"string"},"bed_count":{"type":"number"},"annual_cost":{"type":"number"}},"required":["vendor_name"]}},{"name":"get_healthcare_vendor_market_rate","description":"Returns JSON structured market-rate payload for supply chain and IT sourcing any healthcare vendor category — EHR, staffing, food, waste, med-surg. Example maintenance $/bed style hints embedded. CMS plus Stratalize industry composite.","inputSchema":{"type":"object","properties":{"vendor_name":{"type":"string"},"category":{"type":"string"}},"required":["vendor_name"]}},{"name":"get_staffing_agency_markup_benchmark","description":"Returns JSON median_markup_pct with low/high band for workforce leaders pricing agency spreads. Example AMN ~40%, Cross Country ~37%, Aya ~38% from static SIA 2024-style table plus ICU/OR adjustments. Travel nurse agency markup curve.","inputSchema":{"type":"object","properties":{"agency_name":{"type":"string"},"specialty":{"type":"string"}}}},{"name":"get_gpo_contract_benchmark","description":"Returns JSON typical_gpo_savings_pct ~18%, leakage ~22%, risk threshold 30%, top categories for materials managers benchmarking group purchasing. Static HFMA plus CMS-style composite — not your invoices. Acute care GPO savings model.","inputSchema":{"type":"object","properties":{"category":{"type":"string"}}}},{"name":"get_physician_comp_benchmark","description":"Returns JSON BLS OES 2024-linked wage bench by mapped physician role and state for comp committees. Example median with requested_specialty echo and Illinois default when state short. Clinician salary benchmark.","inputSchema":{"type":"object","properties":{"specialty":{"type":"string"},"state":{"type":"string"}},"required":["specialty"]}},{"name":"get_hospital_supply_chain_benchmark","description":"Returns JSON supply cost percent of operating expense p25/p50/p75 for hospital CFOs by bed_size and state from CMS HCRIS resolver with ~17% median fallback. Supply spend percentile band versus peers.","inputSchema":{"type":"object","properties":{"bed_size":{"type":"number"},"state":{"type":"string"}},"required":["bed_size"]}},{"name":"get_asc_cost_benchmark","description":"Returns JSON cost_per_case_median plus revenue-mix percentages for ASC administrators by specialty from static ASCA plus CMS 2024 table. Example orthopedics ~$4,200 per case composite. Outpatient surgery cost model.","inputSchema":{"type":"object","properties":{"specialty":{"type":"string"},"state":{"type":"string"}}}},{"name":"get_healthcare_category_intelligence","description":"Returns JSON top_recommended_vendors, ai_consensus blurb, sample_size for health IT strategists from AI citations or Epic and Meditech-style defaults. Healthcare vendor narrative scan. Category recommendation audit.","inputSchema":{"type":"object","properties":{"category":{"type":"string"}},"required":["category"]}},{"name":"get_market_intelligence_brief","description":"Returns JSON market_summary string, up to six key_themes, sentiment_skew counts for strategy consultants researching an industry from ai_citation_results. Example default themes consolidation or AI copilots when sparse. AI industry brief.","inputSchema":{"type":"object","properties":{"industry":{"type":"string"},"topic":{"type":"string"}},"required":["industry"]}},{"name":"get_industry_spend_benchmark","description":"Returns JSON median_total_spend_monthly about USD 18.5k/mo and canned category_breakdown for CFOs — static Stratalize industry composite, not transactional GL data. Example productivity suite and CRM medians. Software stack spend curve.","inputSchema":{"type":"object","properties":{"industry":{"type":"string"},"company_size":{"type":"string"}},"required":["industry"]}},{"name":"get_category_disruption_signal","description":"Returns JSON disruption_risk_score 0 to 1 plus evidence strings for product strategists using citation-volume heuristics. Example default ~0.55 when sparse. Static AI disruption radar — not equity research.","inputSchema":{"type":"object","properties":{"category":{"type":"string"}},"required":["category"]}},{"name":"get_competitive_displacement_signal","description":"Returns JSON top_replacing_vendors with mention counts and evidence_snippets for competitive intel teams tracking rip-and-replace of target_vendor. May fall back to Microsoft or Google style rows. Switching narrative signal.","inputSchema":{"type":"object","properties":{"vendor_name":{"type":"string"}},"required":["vendor_name"]}},{"name":"get_vendor_risk_signal","description":"Returns JSON risk_score 0 to 1, risk_indicators list, negative_sample_size for procurement risk leads from negative AI citations with synthetic sizing when empty. Vendor stability heuristics. Procurement risk screen.","inputSchema":{"type":"object","properties":{"vendor_name":{"type":"string"}},"required":["vendor_name"]}},{"name":"get_market_structure_signal","description":"Returns JSON market_structure consolidating or fragmenting plus evidence for strategy leads from citation keyword heuristics. Rule uses row count threshold — industry composite narrative. Category concentration signal.","inputSchema":{"type":"object","properties":{"category":{"type":"string"}},"required":["category"]}},{"name":"get_sector_ai_intelligence","description":"Returns JSON sector_trend blurb, top_brands list, themed bullets for equity sector analysts from ai_citation_results or Apple Microsoft Google defaults. Sector mention share snapshot. Equity research AI signal.","inputSchema":{"type":"object","properties":{"sector":{"type":"string"}},"required":["sector"]}},{"name":"get_fomc_rate_probability","description":"Returns JSON illustrative cut, hike, hold probabilities for next three meetings for macro educators — conditioned on latest FRED fed funds print in note, explicitly not futures-implied market odds. Scenario planning narrative only.","inputSchema":{"type":"object","properties":{}}},{"name":"get_yield_curve_data","description":"Returns JSON 2Y, 5Y, 10Y, 30Y yields, 10s2s spread, curve_shape for treasury strategists when FRED_API_KEY is configured; else null fields per snapshot. Live Treasury curve dependency. Rate level snapshot.","inputSchema":{"type":"object","properties":{}}},{"name":"get_saas_market_intelligence","description":"Returns JSON saas_market_dynamics with growth_signal, leaders, disruption_risk blurb for SaaS investors merging ai_citation_results and brand index tables with Salesforce style fallbacks. Category SaaS momentum read.","inputSchema":{"type":"object","properties":{"category":{"type":"string"}},"required":["category"]}},{"name":"get_investment_category_signal","description":"Returns JSON growth_signal stable or growth, top_brands, evidence lines for growth investors using citation heuristics and Snowflake style defaults when empty. VC software category heat check. Ten-platform style narrative.","inputSchema":{"type":"object","properties":{"category":{"type":"string"}},"required":["category"]}},{"name":"get_portfolio_vendor_intelligence","description":"Returns JSON vendor_market_rate block using default medians when unspecified, brand index snapshot or accumulating note, competitive_displacement tallies for PE value creation leads. Composite diligence — not portco-specific spend.","inputSchema":{"type":"object","properties":{"vendor_name":{"type":"string"}},"required":["vendor_name"]}},{"name":"get_company_salary_disclosure","description":"Returns DOL LCA and H-1B wage disclosure aggregates JSON for comp analysts filtering company_name plus optional job_title, state, fiscal_year. Synced public filing rollups. Employer-sponsored wage transparency lookup.","inputSchema":{"type":"object","properties":{"company_name":{"type":"string"},"job_title":{"type":"string"},"state":{"type":"string"},"fiscal_year":{"type":"number"}},"required":["company_name"]}},{"name":"get_federal_contract_intelligence","description":"Returns USASpending-synced obligation rollups JSON for government affairs teams by vendor_name with optional agency_name, naics_code, fiscal_year. Federal vendor spend intelligence. Contract obligation lookup.","inputSchema":{"type":"object","properties":{"vendor_name":{"type":"string"},"agency_name":{"type":"string"},"naics_code":{"type":"string"},"fiscal_year":{"type":"number"},"state":{"type":"string","description":"Two-letter state code for place of performance (e.g. PA, IL)."}},"required":["vendor_name"]}},{"name":"get_workplace_safety_benchmark","description":"Workplace safety benchmarks from OSHA TRIR and DART rate data by establishment name, NAICS code, and state. Returns total recordable incident rate, days away from work rate, industry peer medians, and severity percentile ranking. Supports safety program assessment, carrier underwriting, and OSHA 300A regulatory examination readiness. Sources: BLS Survey of Occupational Injuries and Illnesses, OSHA 300A annual summaries.","inputSchema":{"type":"object","properties":{"company_or_industry":{"type":"string"},"naics_code":{"type":"string"},"state":{"type":"string"}},"required":["company_or_industry"]}},{"name":"get_cfpb_complaint_intelligence","description":"Returns CFPB consumer complaint rollup JSON for risk teams by company_name with optional product filter. Synced complaint volume and issue themes — not legal advice. Consumer finance complaint surveillance.","inputSchema":{"type":"object","properties":{"company_name":{"type":"string"},"product":{"type":"string"}},"required":["company_name"]}},{"name":"get_provider_market_intelligence","description":"Returns NPI registry density and market-structure JSON for healthcare strategists by specialty and state with optional city. Synced provider counts — not patient access guarantee. Physician supply heatmap.","inputSchema":{"type":"object","properties":{"specialty":{"type":"string"},"state":{"type":"string"},"city":{"type":"string"}},"required":["specialty","state"]}},{"name":"get_public_company_financials","description":"Returns SEC EDGAR-cached statement snippets and KPI JSON for public equities analysts by company_name. US-listed fundamentals — stale cache possible. Public company financial lookup.","inputSchema":{"type":"object","properties":{"company_name":{"type":"string"}},"required":["company_name"]}},{"name":"get_cms_open_payments_profile","description":"Returns CMS Open Payments aggregate JSON for compliance teams filtering recipient_name, optional program_year, manufacturer_name. Sunshine Act payment rollups — not individual attestations. Physician payment transparency.","inputSchema":{"type":"object","properties":{"recipient_name":{"type":"string"},"program_year":{"type":"number"},"manufacturer_name":{"type":"string"}},"required":["recipient_name"]}},{"name":"get_uspto_patent_intelligence","description":"Returns USPTO patent count and filing rollup JSON for IP strategists by assignee_name with optional patent_year. Assignee portfolio intelligence — not claim-level prosecution status. Patent landscape snapshot.","inputSchema":{"type":"object","properties":{"assignee_name":{"type":"string"},"patent_year":{"type":"number"}},"required":["assignee_name"]}},{"name":"get_github_ecosystem_intelligence","description":"Returns live GitHub organization and repository stats JSON for developer relations teams via public API — subject to rate limits. org_or_company footprint query. Open-source ecosystem snapshot.","inputSchema":{"type":"object","properties":{"org_or_company":{"type":"string"}},"required":["org_or_company"]},"rate_limit_note":"Unauthenticated GitHub API — 60 requests/hr. Requires exact org slug (e.g. 'microsoft'), not display name."},{"name":"get_imf_weo_macro_snapshot","description":"Returns IMF World Economic Outlook-style static macro composites JSON for economists — curated tables, not live IMF API pulls or country desks. Global GDP and inflation reference snapshot. Academic macro briefing card.","inputSchema":{"type":"object","properties":{}}},{"name":"get_eia_energy_public_snapshot","description":"Returns EIA spot-price style JSON for commodity strategists when server EIA API key is configured; otherwise requires_configuration with null prices. Not realtime exchange prints. Energy price strip dependency.","inputSchema":{"type":"object","properties":{}}},{"name":"get_brand_momentum","description":"Brand Momentum benchmark output with normalized metrics, trend context, and comparable reference fields. Source: Stratalize composite market intelligence. Updated weekly. Cryptographically attested response for provenance assurance. Use for vendor strategy, category scouting, and procurement benchmarking.","inputSchema":{"type":"object","properties":{"brand_name":{"type":"string","description":"Brand name to look up"}},"required":["brand_name"]}},{"name":"get_asset_sbii_score","description":"Asset Sbii Score benchmark output with normalized metrics, trend context, and comparable reference fields. Source: Stratalize composite market intelligence. Updated weekly. Cryptographically attested response for provenance assurance. Use for vendor strategy, category scouting, and procurement benchmarking.","inputSchema":{"type":"object","properties":{"asset_class":{"type":"string","description":"Asset class label to match citations"}},"required":["asset_class"]}},{"name":"get_working_capital_benchmark","description":"Working capital benchmarks — DSO, DPO, DIO, and cash conversion cycle (CCC) by industry and company size. Source: Hackett Group annual survey and BLS composite. CFO and treasury benchmark for lender covenant prep and cash flow optimization.","inputSchema":{"type":"object","properties":{"industry":{"type":"string","enum":["saas","healthcare","legal","manufacturing","retail","financial_services"]},"company_size":{"type":"string","enum":["small","mid_market","large_enterprise"]}},"required":["industry"]}},{"name":"get_wacc_benchmark","description":"WACC benchmarks by sector and market cap tier from Damodaran annual dataset — used for DCF valuation, M&A pricing, board approval, and capital allocation. The most cited public finance benchmark. Updated January annually.","inputSchema":{"type":"object","properties":{"sector":{"type":"string","enum":["technology","healthcare","financial_services","consumer_staples","energy","industrials","real_estate","utilities","materials","telecom"]},"market_cap_tier":{"type":"string","enum":["micro","small","mid","large","mega"]}},"required":["sector"]}},{"name":"get_public_market_multiples","description":"Public market valuation multiples — EV/EBITDA, EV/Revenue, P/E, and P/S by sector with p25/p50/p75 bands. Source: Damodaran January 2024 dataset. Used for board prep, M&A pricing, fundraising benchmarks, and DCF sanity checks. Free.","inputSchema":{"type":"object","properties":{"sector":{"type":"string","enum":["technology","healthcare","financial_services","consumer_staples","energy","industrials","real_estate","utilities","materials","telecom"]},"context":{"type":"string","enum":["acquisition","ipo","fundraising","board_prep","general"]}},"required":["sector"]}},{"name":"get_ma_multiples_benchmark","description":"M&A transaction multiples — acquisition EV/EBITDA, EV/Revenue, and control premiums by industry and deal size. Source: Damodaran transaction dataset and public deal aggregates. Used by corp dev, PE deal teams, M&A advisors, and CFOs preparing fairness opinions.","inputSchema":{"type":"object","properties":{"industry":{"type":"string","enum":["technology","healthcare","financial_services","manufacturing","retail","energy","consumer_staples","industrials","real_estate","materials","telecom","legal_services"]},"deal_size_tier":{"type":"string","enum":["under_50m","50m_250m","250m_1b","over_1b"]}},"required":["industry"]}},{"name":"get_corporate_debt_benchmark","description":"Corporate leverage and debt benchmarks — Net Debt/EBITDA, interest coverage, and debt maturity profiles by credit rating tier and industry. Source: S&P Capital IQ public aggregates and Damodaran. Used by CFOs and treasurers for refinancing, covenant setting, and credit rating management.","inputSchema":{"type":"object","properties":{"industry":{"type":"string"},"credit_rating_tier":{"type":"string","enum":["investment_grade","bb","b","ccc_and_below","unrated"]}},"required":["industry"]}},{"name":"get_audit_fee_benchmark","description":"Audit fee benchmarks — total fees and fees as a percentage of revenue by company revenue band and auditor tier (Big 4 vs. national vs. regional). Source: Audit Analytics public aggregate data. Used by CFOs and audit committees in auditor RFPs and fee negotiations.","inputSchema":{"type":"object","properties":{"annual_revenue_usd":{"type":"number"},"auditor_tier":{"type":"string","enum":["big4","national","regional"]},"industry":{"type":"string"}},"required":["annual_revenue_usd"]}},{"name":"get_pe_return_benchmark","description":"Private equity and venture return benchmarks — IRR, TVPI, DPI by vintage year and strategy (buyout, growth equity, venture). Source: Cambridge Associates public benchmark summaries. Used by PE GPs, LPs, and fund CFOs for performance reporting and fundraising.","inputSchema":{"type":"object","properties":{"strategy":{"type":"string","enum":["buyout","growth_equity","venture_capital","real_estate_pe","credit"]},"vintage_year":{"type":"number"}},"required":["strategy"]}},{"name":"get_venture_benchmark","description":"Venture capital round benchmarks — pre-money valuation, round size, dilution, and option pool standards by stage and sector. Source: Carta State of Private Markets quarterly. Used by founders, VC CFOs, and early-stage investors for round pricing and cap table modeling.","inputSchema":{"type":"object","properties":{"stage":{"type":"string","enum":["pre_seed","seed","series_a","series_b","series_c"]},"sector":{"type":"string","enum":["saas","fintech","healthcare_tech","consumer","deep_tech","marketplace"]}},"required":["stage"]}},{"name":"get_bank_regulatory_benchmark","description":"Bank regulatory capital and financial performance benchmarks — CET1, Tier 1 leverage, NIM, efficiency ratio, charge-off rates, and loan-to-deposit ratio by asset size tier. Source: FDIC call report public aggregates. For bank CFOs, risk officers, and bank analysts.","inputSchema":{"type":"object","properties":{"asset_size_tier":{"type":"string","enum":["community_under_1b","regional_1b_10b","large_regional_10b_100b","money_center_over_100b"]},"bank_type":{"type":"string","enum":["commercial","savings","cooperative"]}},"required":["asset_size_tier"]}},{"name":"get_aml_regulatory_benchmark","description":"Aml Regulatory Benchmark benchmark output with normalized metrics, trend context, and comparable reference fields. Source: Public economic and regulatory datasets. Updated on source release cadence. Cryptographically attested response for provenance assurance. Use for market intelligence, baseline comparison, and planning support.","inputSchema":{"type":"object","properties":{"institution_type":{"type":"string","enum":["bank","crypto_exchange","money_services","all"]},"focus":{"type":"string","enum":["enforcement","sar_filing","ofac","all"]}}}},{"name":"get_climate_risk_benchmark","description":"Climate Risk Benchmark benchmark output with normalized metrics, trend context, and comparable reference fields. Source: Public economic and regulatory datasets. Updated on source release cadence. Cryptographically attested response for provenance assurance. Use for market intelligence, baseline comparison, and planning support.","inputSchema":{"type":"object","properties":{"property_type":{"type":"string","enum":["commercial","residential","industrial","all"]},"risk_type":{"type":"string","enum":["physical","transition","all"]},"region":{"type":"string","enum":["southeast","northeast","midwest","southwest","west","national"]}}}},{"name":"get_esg_benchmark","description":"Esg Benchmark benchmark output with normalized metrics, trend context, and comparable reference fields. Source: Public economic and regulatory datasets. Updated on source release cadence. Cryptographically attested response for provenance assurance. Use for market intelligence, baseline comparison, and planning support.","inputSchema":{"type":"object","properties":{"sector":{"type":"string","enum":["technology","energy","financial_services","healthcare","manufacturing","all"]},"focus":{"type":"string","enum":["carbon","social","governance","all"]}}}},{"name":"get_insurance_benchmark","description":"Insurance financial performance benchmarks — combined ratio, loss ratio, expense ratio, and reserve adequacy by line of business. Source: NAIC annual statistical report. For insurance CFOs, actuaries, and analysts reviewing underwriting performance.","inputSchema":{"type":"object","properties":{"line_of_business":{"type":"string","enum":["property_casualty","commercial_liability","workers_comp","auto","homeowners","life","health","specialty"]},"company_size":{"type":"string","enum":["small","mid_size","large"]}},"required":["line_of_business"]}},{"name":"get_cap_rate_benchmark","description":"Commercial real estate cap rate benchmarks by asset class, market tier, and geography. Source: CBRE and JLL quarterly cap rate surveys. Used by CRE acquisition teams, asset managers, and real estate CFOs for property pricing and portfolio valuation.","inputSchema":{"type":"object","properties":{"asset_class":{"type":"string","enum":["multifamily","industrial","office","retail_strip","retail_mall","hospitality","self_storage","senior_housing"]},"market_tier":{"type":"string","enum":["gateway","secondary","tertiary"]},"region":{"type":"string","enum":["northeast","southeast","midwest","southwest","west"]}},"required":["asset_class"]}},{"name":"get_cre_debt_benchmark","description":"Commercial real estate debt benchmarks — DSCR minimums, LTV maximums, and spread ranges by property type and lender type (bank, agency, CMBS, life company). Source: MBA CREF databook and Trepp public data. For CRE CFOs and capital markets teams structuring financings.","inputSchema":{"type":"object","properties":{"property_type":{"type":"string","enum":["multifamily","industrial","office","retail_strip","retail_mall","hospitality","self_storage","senior_housing"]},"lender_type":{"type":"string","enum":["bank","agency_fannie_freddie","cmbs","life_company","debt_fund","bridge"]}},"required":["property_type"]}},{"name":"get_credit_union_benchmark","description":"Credit union financial performance benchmarks — capital ratios, net interest margin, loan growth, and delinquency rates by asset size. Source: NCUA quarterly call report public data. For credit union CFOs preparing for NCUA exams and board reporting.","inputSchema":{"type":"object","properties":{"asset_size_tier":{"type":"string","enum":["under_100m","100m_500m","500m_1b","over_1b"]},"charter_type":{"type":"string","enum":["federal","state"]}},"required":["asset_size_tier"]}},{"name":"get_earnings_quality_benchmark","description":"Earnings quality and financial statement risk benchmarks — accruals ratio, cash conversion, and revenue recognition risk by sector. Source: SEC EDGAR aggregate + Sloan accruals model (academic standard). For CFOs, auditors, and analysts assessing financial reporting risk before M&A or investment.","inputSchema":{"type":"object","properties":{"sector":{"type":"string","enum":["technology","healthcare","financial_services","consumer_staples","energy","industrials","real_estate","utilities","materials","telecom"]},"revenue_recognition_model":{"type":"string","enum":["subscription","project_based","product_sales","financial_services","mixed"]}},"required":["sector"]}},{"name":"get_fx_rate_benchmark","description":"Live major currency pair benchmarks — USD/EUR, USD/JPY, USD/GBP, USD/CNY, USD/CAD, USD/MXN, DXY broad TWI, carry trade spread, and weekly/monthly/YTD rate change. Source: FRED. Updated daily. | x402 SLA: $0.10 USDC per call. Returns HTTP 503 (no charge) when upstream data sources unavailable. data_source field discloses provenance (fred_api/fred_csv/fred_mixed).","inputSchema":{"type":"object","properties":{"base_currency":{"type":"string","enum":["USD","EUR","GBP"]}}}},{"name":"get_credit_spread_benchmark","description":"Live investment grade and high yield credit spread benchmarks from FRED ICE BofA indices — OAS by rating tier, TED spread, 2s10s Treasury spread, and distress signal. Updates daily. For credit analysts and fixed income PMs. | x402 SLA: $0.10 USDC per call. Returns HTTP 503 (no charge) when upstream data sources unavailable. data_source field discloses provenance (fred_api/fred_csv/fred_mixed).","inputSchema":{"type":"object","properties":{"rating_tier":{"type":"string","enum":["all","ig","hy","bbb"]}}}},{"name":"get_commodity_benchmark","description":"Live commodity price benchmarks — WTI crude, natural gas, gold, copper, wheat, soybeans. Weekly and monthly price changes, inflation pressure signal. Source: FRED. Updated daily. For traders and macro analysts. | x402 SLA: $0.10 USDC per call. Returns HTTP 503 (no charge) when upstream data sources unavailable. data_source field discloses provenance (fred_api/fred_csv/fred_mixed).","inputSchema":{"type":"object","properties":{"category":{"type":"string","enum":["energy","metals","agriculture","all"]}}}},{"name":"get_yield_curve_benchmark","description":"Live US Treasury yield curve — 1M through 30Y yields with daily and weekly basis point changes, 2s10s and 2s30s spreads, inversion signal, SOFR, and curve shape classification. Source: FRED. | x402 SLA: $0.10 USDC per call. Returns HTTP 503 (no charge) when upstream data sources unavailable. data_source field discloses provenance (fred_api/fred_csv/fred_mixed).","inputSchema":{"type":"object","properties":{"tenor":{"type":"string","enum":["2y","10y","30y","all"]}}}},{"name":"get_gas_benchmark","description":"Live gas price benchmarks for Ethereum, Base, and Solana. Returns Gwei, USD cost per transfer type, congestion category, and x402 agent economy context. Base vs ETH savings comparison. Source: public chain RPCs. Zero API key required. | x402 SLA: $0.10 USDC per call. Returns HTTP 503 (no charge) when upstream data sources unavailable. data_source field discloses provenance (fred_api/fred_csv/fred_mixed).","inputSchema":{"type":"object","properties":{"chain":{"type":"string","enum":["ethereum","base","solana","all"]}}}},{"name":"get_labor_market_benchmark","description":"Live labor market benchmarks from FRED — unemployment, U-6 underemployment, JOLTS job openings, quit rate, labor participation, weekly claims, wage growth. Tight/balanced/loosening signal for macro agents and portfolio managers. | x402 SLA: $0.10 USDC per call. Returns HTTP 503 (no charge) when upstream data sources unavailable. data_source field discloses provenance (fred_api/fred_csv/fred_mixed).","inputSchema":{"type":"object","properties":{"focus":{"type":"string","enum":["employment","wages","openings","all"]}}}},{"name":"get_inflation_benchmark","description":"Live inflation benchmarks from FRED — CPI, core CPI, PCE, core PCE, 5Y and 10Y TIPS breakeven expectations, shelter and medical care components. Fed target gap, anchoring signal, and policy implication for macro agents. | x402 SLA: $0.10 USDC per call. Returns HTTP 503 (no charge) when upstream data sources unavailable. data_source field discloses provenance (fred_api/fred_csv/fred_mixed).","inputSchema":{"type":"object","properties":{"measure":{"type":"string","enum":["cpi","pce","breakeven","components","all"]}}}},{"name":"get_consumer_sentiment_benchmark","description":"Live consumer sentiment benchmarks from FRED — University of Michigan sentiment, Conference Board confidence, retail sales, PCE, personal saving rate. Strong/moderate/weak consumer signal for GDP and equity agents. | x402 SLA: $0.10 USDC per call. Returns HTTP 503 (no charge) when upstream data sources unavailable. data_source field discloses provenance (fred_api/fred_csv/fred_mixed).","inputSchema":{"type":"object","properties":{"focus":{"type":"string","enum":["sentiment","spending","saving","all"]}}}},{"name":"get_global_equity_benchmark","description":"Global equity index benchmarks — S&P 500, Nasdaq, Russell 2000, Stoxx 600, DAX, FTSE 100, Nikkei 225, Hang Seng, Shanghai Composite, MSCI EM. YTD returns, P/E ratios, and risk-on/risk-off global signal. | x402 SLA: $0.10 USDC per call. Returns HTTP 503 (no charge) when upstream data sources unavailable. data_source field discloses provenance (fred_api/fred_csv/fred_mixed).","inputSchema":{"type":"object","properties":{"region":{"type":"string","enum":["us","europe","asia","emerging","all"]}}}},{"name":"get_crypto_correlation_benchmark","description":"30-day rolling correlation matrix for BTC, ETH, and SOL — Pearson correlation pairs, beta to BTC, dominance context, and portfolio diversification signal. Source: DeFiLlama historical prices. For crypto portfolio agents. | x402 SLA: $0.10 USDC per call. Returns HTTP 503 (no charge) when upstream data sources unavailable. data_source field discloses provenance (fred_api/fred_csv/fred_mixed).","inputSchema":{"type":"object","properties":{"period":{"type":"string","enum":["7d","30d","90d"]}}}},{"name":"get_options_iv_benchmark","description":"Crypto options implied volatility benchmarks — BTC and ETH 7D/30D IV, put/call ratio, fear/greed signal, term structure shape, and VIX comparison. Source: Deribit public API + FRED. For options traders and volatility agents. | x402 SLA: $0.10 USDC per call. Returns HTTP 503 (no charge) when upstream data sources unavailable. data_source field discloses provenance (fred_api/fred_csv/fred_mixed).","inputSchema":{"type":"object","properties":{"asset":{"type":"string","enum":["BTC","ETH","all"]}}}},{"name":"get_chain_tvl_benchmark","description":"Chain Tvl Benchmark benchmark output with normalized metrics, trend context, and comparable reference fields. Source: On-chain RPC and protocol index feeds. Updated intraday. Cryptographically attested response for provenance assurance. Use for crypto monitoring, treasury policy, and volatility planning.","inputSchema":{"type":"object","properties":{"sort_by":{"type":"string","enum":["tvl","change_1d","change_7d"]},"limit":{"type":"number","minimum":1,"maximum":50}}}},{"name":"get_dao_treasury_benchmark","description":"Dao Treasury Benchmark benchmark output with normalized metrics, trend context, and comparable reference fields. Source: On-chain RPC and protocol index feeds. Updated intraday. Cryptographically attested response for provenance assurance. Use for crypto monitoring, treasury policy, and volatility planning.","inputSchema":{"type":"object","properties":{"min_treasury_usd":{"type":"number"},"sort_by":{"type":"string","enum":["treasury","stablecoin_pct"]}}}},{"name":"get_defi_yield_benchmark","description":"Defi Yield Benchmark benchmark output with normalized metrics, trend context, and comparable reference fields. Source: On-chain RPC and protocol index feeds. Updated intraday. Cryptographically attested response for provenance assurance. Use for crypto monitoring, treasury policy, and volatility planning.","inputSchema":{"type":"object","properties":{"protocol":{"type":"string"},"asset":{"type":"string"}}}},{"name":"get_rwa_benchmark","description":"Rwa Benchmark benchmark output with normalized metrics, trend context, and comparable reference fields. Source: On-chain RPC and protocol index feeds. Updated intraday. Cryptographically attested response for provenance assurance. Use for crypto monitoring, treasury policy, and volatility planning.","inputSchema":{"type":"object","properties":{"category":{"type":"string","enum":["treasuries","real_estate","credit","all"]}}}},{"name":"get_stablecoin_yield_benchmark","description":"Stablecoin Yield Benchmark benchmark output with normalized metrics, trend context, and comparable reference fields. Source: On-chain RPC and protocol index feeds. Updated intraday. Cryptographically attested response for provenance assurance. Use for crypto monitoring, treasury policy, and volatility planning.","inputSchema":{"type":"object","properties":{"asset":{"type":"string","enum":["USDC","USDT","DAI","all"]}}}},{"name":"get_mortgage_market_benchmark","description":"Live mortgage rate benchmarks — 30Y and 15Y fixed from FRED weekly survey, ARM spreads, points and fees, DTI standards, and affordability index. For homebuyers, lenders, real estate agents, and housing analysts. Rates update weekly.","inputSchema":{"type":"object","properties":{"loan_type":{"type":"string","enum":["conventional","fha","va","jumbo"]},"state":{"type":"string"}}}},{"name":"get_residential_market_benchmark","description":"Residential real estate market benchmarks — home price indices, price-to-rent ratios, affordability, months of supply, and homeownership rate by market tier. Sources: FHFA HPI, FRED live data, Census. For residential investors, agents, developers, and housing analysts.","inputSchema":{"type":"object","properties":{"market_tier":{"type":"string","enum":["national","gateway_metro","secondary_metro","tertiary"]},"property_type":{"type":"string","enum":["single_family","condo","townhome"]}}}},{"name":"get_housing_supply_benchmark","description":"Live housing supply indicators — starts, permits, completions, and absorption by market tier from FRED and Census. Leading indicator for housing prices 6-12 months ahead. For developers, lenders, investors, and housing policy analysts.","inputSchema":{"type":"object","properties":{"region":{"type":"string","enum":["national","northeast","south","midwest","west"]},"structure_type":{"type":"string","enum":["single_family","multifamily","all"]}}}},{"name":"get_rental_market_benchmark","description":"Rental market benchmarks — asking rents by unit type, live vacancy rate from FRED, rent growth trends, and rent-to-income ratios by market tier. Sources: HUD Fair Market Rents, FRED live vacancy, ApartmentList public data. For landlords, multifamily investors, and property managers.","inputSchema":{"type":"object","properties":{"market_tier":{"type":"string","enum":["national","gateway","secondary","sunbelt"]},"unit_type":{"type":"string","enum":["studio","one_bed","two_bed","three_bed"]}}}},{"name":"get_hud_fair_market_rent","description":"HUD Fair Market Rents by metro area and bedroom count. Used for affordable housing underwriting, Section 8 Housing Choice Voucher compliance, LIHTC income limit calculations, and housing authority budgeting. Source: HUD annual FMR dataset. Free.","inputSchema":{"type":"object","properties":{"metro_area":{"type":"string"},"bedroom_count":{"type":"number","minimum":0,"maximum":4}},"required":["metro_area"]}},{"name":"get_construction_cost_benchmark","description":"Construction cost benchmarks — hard cost per SF by building type and region, soft cost ratios, and contingency standards. Sources: NAHB, Turner Building Cost Index, RSMeans regional composites updated quarterly. For developers, lenders, and project owners evaluating new builds, renovations, and portfolio underwriting.","inputSchema":{"type":"object","properties":{"building_type":{"type":"string","enum":["single_family","multifamily_wood_frame","multifamily_concrete","office_class_a","office_class_b","industrial_warehouse","retail_strip","medical_office","hotel","self_storage"]},"region":{"type":"string","enum":["national","northeast","southeast","midwest","southwest","west_coast"]},"construction_class":{"type":"string","enum":["A","B","C"]}},"required":["building_type"]}},{"name":"get_development_pro_forma_benchmark","description":"Development pro forma benchmarks — yield on cost, profit-on-cost, construction-to-perm spread, and return hurdles by product type. For developers underwriting new projects and lenders sizing construction loans. Sources: NAHB, ULI, industry composite.","inputSchema":{"type":"object","properties":{"product_type":{"type":"string","enum":["multifamily_market_rate","multifamily_affordable","single_family_build_to_rent","industrial","office","retail","mixed_use","self_storage"]},"market_tier":{"type":"string","enum":["gateway","secondary","tertiary"]}},"required":["product_type"]}},{"name":"get_reit_benchmark","description":"REIT valuation and performance benchmarks — FFO multiples, AFFO multiples, dividend yields, NAV premium/discount, and total returns by property sector. Source: NAREIT public monthly data. For REIT analysts, portfolio managers, and IR teams. Free.","inputSchema":{"type":"object","properties":{"property_sector":{"type":"string","enum":["all_equity","multifamily","industrial","office","retail","net_lease","self_storage","healthcare","data_center","hotel","diversified"]}},"required":["property_sector"]}},{"name":"get_property_operating_benchmark","description":"Property operating benchmarks — OpEx per SF, NOI margins, and occupancy rates by property type. Sources: BOMA Experience Exchange, IREM Income/Expense Analysis, NCREIF. For asset managers, property managers, and acquisition underwriters.","inputSchema":{"type":"object","properties":{"property_type":{"type":"string","enum":["office_class_a","office_class_b","industrial","multifamily","retail_strip","retail_regional_mall","self_storage","hotel"]},"market_tier":{"type":"string","enum":["gateway","secondary","tertiary"]}},"required":["property_type"]}},{"name":"get_property_tax_benchmark","description":"Property tax benchmarks — effective tax rates by state and property type, assessment ratios, and appeal success rates. Source: Lincoln Institute of Land Policy. For property owners, asset managers, and acquisition teams. Property tax is the largest controllable operating expense for most commercial properties.","inputSchema":{"type":"object","properties":{"state":{"type":"string","minLength":2,"maxLength":2},"property_type":{"type":"string","enum":["commercial","residential","industrial","multifamily"]}},"required":["state"]}},{"name":"get_ncreif_return_benchmark","description":"NCREIF Property Index institutional return benchmarks — total returns, income returns, and appreciation by property type and region. The standard benchmark for institutional real estate portfolios. Source: NCREIF quarterly public data. For pension funds, endowments, and institutional asset managers.","inputSchema":{"type":"object","properties":{"property_type":{"type":"string","enum":["all_property","office","industrial","retail","apartment","hotel"]},"region":{"type":"string","enum":["national","east","midwest","south","west"]},"period":{"type":"string","enum":["1y","3y","5y","10y"]}}}},{"name":"get_real_estate_debt_stress_benchmark","description":"CRE debt stress benchmarks — live delinquency rate from FRED, CMBS delinquency by property type, maturity wall exposure, and stressed cap rate scenarios. For lenders, special servicers, distressed investors, and regulators. Delinquency rate updates quarterly.","inputSchema":{"type":"object","properties":{"property_type":{"type":"string","enum":["all_cre","office","retail","multifamily","hotel","industrial"]},"scenario":{"type":"string","enum":["base","stress","severe_stress"]}}}},{"name":"governance_session_init","description":"Starts a governed Stratalize MCP conversation by validating a user API key, resolving the active intelligence profile, issuing a cryptographic session token, and writing immutable session-init audit evidence.","inputSchema":{"type":"object","properties":{"session_id":{"type":"string"},"client_identifier":{"type":"string"},"user_api_key":{"type":"string"}},"required":["session_id","client_identifier","user_api_key"]}},{"name":"governance_session_close","description":"Closes a governed Stratalize MCP conversation after attestation-token verification, writes immutable session summary metrics, and returns a signed attestation hash for independent post-session validation workflows.","inputSchema":{"type":"object","properties":{"session_id":{"type":"string"},"session_attestation_token":{"type":"string"},"interaction_count":{"type":"number"},"refusal_count":{"type":"number"}},"required":["session_id","session_attestation_token","interaction_count","refusal_count"]}},{"name":"get_governance_health_score","description":"Returns composite AI governance health score 0-100 with six weighted dimensions — FS AI RMF coverage (35%), lineage capture (20%), anomaly status (20%), agent governance (15%), human oversight (10%), and explainability readiness. Score uses 230-control FS AI RMF as denominator. Authoritative for CCO board reporting and examination preparation. Satisfies SR 11-7 Section 1 model risk governance documentation.","requires_auth":true,"inputSchema":{"type":"object","properties":{}}},{"name":"create_agent","description":"Create and deploy a governed AI agent from conversation. Define triggers (scheduled, threshold, event, manual), action sequences, and governance policy in one call. Agent is cryptographically logged to the audit chain. Callable from any AI — Claude, ChatGPT, Copilot, Cursor. Returns agent ID, plain-English summary, and dashboard URL.","requires_auth":true,"inputSchema":{"type":"object","properties":{"name":{"type":"string","description":"Agent display name"},"description":{"type":"string","description":"What this agent does"},"business_justification":{"type":"string","description":"Why this agent exists"},"trigger":{"anyOf":[{"type":"object","properties":{"type":{"type":"string","const":"manual"}},"required":["type"],"additionalProperties":false},{"type":"object","properties":{"type":{"type":"string","const":"scheduled"},"schedule_cron":{"type":"string","minLength":1},"schedule_description":{"type":"string"},"timezone":{"type":"string"}},"required":["type","schedule_cron"],"additionalProperties":false},{"type":"object","properties":{"type":{"type":"string","const":"threshold"},"metric":{"type":"string","minLength":1},"operator":{"type":"string","enum":["below","above","changes_by"]},"threshold_value":{"type":"number"},"integration":{"type":"string","minLength":1}},"required":["type","metric","operator","threshold_value","integration"],"additionalProperties":false},{"type":"object","properties":{"type":{"type":"string","const":"event"},"integration":{"type":"string","minLength":1},"event_type":{"type":"string","minLength":1},"filter_field":{"type":"string"},"filter_operator":{"type":"string","enum":["gt","lt","eq","contains"]},"filter_value":{"type":["string","number"]}},"required":["type","integration","event_type"],"additionalProperties":false},{"type":"object","properties":{"type":{"type":"string","const":"webhook"},"integration":{"type":"string"}},"required":["type"],"additionalProperties":false}]},"actions":{"type":"array","items":{"type":"object","properties":{"type":{"type":"string","enum":["read_synthesize","write_integration","notify","internal","webhook"]},"integration":{"type":"string"},"tool_name":{"type":"string"},"parameters":{"type":"object","additionalProperties":{}},"channel":{"type":"string","enum":["email","slack","dashboard","calendar_invite"]},"recipients":{"type":"array","items":{"type":"string"}},"template":{"type":"string"},"internal_action":{"type":"string","enum":["create_action_item","flag_vendor","generate_report","request_access_review"]},"url":{"type":"string"},"method":{"type":"string","enum":["GET","POST","PATCH"]},"headers":{"type":"object","additionalProperties":{"type":"string"}},"body_template":{"type":"string"},"requires_approval":{"type":"boolean"},"approval_threshold_tier":{"type":"string"},"on_failure":{"type":"string","enum":["retry","skip","stop","notify_admin"]},"max_retries":{"type":"number"}},"required":["type"],"additionalProperties":false},"minItems":1},"governance":{"type":"object","properties":{"allowed_roles":{"type":"array","items":{"type":"string"},"minItems":1},"max_sensitivity_tier":{"type":"string","minLength":1},"require_approval_above":{"type":"string","minLength":1},"business_hours_only":{"type":"boolean"},"auto_approve_below_tier":{"type":"boolean"},"requires_second_approver":{"type":"boolean"},"second_approver_id":{"type":"string"},"approver_pool":{"type":"string","enum":["role_match","specific_user","any_admin"]}},"required":["allowed_roles","max_sensitivity_tier","require_approval_above","business_hours_only","auto_approve_below_tier","requires_second_approver","approver_pool"],"additionalProperties":false},"deploy_immediately":{"type":"boolean","description":"false = draft for dashboard review; true = deploy immediately for low-sensitivity agents"}},"required":["name","description","business_justification","trigger","actions","governance","deploy_immediately"],"additionalProperties":false}},{"name":"update_agent","description":"Modify an existing governed agent's definition, trigger, actions, or governance policy. Change is versioned and logged to the immutable audit chain. Returns updated agent summary.","inputSchema":{"type":"object","properties":{"agent_id":{"type":"string","format":"uuid","description":"Agent definition UUID","requires_auth":true},"updates":{"type":"object","additionalProperties":{},"description":"Partial fields to merge into the agent definition and top-level row"}},"required":["agent_id","updates"],"additionalProperties":false}},{"name":"create_permission_set","description":"Create a new permission set for this organization. Defines which executive roles, capability level, agent governance mode, and surface access the set grants. Members assigned to this set inherit all settings.","requires_auth":true,"inputSchema":{"type":"object","properties":{"name":{"type":"string","description":"Display name"},"description":{"type":"string","description":"Optional description"},"capability_level":{"type":"string","enum":["admin","editor","viewer"]},"assigned_roles":{"type":"array","items":{"type":"string"},"minItems":1,"description":"Canonical executive role keys"},"surface_access":{"type":"array","items":{"type":"string"},"description":"Optional; defaults to [dashboard]"},"agent_governance_mode":{"type":"string","enum":["NOTIFY","APPROVAL_REQUIRED","RESTRICTED","AUTONOMOUS"]},"requires_mfa":{"type":"boolean","description":"Default false"},"can_approve":{"type":"boolean","description":"Default true"}},"required":["name","capability_level","assigned_roles","agent_governance_mode"],"additionalProperties":false}},{"name":"update_permission_set","description":"Update an existing permission set — change its name, assigned roles, capability level, agent governance mode, or surface access. Changes apply immediately to all members assigned to this set. Writes audit log entry.","requires_auth":true,"inputSchema":{"type":"object","properties":{"permission_set_id":{"type":"string","format":"uuid"},"updates":{"type":"object","additionalProperties":{},"description":"Any subset of: name, description, capability_level, assigned_roles, surface_access, agent_governance_mode, requires_mfa, can_approve, sso_group_mapping"}},"required":["permission_set_id","updates"],"additionalProperties":false}},{"name":"invite_org_member","description":"Invite a new member to this organization. Generates a secure invite link and assigns them to a permission set. Email delivery is not automated — return the invite link for the admin to share. Caller must have admin capability.","requires_auth":true,"inputSchema":{"type":"object","properties":{"email":{"type":"string","description":"Valid email address"},"permission_set_id":{"type":"string","format":"uuid","description":"Optional permission set UUID"},"role":{"type":"string","enum":["admin","editor","viewer"],"description":"Default viewer"},"assigned_roles":{"type":"array","items":{"type":"string"},"description":"Optional canonical role keys"},"message":{"type":"string","description":"Optional personal note for the admin to share manually"}},"required":["email"],"additionalProperties":false}},{"name":"list_agent_templates","description":"List pre-built governed agent templates by industry and use case. Banking, healthcare, legal, HR, finance. Each template includes trigger type, action sequence, governance recommendation, and example prompt.","requires_auth":true,"inputSchema":{"type":"object","properties":{"industry":{"type":"string"},"use_case":{"type":"string"}},"additionalProperties":false}},{"name":"get_agent_inventory","description":"Returns real-time inventory of all AI agents deployed for this organization — role, governance mode, authorized users, connected integrations, approval rate, and risk score. Satisfies FS AI RMF MP-3.1 agent inventory control for regulatory examination.","requires_auth":true,"inputSchema":{"type":"object","properties":{"includeInactive":{"type":"boolean","description":"Include suspended agents."}}}},{"name":"get_compliance_coverage","description":"Returns FS AI RMF compliance coverage across all configured FS AI RMF control objectives — implemented, partial, roadmap, and at-risk counts by GOVERN, MAP, MEASURE, MANAGE functions. The full FS AI RMF framework covers 230 objectives; coverage percentage reflects your organization's current implementation progress toward examination readiness. Generates SR 11-7 evidence for OCC, Federal Reserve, and FDIC review.","requires_auth":true,"inputSchema":{"type":"object","properties":{"nistFunction":{"type":"string","enum":["GOVERN","MAP","MEASURE","MANAGE"],"description":"Filter by NIST function."},"status":{"type":"string","enum":["IMPLEMENTED","PARTIAL","ROADMAP","AT_RISK"],"description":"Filter by implementation status."}}}},{"name":"get_data_lineage","description":"Returns field-level AI synthesis data lineage records — integration source, fields accessed, authorization, and classification. Satisfies FS AI RMF MP-2.1 and SR 11-7 data lineage requirements for regulated financial institutions.","requires_auth":true,"inputSchema":{"type":"object","properties":{"synthesisId":{"type":"string"},"integrationName":{"type":"string"},"daysBack":{"type":"number","default":30},"limit":{"type":"number","default":50}}}},{"name":"get_open_anomalies","description":"Returns active AI governance risk anomalies — volume spikes, time deviations, scope creep, approval rate drops. Severity-scored and investigation-tracked for CCO review and FS AI RMF MEASURE domain compliance.","requires_auth":true,"inputSchema":{"type":"object","properties":{"severity":{"type":"string","enum":["LOW","MEDIUM","HIGH","CRITICAL"]},"limit":{"type":"number","default":20}}}},{"name":"get_adoption_stage","description":"Returns this organization's FS AI RMF Adoption Stage — INITIAL to EMBEDDED — with applicable control count from 21 to 230 and priority remediation controls. Based on Treasury framework six-dimension maturity questionnaire.","inputSchema":{"type":"object","properties":{}}},{"name":"generate_regulatory_report","description":"Generates examination-ready regulatory evidence package — FS AI RMF, SR 11-7, OCC AI Risk, Board Governance, or FFIEC Tech Risk — cryptographically hashed for tamper detection. Returns report ID for OCC, Federal Reserve, and FDIC examination teams.","requires_auth":true,"inputSchema":{"type":"object","properties":{"reportType":{"type":"string","enum":["FS_AI_RMF","SR_11_7","OCC_AI_RISK","BOARD_GOVERNANCE","INTERNAL_AUDIT","FFIEC_TECH_RISK"]},"daysBack":{"type":"number","default":90}},"required":["reportType"]}},{"name":"get_access_policies","description":"Returns all access policies configured for this organization — assigned roles, capability levels, agent governance modes, surface access, and SSO group mappings. Used by IT admins verifying governance posture and compliance configuration.","requires_auth":true,"inputSchema":{"type":"object","properties":{}}},{"name":"get_eu_ai_act_coverage","description":"Returns EU AI Act compliance coverage across 17 control objectives — Articles 9-17, 43, 72-73 for high-risk financial AI. Includes DORA ICT resilience. August 2, 2026 hard deadline for regulated institutions.","requires_auth":true,"inputSchema":{"type":"object","properties":{"nistFunction":{"type":"string","enum":["GOVERN","MAP","MEASURE","MANAGE"],"description":"Filter by NIST function."}}}},{"name":"get_uk_fca_coverage","description":"Returns UK FCA PS7/24 Model Risk Management compliance across 13 control objectives — SM&CR accountability, Consumer Duty AI governance, PS7/24 model validation, and FCA operational resilience for regulated UK financial firms.","requires_auth":true,"inputSchema":{"type":"object","properties":{"nistFunction":{"type":"string","enum":["GOVERN","MAP","MEASURE","MANAGE"],"description":"Filter by NIST function."}}}},{"name":"list_pending_agent_approvals","description":"Returns up to 50 pending AI agent executions awaiting human approval for this org — execution ID, agent name, executive role, sensitivity tier, deadline, and step progress. Satisfies EU AI Act Article 14 oversight queue for compliance officers, approvers, and supervisors review.","requires_auth":true,"inputSchema":{"type":"object","properties":{"executive_role":{"type":"string","description":"Filter by executive role context: CEO, CFO, CRO, CMO, CTO, CHRO, CX, GC, COO, TRADER."},"sensitivity_tier":{"type":"string","enum":["public","internal","confidential","restricted","eyes_only"],"description":"Filter by sensitivity tier."},"limit":{"type":"number","minimum":1,"maximum":50,"description":"Maximum number of pending approvals to return (default 20, max 50)."}}}},{"name":"get_agent_execution","description":"Returns complete details of a single AI agent execution — status, sensitivity tier, approval chain, vote history, cryptographic hash, justification, and writeback outcome. Provides full EU AI Act Article 14 audit evidence for compliance officers, approvers, and supervisors review of a specific agent action.","requires_auth":true,"inputSchema":{"type":"object","properties":{"execution_id":{"type":"string","minLength":1,"description":"The UUID of the agent execution to retrieve."}},"required":["execution_id"]}},{"name":"approve_agent_execution","description":"Approves a pending AI agent execution on behalf of the authenticated org user — enforces four-eyes segregation of duties, role-based authority, justification requirement for elevated tiers, and records HMAC-signed approval to the immutable audit chain. EU AI Act Article 14 compliant for compliance officers, approvers, and supervisors oversight workflows.","requires_auth":true,"inputSchema":{"type":"object","properties":{"execution_id":{"type":"string","minLength":1,"description":"The UUID of the agent execution to approve."},"justification":{"type":"string","description":"Written justification for the approval decision. Required for confidential, restricted, and eyes_only sensitivity tiers (minimum 10 characters)."}},"required":["execution_id"]}},{"name":"reject_agent_execution","description":"Rejects a pending AI agent execution — enforces four-eyes segregation of duties, records rejection reason to immutable HMAC-signed audit chain, and triggers SLA resolution. Rejection is permanent and cannot be reversed. EU AI Act Article 14 compliant for compliance officers, approvers, and supervisors oversight workflows.","requires_auth":true,"scope_required":"write:approvals","inputSchema":{"type":"object","properties":{"execution_id":{"type":"string","minLength":1,"description":"The UUID of the agent execution to reject."},"justification":{"type":"string","description":"Written justification for the rejection. Required for confidential, restricted, and eyes_only sensitivity tiers (minimum 10 characters). Strongly recommended for all tiers; MCP enforces at least 10 characters for every rejection."}},"required":["execution_id","justification"]}},{"name":"get_stratalize_overview","description":"START HERE - Returns the complete Stratalize tool catalog: 175 governed MCP tools across 6 namespaces (crypto, finance, governance, healthcare, realestate, intelligence). 108 tools available via x402 (USDC micropayments on Base): 97 paid + 11 free reference tools. 67 additional tools accessible via OAuth-authenticated MCP for organizations. Every response cryptographically signed with Ed25519 attestation (RFC 8032) using JCS canonicalization (RFC 8785). Call this first to discover C-suite briefs (CEO, CFO, CRO, CMO, CTO, CHRO, CX, GC, COO), market benchmarks, governance compliance tools (EU AI Act, FS AI RMF, UK FCA), and org intelligence with role-based recommendations. No auth required.","requires_auth":true,"scope_required":"read:market"},{"name":"get_ceo_brief","description":"Generate comprehensive CEO intelligence brief — organization spend posture, benchmark positioning, top risk/opportunity vectors, role-level highlights, and immediate board-ready priorities.","requires_auth":true,"scope_required":"read:roles"},{"name":"get_cfo_brief","description":"Generate comprehensive CFO intelligence brief — spend posture, benchmark variance, renewal risk, and cash-impact priorities for finance leadership.","requires_auth":true,"scope_required":"read:roles"},{"name":"get_cro_brief","description":"Generate comprehensive CRO intelligence brief — pipeline posture, revenue risk indicators, GTM vendor efficiency, and execution priorities.","requires_auth":true,"scope_required":"read:roles"},{"name":"get_cmo_brief","description":"Generate comprehensive CMO intelligence brief — marketing stack spend, channel efficiency, attribution risk, and optimization priorities.","requires_auth":true,"scope_required":"read:roles"},{"name":"get_cto_brief","description":"Generate comprehensive CTO intelligence brief — technology cost posture, integration health, architecture risk, and optimization priorities.","requires_auth":true,"scope_required":"read:roles"},{"name":"get_chro_brief","description":"Generate comprehensive CHRO intelligence brief — workforce tooling efficiency, compensation pressure, and retention-related operating signals.","requires_auth":true,"scope_required":"read:roles"},{"name":"get_cx_brief","description":"Generate comprehensive CX intelligence brief — customer-facing stack posture, service performance risk, and experience optimization opportunities.","requires_auth":true,"scope_required":"read:roles"},{"name":"get_gc_brief","description":"Generate comprehensive GC intelligence brief — legal vendor posture, contract risk, and governance/control priorities for counsel.","requires_auth":true,"scope_required":"read:roles"},{"name":"get_coo_brief","description":"Generate comprehensive COO intelligence brief — operating efficiency posture, process bottlenecks, and near-term execution priorities.","requires_auth":true,"scope_required":"read:roles"},{"name":"get_trader_brief","description":"Generate comprehensive TRADER intelligence brief — market regime context, portfolio signal posture, and tactical risk/opportunity cues.","requires_auth":true,"scope_required":"read:roles"},{"name":"get_healthcare_cfo_brief","description":"Generate a comprehensive healthcare CFO intelligence brief with CMS peer cohort benchmarks, vendor spend analysis, staffing cost intelligence, GPO leakage score, and negotiation priorities. Requires financial data connection.","requires_auth":true,"scope_required":"read:roles"},{"name":"get_healthcare_chro_brief","description":"Generate healthcare CHRO intelligence brief with turnover benchmarks, compensation analysis, travel nurse rate intelligence, staffing agency risk assessment, and workforce optimization opportunities.","requires_auth":true,"scope_required":"read:roles"},{"name":"get_healthcare_cto_brief","description":"Healthcare CTO intelligence brief — EHR cost optimization, IT spend vs net patient revenue benchmarks, AI clinical adoption rates, cybersecurity posture benchmarks, interoperability readiness, and cloud migration status. Requires data connection.","requires_auth":true,"scope_required":"read:healthcare"},{"name":"get_org_intelligence","description":"Get comprehensive organization intelligence — spend summary, vendor matrix, benchmark positions, recent strategies, integration health, and MCP analytics in one call","requires_auth":true,"scope_required":"read:intelligence"},{"name":"get_decision_brief","description":"CEO-style decision brief for any strategic question — synthesizes org spend, market benchmarks, pipeline data, and business memory into a board-ready narrative with risk register and board asks. Example: LexisNexis renegotiation brief with risk/opportunity analysis.","requires_auth":true,"scope_required":"read:intelligence"},{"name":"get_initial_org_snapshot","description":"One-time style onboarding snapshot: vendors, benchmarks, pattern signals (redundancy, concentration, renewals), role priorities, and data gaps. Cached 24h per org until vendor or integration counts change.","requires_auth":true,"scope_required":"read:market"},{"name":"get_org_health_score","description":"Stratalize platform health score 0 to 100 with sub-scores: data coverage, integration count, benchmark rows, and report quality. Example: Score 25 — 0 integrations, 4 benchmarks, 5 reports. Use to identify data gaps before generating executive briefs.","requires_auth":true,"scope_required":"read:health"},{"name":"list_org_actions","description":"List AI-generated action items for this organization — pending recommendations, priorities, and strategic next steps from the latest intelligence brief","requires_auth":true,"scope_required":"read:actions"},{"name":"get_morning_briefing","description":"Returns a structured morning briefing for the authenticated user's assigned roles. Designed for rendering in Claude, ChatGPT, or any MCP-compatible AI interface. Includes decision queue, vital signs, pending approvals, and top 3 actions for the day. Call at session start for daily situational awareness. Requires API key scopes read:roles, read:actions, and read:intelligence.","requires_auth":true,"scope_required":"read:roles","inputSchema":{"type":"object","properties":{}}},{"name":"get_spend_summary","description":"Get total spend by category for this organization. Returns total amount, breakdown by category with percentages, and transaction count for the specified period.","requires_auth":true,"scope_required":"read:spend"},{"name":"get_intelligence_spend_summary","description":"Summarizes spend from the latest saved intelligence report for this org (or a specific report by id): totals, vendor count, industry/location, and top 5 vendors by amount.","requires_auth":true,"scope_required":"read:spend"},{"name":"get_top_vendors","description":"Get the top vendors ranked by total spend for this organization. Returns vendor name, total spend, transaction count, category, and monthly average.","requires_auth":true,"scope_required":"read:vendors"},{"name":"get_vendor_benchmark","description":"Get market benchmark data for a specific vendor — whether this organization is paying above or below market, the typical price range, and negotiation guidance. Returns cached data if available; otherwise instructs user to load benchmark in Stratalize.","requires_auth":true,"scope_required":"read:benchmarks"},{"name":"get_business_memory","description":"Returns persistent org context JSON — name, industry, location, key vendors, and business model — used to prime intelligence briefs. May return unavailable error if memory not yet initialized. Run get_org_intelligence first to populate context.","requires_auth":true,"scope_required":"read:business_memory"},{"name":"list_alerts","description":"Lists recent alert_log entries for this organization (type, message, sent time), newest first.","requires_auth":true,"scope_required":"read:alerts"},{"name":"list_benchmarks","description":"Lists org-scoped market benchmark rows (vendor, category, market range, confidence). Supports optional vendor name substring and confidence filter.","requires_auth":true,"scope_required":"read:benchmarks"},{"name":"get_integration_status","description":"Get the status of all connected financial integrations for this organization — which platforms are connected, when they last synced, and whether they are healthy.","requires_auth":true,"scope_required":"read:integrations"},{"name":"ask_stratalize","description":"Ask Stratalize a governed intelligence question for this organization and receive a synthesized role-aware response.","requires_auth":true,"scope_required":"ask:stratalize"},{"name":"stratalize_analyze_document","description":"Analyze a document through Stratalize governed intelligence and return a job ID for asynchronous status polling.","requires_auth":true,"scope_required":"read:intelligence"},{"name":"stratalize_get_document_status","description":"Get status and result metadata for a previously submitted Stratalize document analysis job.","requires_auth":true,"scope_required":"read:intelligence"},{"name":"stratalize_submit_document_writeback","description":"Execute approved writeback actions from a completed document intelligence analysis into connected systems.","requires_auth":true,"scope_required":"read:intelligence"},{"name":"generate_strategy","description":"Generate a strategic plan from organization intelligence, benchmark posture, and role-prioritized opportunity analysis.","requires_auth":true,"scope_required":"write:strategy"},{"name":"update_deal_stage","description":"Propose a CRM deal stage update for human approval. Creates a governed pending execution in the four-eyes approval queue. The deal is not updated until an authorized approver confirms. Every execution is HMAC-signed with a verifiable audit record.","requires_auth":true,"scope_required":"write:agents"}]}