{"server":"io.github.blackboxfoundry/livedatalink","count":100,"tools":[{"name":"affordable_housing_refinance_evidence_pack","title":null,"description":"Return a source-linked, state-level evidence pack for official HUD FHA maturity records and HUD LIHTC year-15 screening signals in one date window. Use this for affordable-housing debt or timing diligence. The two source sets are not silently property-matched because FHA's public workbook lacks a street-address key; results never claim a refinance opportunity, contact, valuation, or affordability expiration.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["state","start_date","end_date"],"properties":{"limit":{"type":"integer","maximum":50,"minimum":1},"state":{"type":"string","pattern":"^[A-Za-z]{2}$"},"end_date":{"type":"string","pattern":"^\\d{4}-\\d{2}-\\d{2}$","description":"Inclusive YYYY-MM-DD window end."},"start_date":{"type":"string","pattern":"^\\d{4}-\\d{2}-\\d{2}$","description":"Inclusive YYYY-MM-DD window start."},"response_format":{"enum":["markdown","json"],"type":"string","description":"Human-readable markdown or machine-readable JSON. Default markdown."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Affordable Housing Refinance Evidence Pack","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"air_quality","title":null,"description":"Get current air quality data for any location. Returns US AQI index, PM2.5, PM10, ozone, NO2, SO2, and CO levels with health category rating. Use this for 'what's the air quality?', 'is it safe to go outside?', 'pollution levels', 'AQI in Los Angeles', 'should I wear a mask?', 'is there smoke in the air?', or any air quality or pollution question.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["location"],"properties":{"location":{"type":"string","description":"City, zip code, or place name"}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Air Quality","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"bank_health_report","title":null,"description":"One-call financial-health read for a US bank or savings institution. Give a bank name or an FDIC certificate (CERT) number. Joins FDIC BankFind institution + financials (total assets, deposits, net income, return on assets/equity, active-vs-failed status) with the CFPB Consumer Complaint Database (complaint volume and top complaint products for the matched company) into a HEALTHY / STABLE / WATCH / FAILED read with the numbers behind it. FDIC is the primary signal; CFPB complaint data is best-effort and degrades gracefully if the bank's complaint records cannot be matched. Useful for picking a sponsor/partner bank, treasury counterparty checks, or deposit-safety questions. Informational, not a rating or advice.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"bank":{"type":"string","description":"Bank or savings institution name (e.g. 'JPMorgan Chase Bank', 'Cross River Bank'). Use the full legal name for best matching."},"cert":{"type":"string","description":"Optional FDIC certificate (CERT) number for an exact institution match, used instead of a name."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Bank Health Report","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"bea_compare_states","title":null,"description":"Compare one official BEA SASUMMARY annual indicator across 2–8 requested states (or the United States) for an exact year. Returns values sorted high-to-low, exact unit, missing-value evidence, GeoFIPS, source hash, and attribution. Use this for 'compare 2024 Texas and California GDP', 'which of these states had higher 2023 per-capita income?', or 'compare regional price levels'. It does not rank all states unless they are explicitly supplied.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["geographies","indicator","year"],"properties":{"year":{"type":"integer","maximum":2100,"minimum":1900,"description":"Four-digit calendar year. Hosted source coverage is reported in every response."},"indicator":{"type":"string","maxLength":100,"minLength":1,"description":"Supported indicator slug/name or BEA SASUMMARY line code; examples: gdp, real_gdp, personal_income, per_capita_personal_income, regional_price_parities, total_employment."},"geographies":{"type":"array","items":{"type":"string","maxLength":100,"minLength":1},"maxItems":8,"minItems":2,"description":"Two to eight distinct state selectors."},"response_format":{"enum":["markdown","json"],"type":"string","description":"Human-readable markdown or machine-readable JSON. Default markdown."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Bea Compare States","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"bea_search_state_indicators","title":null,"description":"Search the 15 indicators in LiveDataLink's self-hosted official BEA SASUMMARY annual state snapshot. Returns canonical indicator names, definitions, units, exact coverage, pagination, evidence hash, and attribution. Use this for 'what BEA state measures are hosted?', 'find regional price parity', or to resolve an indicator before a history call. Scope is the compact annual state summary, not the full BEA API or industry detail.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"limit":{"type":"integer","maximum":50,"minimum":1,"description":"Maximum results. Default 20."},"query":{"type":"string","maxLength":120,"description":"Optional words matched against indicator name, definition, and unit."},"offset":{"type":"integer","maximum":1000,"minimum":0,"description":"Results to skip. Default 0."},"response_format":{"enum":["markdown","json"],"type":"string","description":"Human-readable markdown or machine-readable JSON. Default markdown."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Bea Search State Indicators","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"bea_state_economic_history","title":null,"description":"Return bounded annual history for one official BEA SASUMMARY state or U.S. indicator. Includes exact value, unit, state GeoFIPS, pagination, source update date, evidence hash, and attribution. Use this for 'Texas real GDP since 2018', 'California per-capita income history', or 'US employment by year'. Published aggregate annual estimates only; BEA can revise prior vintages.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["geography","indicator"],"properties":{"limit":{"type":"integer","maximum":50,"minimum":1,"description":"Maximum years. Default 20."},"offset":{"type":"integer","maximum":1000,"minimum":0,"description":"Years to skip. Default 0."},"end_year":{"type":"integer","maximum":2100,"minimum":1900,"description":"Four-digit calendar year. Hosted source coverage is reported in every response."},"geography":{"type":"string","maxLength":100,"minLength":1,"description":"State name, USPS abbreviation, 5-digit state-summary GeoFIPS, or United States/US."},"indicator":{"type":"string","maxLength":100,"minLength":1,"description":"Supported indicator slug/name or BEA SASUMMARY line code; examples: gdp, real_gdp, personal_income, per_capita_personal_income, regional_price_parities, total_employment."},"start_year":{"type":"integer","maximum":2100,"minimum":1900,"description":"Four-digit calendar year. Hosted source coverage is reported in every response."},"response_format":{"enum":["markdown","json"],"type":"string","description":"Human-readable markdown or machine-readable JSON. Default markdown."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Bea State Economic History","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"bea_state_economic_profile","title":null,"description":"Build a compact official BEA annual economic profile for one state or the United States across all 15 hosted SASUMMARY indicators: GDP, income, consumer spending, per-capita measures, regional price levels, and jobs. Each value carries its own year and unit because source update calendars differ. Use this for 'BEA profile for North Carolina', 'state GDP income jobs packet', or as the BEA leg of a regional market brief combined with Census, BLS, SBA, FDIC, or housing data. Aggregate estimates only; not a forecast or investment recommendation.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["geography"],"properties":{"geography":{"type":"string","maxLength":100,"minLength":1,"description":"State name, USPS abbreviation, 5-digit state-summary GeoFIPS, or United States/US."},"as_of_year":{"type":"integer","maximum":2100,"minimum":1900,"description":"Four-digit calendar year. Hosted source coverage is reported in every response."},"response_format":{"enum":["markdown","json"],"type":"string","description":"Human-readable markdown or machine-readable JSON. Default markdown."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Bea State Economic Profile","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"bea_state_economic_trend","title":null,"description":"Calculate prior-observation and exact five-year changes for one official BEA SASUMMARY state indicator. Returns component observations, absolute and percent changes, five-year CAGR when meaningful, units, vintage evidence, and caveats. Use this for 'five-year Florida GDP trend', 'how has Ohio employment changed?', or 'California real per-capita income growth'. The optional as-of year prevents future observations from entering a historical calculation.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["geography","indicator"],"properties":{"geography":{"type":"string","maxLength":100,"minLength":1,"description":"State name, USPS abbreviation, 5-digit state-summary GeoFIPS, or United States/US."},"indicator":{"type":"string","maxLength":100,"minLength":1,"description":"Supported indicator slug/name or BEA SASUMMARY line code; examples: gdp, real_gdp, personal_income, per_capita_personal_income, regional_price_parities, total_employment."},"as_of_year":{"type":"integer","maximum":2100,"minimum":1900,"description":"Four-digit calendar year. Hosted source coverage is reported in every response."},"response_format":{"enum":["markdown","json"],"type":"string","description":"Human-readable markdown or machine-readable JSON. Default markdown."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Bea State Economic Trend","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"beneficial_owner_screen","title":null,"description":"One-call KYB/AML ownership-chain sanctions screen: answers the real question 'is anyone in this company's ownership chain sanctioned?', not just 'is the top-level name on a list?'. Give a company name or a 20-character LEI; the tool maps the ownership structure via GLEIF (keyless CC0 reference data) - the subject entity, its ULTIMATE parent (top of the chain), and its reported direct subsidiaries, capped at about 15 entities so a broad group stays bounded - then SCREENS each entity in that set against the local sanctions/watchlist matcher (OFAC SDN / EU / UN / BIS), the same first-party matcher company_trust_check uses. Returns the mapped ownership structure, a per-entity CLEAR / HIT result (each hit naming the matched list entry, source, and score), and an overall verdict: CLEAR (no entity matched) vs HITS-FOUND (at least one entity in the chain matched). This catches a sanctioned parent or subsidiary that screening only the counterparty name would miss - the exposure beneficial-ownership rules target. Best-effort: if GLEIF hops fail the subject is still screened; if the sanctions binding is unavailable the screen is noted as unavailable, never silently passed. Only relationships an entity self-reports to GLEIF are shown. A name match is not proof of identity and must be cleared. Informational public-record synthesis, not legal, compliance, or sanctions-clearance advice.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"lei":{"type":"string","description":"Optional exact 20-character LEI code to anchor the ownership chain directly (e.g. '5493006MHB84DD0ZWV18'). Overrides a name search."},"company":{"type":"string","description":"Company / organization name (e.g. 'Alphabet Inc.', 'JPMorgan') or a 20-character LEI code. Provide this or 'lei'."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Beneficial Owner Screen","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"bls_indicator","title":null,"description":"US labor & price statistics from the Bureau of Labor Statistics by friendly name. Available: unemployment_rate, labor_force_participation, employment_population_ratio, cpi, cpi_less_food_energy, nonfarm_payrolls, avg_hourly_earnings, avg_weekly_hours, ppi_final_demand. Returns a monthly time series. Keyless official BLS data.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"end_year":{"type":"integer","description":"End year (optional; defaults to current year)."},"indicator":{"type":"string","description":"Indicator name, one of: unemployment_rate, labor_force_participation, employment_population_ratio, cpi, cpi_less_food_energy, nonfarm_payrolls, avg_hourly_earnings, avg_weekly_hours, ppi_final_demand."},"start_year":{"type":"integer","description":"Start year (optional; defaults to ~3 years back)."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Bls Indicator","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"bls_series","title":null,"description":"Fetch any BLS time series by its raw series ID (e.g. 'LNS14000000' for the unemployment rate, or a state/industry series). For when you know the exact BLS series ID.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["series_id"],"properties":{"end_year":{"type":"integer","description":"End year (optional)."},"series_id":{"type":"string","description":"BLS series ID, e.g. 'LNS14000000'."},"start_year":{"type":"integer","description":"Start year (optional)."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Bls Series","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"book_details","title":null,"description":"Get full catalog metadata for a single book by its Project Gutenberg id (title, authors, subjects, languages, copyright, download count, and whether its full text is indexed here).","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["gutenberg_id"],"properties":{"gutenberg_id":{"type":"integer","description":"Project Gutenberg ebook id, e.g. 84 (Frankenstein)."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Book Details","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"book_fulltext_search","title":null,"description":"Search INSIDE the indexed corpus of top public-domain books for a phrase or keywords and get back the matching passages, each with the book title, author, and a snippet around the match. This is the headline feature: agents can find where a passage appears across great books. Optionally restrict to one book by gutenberg_id.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["query"],"properties":{"limit":{"type":"integer","maximum":50,"minimum":1,"description":"Maximum passages to return (default 10, max 50)."},"query":{"type":"string","description":"Phrase or keywords to find inside the books, e.g. 'it was the best of times', 'whale'."},"gutenberg_id":{"type":"integer","description":"Optional: restrict the search to a single indexed book by its Gutenberg id."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Book Fulltext Search","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"book_get_text","title":null,"description":"Return the full text of an indexed book by Gutenberg id, paginated by passage. Use from_seq + max_passages to page through it. For books in the catalog that are NOT indexed locally, returns the public gutenberg.org plain-text URL so the agent can fetch it directly.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["gutenberg_id"],"properties":{"from_seq":{"type":"integer","minimum":0,"description":"Passage index to start from (0-based, default 0)."},"gutenberg_id":{"type":"integer","description":"Project Gutenberg ebook id."},"max_passages":{"type":"integer","maximum":200,"minimum":1,"description":"Maximum passages to return per call (default 40, max 200)."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Book Get Text","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"book_search","title":null,"description":"Search the full Project Gutenberg catalog (~78,500 public-domain books) live via Gutendex by title / author / subject keyword, with optional author, subject, and language filters. Ranked by keyword relevance then download popularity. Returns each book's Gutenberg id, title, author(s), language, and download count. Use book_fulltext_search to search inside the locally indexed top books.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"limit":{"type":"integer","maximum":100,"minimum":1,"description":"Maximum rows to return (default 25, max 100)."},"query":{"type":"string","description":"Title / author / subject keyword, e.g. 'frankenstein', 'sherlock holmes', 'astronomy'."},"author":{"type":"string","description":"Optional author-name fragment, e.g. 'Shelley', 'Twain'."},"subject":{"type":"string","description":"Optional subject fragment, e.g. 'Science fiction', 'Detective'."},"language":{"type":"string","description":"Optional language code filter, e.g. 'en', 'fr'."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Book Search","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"book_status","title":null,"description":"Report the books store status: the catalog is served live via Gutendex (78,000+ books), plus the local D1 indexed-corpus counts (books with full text indexed, total indexed passages, last refresh timestamp).","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{}},"output_schema":null,"annotations":{"title":"Book Status","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"bounce_scanner","title":null,"description":"Screen one or more US tickers for a mean-reversion 'bounce' setup on daily bars: price near support (recent pivot low) or the moving average, RSI oversold and turning up, a bullish latest candle, and volume at/above its recent average. Returns per-symbol {isBounce, score 0-100, reasons, price, rsi, distanceToSupportPct, supportLevel}. ALL thresholds are tunable inputs (rsi_threshold, ma_period, proximity_pct, lookback_days) so calibration is a parameter change. HEURISTIC signal for research, not investment advice.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"symbol":{"type":"string","description":"A single ticker (e.g. 'AAPL'). Use this or `symbols`."},"symbols":{"type":"array","items":{"type":"string"},"description":"Multiple tickers to scan (max 15)."},"ma_period":{"type":"integer","maximum":200,"minimum":2,"description":"Simple moving-average period used as a dynamic support reference (default 50)."},"lookback_days":{"type":"integer","maximum":500,"minimum":30,"description":"Trailing daily bars to analyze (default 180)."},"proximity_pct":{"type":"number","maximum":25,"minimum":0.1,"description":"How close (percent) price must be to support/MA to count as 'near' (default 3)."},"rsi_threshold":{"type":"number","maximum":100,"minimum":1,"description":"RSI(14) must be at or below this to qualify as oversold (default 35)."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Bounce Scanner","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"bts_transport_border_activity_pack","title":null,"description":"Combine every available official BTS crossing measure for one land-border port into a provenance-backed current-versus-prior activity evidence pack. Keeps trucks, trains, buses, vehicles, passengers, and pedestrians separate while reporting window totals, completeness, and percent change. Use this for 'build a border activity pack for Laredo', 'what changed at Otay Mesa?', or a logistics/corridor briefing. It never fabricates a total across incompatible measures and is not a congestion or wait-time measure.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["port"],"properties":{"port":{"type":"string","maxLength":120,"minLength":1,"description":"Exact BTS four-digit port code or an unambiguous U.S. land-border port name. Search first when needed."},"response_format":{"enum":["markdown","json"],"type":"string","description":"Human-readable markdown or machine-readable JSON. Default markdown."},"trailing_months":{"type":"integer","maximum":24,"minimum":1,"description":"Months per current/prior comparison window. Default 12."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Bts Transport Border Activity Pack","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"bts_transport_border_trend","title":null,"description":"Return a bounded monthly history for one official BTS land-border port and one consistent crossing measure from the self-hosted snapshot. Includes exact month, crossing count, stable port identity, pagination, source hash, and provenance. Use this for 'monthly truck crossings at Laredo', 'pedestrian crossings at San Ysidro since 2023', or a reproducible port-volume chart. Counts inbound crossing events, not unique vehicles or people.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["port","measure"],"properties":{"port":{"type":"string","maxLength":120,"minLength":1,"description":"Exact BTS four-digit port code or an unambiguous U.S. land-border port name. Search first when needed."},"limit":{"type":"integer","maximum":120,"minimum":1,"description":"Maximum monthly observations. Default 24."},"offset":{"type":"integer","maximum":10000,"minimum":0,"description":"Observations to skip. Default 0."},"measure":{"enum":["Buses","Bus Passengers","Pedestrians","Personal Vehicle Passengers","Personal Vehicles","Train Passengers","Trains","Trucks"],"type":"string","description":"Official BTS crossing measure. Measures have different units and must not be added together."},"end_month":{"type":"string","pattern":"^\\d{4}-\\d{2}$","description":"Calendar month in YYYY-MM format."},"start_month":{"type":"string","pattern":"^\\d{4}-\\d{2}$","description":"Calendar month in YYYY-MM format."},"response_format":{"enum":["markdown","json"],"type":"string","description":"Human-readable markdown or machine-readable JSON. Default markdown."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Bts Transport Border Trend","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"bts_transport_compare_ports","title":null,"description":"Compare two to eight U.S. land-border ports on one consistent official BTS crossing measure over a shared rolling window. Ranks ports by current count and returns prior-window count, reported-month completeness, percent change, exact window, stable port codes, and provenance. Use this for 'compare truck crossings at Laredo, El Paso, and Otay Mesa' or 'which selected Canada-border port has more train crossings?'. It does not compare wait times, outbound flows, or cargo value.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["ports","measure"],"properties":{"ports":{"type":"array","items":{"type":"string","maxLength":120,"minLength":1},"maxItems":8,"minItems":2,"description":"Two to eight exact four-digit port codes or unambiguous port names."},"measure":{"enum":["Buses","Bus Passengers","Pedestrians","Personal Vehicle Passengers","Personal Vehicles","Train Passengers","Trains","Trucks"],"type":"string","description":"Official BTS crossing measure. Measures have different units and must not be added together."},"end_month":{"type":"string","pattern":"^\\d{4}-\\d{2}$","description":"Calendar month in YYYY-MM format."},"response_format":{"enum":["markdown","json"],"type":"string","description":"Human-readable markdown or machine-readable JSON. Default markdown."},"trailing_months":{"type":"integer","maximum":24,"minimum":1,"description":"Months per current/prior comparison window. Default 12."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Bts Transport Compare Ports","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"bts_transport_search_ports","title":null,"description":"Search U.S. land-border ports in LiveDataLink's self-hosted official BTS Border Crossing Entry snapshot. Returns stable four-digit port codes, state, Canada/Mexico border, coordinates, available crossing measures, coverage, pagination, and source provenance. Use this for 'find the Laredo border port code', 'which Arizona ports have truck crossings?', or to resolve a port before a trend call. Inbound land ports only; not wait times or outbound traffic.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"limit":{"type":"integer","maximum":100,"minimum":1,"description":"Maximum ports. Default 20."},"query":{"type":"string","maxLength":120,"minLength":1,"description":"Port name, state, or exact four-digit port code."},"state":{"type":"string","maxLength":40,"minLength":1,"description":"Exact state name, such as Texas or New York."},"border":{"enum":["US-Canada Border","US-Mexico Border"],"type":"string","description":"Optional official BTS border label."},"offset":{"type":"integer","maximum":10000,"minimum":0,"description":"Ports to skip. Default 0."},"response_format":{"enum":["markdown","json"],"type":"string","description":"Human-readable markdown or machine-readable JSON. Default markdown."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Bts Transport Search Ports","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"candlestick_signals","title":null,"description":"Detect classic candlestick patterns on a ticker's recent daily bars: hammer, inverted hammer, bullish/bearish engulfing, doji, morning/evening star, and shooting star. Returns each detected pattern with {pattern, date, direction (bullish/bearish/neutral), barIndex}. HEURISTIC pattern detection with conservative default thresholds; for research, not investment advice.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["symbol"],"properties":{"symbol":{"type":"string","description":"US ticker (e.g. 'MSFT')."},"lookback_days":{"type":"integer","maximum":400,"minimum":5,"description":"Trailing daily bars to scan for patterns (default 60)."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Candlestick Signals","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cargo_crate","title":null,"description":"Look up a Rust crate on crates.io: latest version, description, total downloads, repository, and homepage. Keyless.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["name"],"properties":{"name":{"type":"string","description":"Crate name, e.g. 'serde'."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cargo Crate","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"carrier_monitor_recheck","title":null,"description":"Recheck an existing carrier snapshot and identify meaningful changes since the previous check. Accepts a DOT/MC/name plus the prior result or snapshot as previous_snapshot, then compares authority, identity, insurance summary, BASIC alerts, crashes, out-of-service indicators, safety rating, and verdict. Returns unchanged/changed status, a severity, field-level changes, and the next reviewer action. Store the returned current_snapshot in your own system and call this on a schedule; LiveDataLink does not silently retain customer watchlists.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"mc":{"type":"integer","description":"MC/MX number without the prefix."},"dot":{"type":"integer","description":"USDOT number (preferred)."},"name":{"type":"string","description":"Carrier legal name when DOT/MC is unavailable."},"format":{"enum":["markdown","json"],"type":"string","description":"Report format. Defaults to markdown."},"previous_snapshot":{"description":"Prior carrier_vetting result or JSON snapshot returned by an earlier call."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Carrier Monitor Recheck","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"carrier_vetting_batch","title":null,"description":"Vet a batch of up to 10 US motor carriers by USDOT number in one workflow call. Returns one GO/CAUTION/NO-GO result per carrier, source coverage and failures, key authority/insurance/safety signals, and an export in markdown (default), JSON, or CSV. Use this to screen a broker's candidate list or lane roster; each carrier is evaluated independently so one missing or unavailable record does not hide the others. This is an analytical aid, not a substitute for direct FMCSA verification.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["dot_numbers"],"properties":{"format":{"enum":["markdown","json","csv"],"type":"string","description":"Export format. Defaults to markdown."},"dot_numbers":{"type":"array","items":{"type":"integer"},"description":"1-10 USDOT numbers. A comma-separated string is also accepted for agent convenience."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Carrier Vetting Batch","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"carrier_vetting_evidence_pack","title":null,"description":"Produce an auditable Carrier Vetting Pack for a freight broker. Resolve a US motor carrier by USDOT, MC, or legal name, then return the GO/CAUTION/NO-GO verdict, the exact FMCSA authority/insurance/safety evidence, sanctions/court/federal-award checks, source coverage and failures, retrieval timestamp, primary-source links, and a broker follow-up checklist. This is the evidence-first companion to carrier_vetting_score: use it when a human reviewer needs to save or forward the record. It is an analytical aid, not a substitute for direct FMCSA insurance and authority verification.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"mc":{"type":"integer","description":"MC/MX number without the prefix."},"dot":{"type":"integer","description":"USDOT number (preferred exact identifier)."},"name":{"type":"string","description":"Legal carrier name when DOT/MC is unavailable."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Carrier Vetting Evidence Pack","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"carrier_vetting_score","title":null,"description":"Vet a US motor carrier (trucking company) for a freight-brokerage review, in one call. Give a USDOT number, MC number, or carrier name. Joins FMCSA public safety data (operating authority, insurance on file, crash and out-of-service history vs the national average, safety rating, and CSA BASIC indicators where FMCSA publishes them) with sanctions screening (OFAC/UN/EU/BIS on the carrier's legal name), federal-court litigation history (CourtListener), and USAspending federal awards. Returns a GO / CAUTION / NO-GO decision-support result with reasons and the underlying fields. NO-GO is triggered by a sanctions match or lack of active operating authority; CAUTION by published BASIC alerts, fatal crashes, missing required liability insurance, high out-of-service rates, litigation, or an unavailable source. This is an analytical aid, not a substitute for your own carrier-onboarding checks.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"mc":{"type":"integer","description":"MC (motor carrier) number, without the 'MC-' prefix. Used if no DOT number is given."},"dot":{"type":"integer","description":"USDOT number of the carrier (most precise). Example: 76830."},"name":{"type":"string","description":"Carrier legal name, used if no DOT/MC number is given. The top FMCSA name match is vetted; prefer a DOT number for an exact carrier."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Carrier Vetting Score","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"caselaw_case_details","title":null,"description":"Get full metadata for a single case by its CAP id (name, citations, court, jurisdiction, decision date, reporter location, and the source URL for its full text).","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["id"],"properties":{"id":{"type":"integer","description":"CAP case id, e.g. 11301409 (Brown v. Board of Education)."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Caselaw Case Details","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"caselaw_citation_lookup","title":null,"description":"Resolve a reporter citation (e.g. '347 U.S. 483', '347 U. S. 483', '384 U.S. 436') to the case it identifies. Matches official and parallel citations. Returns the case metadata including its CAP id for use with caselaw_opinion_text.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["citation"],"properties":{"citation":{"type":"string","description":"A reporter citation, e.g. '347 U.S. 483'."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Caselaw Citation Lookup","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"caselaw_opinion_text","title":null,"description":"Fetch the full opinion text of a case on demand by its CAP id. Text is retrieved live from the public-domain CAP static mirror (not stored), and includes each opinion (majority, dissent, concurrence) with its author. Use max_chars to bound the response.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["id"],"properties":{"id":{"type":"integer","description":"CAP case id (from caselaw_search / caselaw_citation_lookup)."},"max_chars":{"type":"integer","maximum":500000,"minimum":1000,"description":"Maximum total characters of opinion text (default 50000, max 500000)."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Caselaw Opinion Text","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"caselaw_search","title":null,"description":"Search US court opinions (Caselaw Access Project, public domain) by case name / keyword, court, jurisdiction, and decision-date range. Returns matching case metadata with CAP ids and citations. Use caselaw_opinion_text with a returned id to read the full opinion. Note: v1 index covers the U.S. Reports reporter (official US Supreme Court reporter).","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"court":{"type":"string","description":"Optional court-name fragment, e.g. 'Supreme Court'."},"limit":{"type":"integer","maximum":100,"minimum":1,"description":"Maximum rows to return (default 25, max 100)."},"query":{"type":"string","description":"Case name or keyword, e.g. 'Brown Board Education', 'Miranda'."},"end_date":{"type":"string","description":"Optional ISO date upper bound (YYYY-MM-DD)."},"start_date":{"type":"string","description":"Optional ISO date lower bound (YYYY-MM-DD)."},"jurisdiction":{"type":"string","description":"Optional jurisdiction fragment, e.g. 'United States'."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Caselaw Search","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cdc_dataset_query","title":null,"description":"Generic SoQL query against any data.cdc.gov dataset. Use this when none of the curated tools fit. Accepts a 4x4 Socrata ID and a where-clause. SoQL reference: https://dev.socrata.com/docs/queries/","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["dataset"],"properties":{"limit":{"type":"integer","maximum":1000,"minimum":1,"description":"Max rows (default 50)"},"order":{"type":"string","description":"SoQL order clause (e.g. 'date DESC')"},"where":{"type":"string","description":"SoQL where clause (e.g. \"state='Texas' AND year=2024\")"},"select":{"type":"string","description":"SoQL select clause (default '*')"},"dataset":{"type":"string","description":"Socrata 4x4 dataset ID (e.g. 'muzy-jte6')"}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cdc Dataset Query","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cdc_drug_overdose_deaths","title":null,"description":"CDC drug overdose deaths by state and indicator (9j2v-jamp). 12-month rolling counts. Useful for opioid/fentanyl/stimulant policy research and treatment-program siting.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"limit":{"type":"integer","maximum":1000,"minimum":1,"description":"Max rows (default 50)"},"indicator":{"type":"string","description":"Drug class (e.g. 'Opioids (T40.0-T40.4,T40.6)', 'Synthetic opioids, excl. methadone (T40.4)')"},"state_name":{"type":"string","description":"Full state name"}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cdc Drug Overdose Deaths","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cdc_excess_deaths_covid","title":null,"description":"CDC excess deaths associated with COVID-19 (xkkf-xrst). Modeled expected vs observed deaths by state and week. Used to estimate true pandemic impact beyond reported COVID deaths.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"limit":{"type":"integer","maximum":1000,"minimum":1,"description":"Max rows (default 50)"},"state":{"type":"string","description":"Full state name (e.g. 'Texas') or 'United States'"},"outcome":{"type":"string","description":"Outcome (e.g. 'All causes', 'All causes, excluding COVID-19')"}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cdc Excess Deaths Covid","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cdc_flu_surveillance","title":null,"description":"CDC FluView state-level influenza surveillance (vh55-3he6). Returns weekly ILI (influenza-like illness) activity levels per state.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"limit":{"type":"integer","maximum":500,"minimum":1,"description":"Max rows (default 50)"},"season":{"type":"string","description":"Flu season (e.g. '2023-24')"},"statename":{"type":"string","description":"Full state name"}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cdc Flu Surveillance","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cdc_leading_causes_of_death","title":null,"description":"NCHS leading causes of death by state (bi63-dtpu). Returns total deaths and age-adjusted death rates per cause per state per year. Useful for chronic disease + injury mortality research.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"year":{"type":"integer","description":"Year"},"limit":{"type":"integer","maximum":1000,"minimum":1,"description":"Max rows (default 50)"},"state":{"type":"string","description":"Full state name or 'United States'"},"cause_name":{"type":"string","description":"Cause name (e.g. 'Heart disease', 'Cancer', 'Suicide')"}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cdc Leading Causes Of Death","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cdc_outbreak_reports","title":null,"description":"CDC NORS foodborne / waterborne / enteric outbreak reports (iezt-77pi). Returns outbreak date, state, etiology, illnesses, hospitalizations, deaths, and implicated food/exposure.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"year":{"type":"integer","description":"Outbreak year"},"limit":{"type":"integer","maximum":1000,"minimum":1,"description":"Max rows (default 50)"},"state":{"type":"string","description":"Full state name"},"etiology":{"type":"string","description":"Causative agent (e.g. 'Salmonella', 'Norovirus', 'E. coli')"}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cdc Outbreak Reports","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cdc_vaccination_coverage","title":null,"description":"COVID-19 vaccination coverage by US county (8xkx-amqh). Returns booster + primary series percentages over time. Useful for public-health gap analysis.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"limit":{"type":"integer","maximum":500,"minimum":1,"description":"Max rows (default 50)"},"recip_state":{"type":"string","description":"Two-letter state code (e.g. 'CA')"},"recip_county":{"type":"string","description":"County name"}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cdc Vaccination Coverage","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cdc_weekly_deaths_by_state","title":null,"description":"CDC weekly provisional deaths by state and cause (NCHS dataset muzy-jte6). Returns all-cause and selected-cause death counts per state per ISO week. Useful for excess-mortality and respiratory-disease seasonality analysis.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"year":{"type":"integer","description":"Year (e.g. 2024)"},"cause":{"type":"string","description":"Cause category (e.g. 'All Cause', 'COVID-19 (U071, Multiple Cause of Death)', 'Influenza and pneumonia')"},"limit":{"type":"integer","maximum":1000,"minimum":1,"description":"Max rows (default 50)"},"state":{"type":"string","description":"Full state name or 'United States' for national. Default 'United States'."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cdc Weekly Deaths By State","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"census_business","title":null,"description":"Business establishments, employment, and annual payroll from County Business Patterns. Optional NAICS industry filter. Used for industry research, competitive intel, supply chain analysis.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["level"],"properties":{"msa":{"type":"string","description":"5-digit Metropolitan Statistical Area code. Required for msa level."},"year":{"type":"integer","description":"ACS 5-year endpoint year (default 2023)."},"zcta":{"type":"string","description":"5-digit ZIP Code Tabulation Area. Required for zcta level."},"level":{"enum":["us","state","county","zcta","place","tract","msa"],"type":"string","description":"Geography level: 'us', 'state', 'county', 'zcta' (ZIP), 'place' (city), 'tract', 'msa'."},"naics":{"type":"string","description":"Optional NAICS 2017 industry code (2 to 6 digits). E.g. '23' for Construction, '54' for Professional Services."},"place":{"type":"string","description":"Census place FIPS (city). Required for place level."},"state":{"type":"string","description":"2-letter state code (e.g. 'TX') or 2-digit FIPS. Required for state/county/place/tract levels."},"tract":{"type":"string","description":"6-digit census tract code. Use '*' for all tracts in a county."},"county":{"type":"string","description":"3-digit county FIPS. Use '*' for all counties in a state. Required for county/tract levels."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Census Business","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"census_commute_employment","title":null,"description":"Labor force, unemployment, commute times, public transit usage, work-from-home rates for a US geography. Used for site selection, workforce analysis, commercial real estate.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["level"],"properties":{"msa":{"type":"string","description":"5-digit Metropolitan Statistical Area code. Required for msa level."},"year":{"type":"integer","description":"ACS 5-year endpoint year (default 2023)."},"zcta":{"type":"string","description":"5-digit ZIP Code Tabulation Area. Required for zcta level."},"level":{"enum":["us","state","county","zcta","place","tract","msa"],"type":"string","description":"Geography level: 'us', 'state', 'county', 'zcta' (ZIP), 'place' (city), 'tract', 'msa'."},"place":{"type":"string","description":"Census place FIPS (city). Required for place level."},"state":{"type":"string","description":"2-letter state code (e.g. 'TX') or 2-digit FIPS. Required for state/county/place/tract levels."},"tract":{"type":"string","description":"6-digit census tract code. Use '*' for all tracts in a county."},"county":{"type":"string","description":"3-digit county FIPS. Use '*' for all counties in a state. Required for county/tract levels."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Census Commute Employment","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"census_demographics","title":null,"description":"Race, ethnicity, and age breakdown for a US geography. Returns counts for white, black, Asian, AIAN, NHPI, other, two-or-more, plus Hispanic/Latino total and median age. Source: ACS 5-year.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["level"],"properties":{"msa":{"type":"string","description":"5-digit Metropolitan Statistical Area code. Required for msa level."},"year":{"type":"integer","description":"ACS 5-year endpoint year (default 2023)."},"zcta":{"type":"string","description":"5-digit ZIP Code Tabulation Area. Required for zcta level."},"level":{"enum":["us","state","county","zcta","place","tract","msa"],"type":"string","description":"Geography level: 'us', 'state', 'county', 'zcta' (ZIP), 'place' (city), 'tract', 'msa'."},"place":{"type":"string","description":"Census place FIPS (city). Required for place level."},"state":{"type":"string","description":"2-letter state code (e.g. 'TX') or 2-digit FIPS. Required for state/county/place/tract levels."},"tract":{"type":"string","description":"6-digit census tract code. Use '*' for all tracts in a county."},"county":{"type":"string","description":"3-digit county FIPS. Use '*' for all counties in a state. Required for county/tract levels."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Census Demographics","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"census_geography_lookup","title":null,"description":"Look up Census FIPS codes by name. Supports state name or 2-letter code, ZIP code (5 digits), and (for state) substring matching. Use this to find the FIPS codes needed by other census_* tools.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["query"],"properties":{"level":{"enum":["state","county","zcta","place"],"type":"string","description":"Optional filter: state, county, zcta, place."},"limit":{"type":"integer","maximum":100,"minimum":1,"description":"Max matches (default 10)."},"query":{"type":"string","description":"Free-text: state name ('Texas'), state code ('TX'), or 5-digit ZIP ('77301')."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Census Geography Lookup","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"census_income_housing","title":null,"description":"Median household income, per capita income, housing units, owner vs renter occupancy, median home value, median gross and contract rent for a US geography. Used for real estate AI, market analysis, location-based pricing.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["level"],"properties":{"msa":{"type":"string","description":"5-digit Metropolitan Statistical Area code. Required for msa level."},"year":{"type":"integer","description":"ACS 5-year endpoint year (default 2023)."},"zcta":{"type":"string","description":"5-digit ZIP Code Tabulation Area. Required for zcta level."},"level":{"enum":["us","state","county","zcta","place","tract","msa"],"type":"string","description":"Geography level: 'us', 'state', 'county', 'zcta' (ZIP), 'place' (city), 'tract', 'msa'."},"place":{"type":"string","description":"Census place FIPS (city). Required for place level."},"state":{"type":"string","description":"2-letter state code (e.g. 'TX') or 2-digit FIPS. Required for state/county/place/tract levels."},"tract":{"type":"string","description":"6-digit census tract code. Use '*' for all tracts in a county."},"county":{"type":"string","description":"3-digit county FIPS. Use '*' for all counties in a state. Required for county/tract levels."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Census Income Housing","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"census_population","title":null,"description":"Get total population for a US geography (state, county, ZIP/ZCTA, city, census tract, MSA, or national). Returns total, male, female, and median age. Used for market sizing, location intelligence, demographic analysis.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["level"],"properties":{"msa":{"type":"string","description":"5-digit Metropolitan Statistical Area code. Required for msa level."},"year":{"type":"integer","description":"ACS 5-year endpoint year (default 2023)."},"zcta":{"type":"string","description":"5-digit ZIP Code Tabulation Area. Required for zcta level."},"level":{"enum":["us","state","county","zcta","place","tract","msa"],"type":"string","description":"Geography level: 'us', 'state', 'county', 'zcta' (ZIP), 'place' (city), 'tract', 'msa'."},"place":{"type":"string","description":"Census place FIPS (city). Required for place level."},"state":{"type":"string","description":"2-letter state code (e.g. 'TX') or 2-digit FIPS. Required for state/county/place/tract levels."},"tract":{"type":"string","description":"6-digit census tract code. Use '*' for all tracts in a county."},"county":{"type":"string","description":"3-digit county FIPS. Use '*' for all counties in a state. Required for county/tract levels."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Census Population","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cfpb_complaint_aggregations","title":null,"description":"Aggregate complaint counts by a single facet (product, issue, company, state, company_response, or submitted_via). Useful for ranking companies by complaint volume or finding the most common issue categories.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["facet"],"properties":{"facet":{"enum":["product","issue","company","state","company_response","submitted_via"],"type":"string","description":"Field to aggregate by"},"company":{"type":"string","description":"Optional company filter"}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cfpb Complaint Aggregations","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cfpb_complaint_detail","title":null,"description":"Fetch a single CFPB complaint by complaint_id. Returns the full record including narrative if consented.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["complaint_id"],"properties":{"complaint_id":{"type":"string","description":"CFPB complaint ID"}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cfpb Complaint Detail","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cfpb_complaint_trends","title":null,"description":"Time-series trends of complaint volume. lens=overview shows total complaints over time; lens=product shows by product; lens=company shows by company; lens=issue shows by issue. Interval can be month, quarter, or year.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["lens"],"properties":{"lens":{"enum":["overview","product","issue","company"],"type":"string","description":"Trend dimension"},"product":{"type":"string","description":"Filter to a specific product"},"sub_lens":{"type":"string","description":"Optional sub-dimension"},"trend_depth":{"type":"integer","maximum":20,"minimum":1,"description":"Top N to track (default 5)"},"trend_interval":{"enum":["month","quarter","year"],"type":"string","description":"Time bucket size"},"date_received_max":{"type":"string","description":"YYYY-MM-DD upper bound"},"date_received_min":{"type":"string","description":"YYYY-MM-DD lower bound"}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cfpb Complaint Trends","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cfpb_search_complaints","title":null,"description":"Search the CFPB Consumer Complaint Database (4M+ complaints submitted against financial companies since 2011). Filter by free-text term, company, product, state, date range, and narrative-presence. Returns complaint metadata plus public narratives when available.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"from":{"type":"integer","minimum":0,"description":"Pagination offset (default 0)"},"size":{"type":"integer","maximum":100,"minimum":1,"description":"Page size (default 25, max 100)"},"state":{"type":"string","description":"Two-letter state code"},"company":{"type":"string","description":"Exact company name (use cfpb_suggest_company for fuzzy matching)"},"product":{"type":"string","description":"CFPB product category (e.g. 'Credit reporting', 'Mortgage', 'Debt collection')"},"search_term":{"type":"string","description":"Free-text search across all complaint fields"},"has_narrative":{"type":"boolean","description":"Only complaints with consumer narratives"},"date_received_max":{"type":"string","description":"YYYY-MM-DD upper bound"},"date_received_min":{"type":"string","description":"YYYY-MM-DD lower bound"}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cfpb Search Complaints","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cfpb_state_complaints","title":null,"description":"Complaint counts and percentages per US state, with optional product filter and date range. Useful for state-level financial-consumer risk maps.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"product":{"type":"string","description":"Optional product filter"},"date_received_max":{"type":"string","description":"YYYY-MM-DD upper bound"},"date_received_min":{"type":"string","description":"YYYY-MM-DD lower bound"}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cfpb State Complaints","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cfpb_suggest_company","title":null,"description":"Auto-complete company names. Returns up to 10 suggestions matching the partial input. Use the results as exact values for cfpb_search_complaints' company parameter.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["text"],"properties":{"text":{"type":"string","description":"Partial company name"}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cfpb Suggest Company","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cftc_cot_compare","title":null,"description":"Compare the latest reported CFTC COT position for two to eight contract markets using one consistent report family, scope, and trader category. Returns stable market codes, exact dates, long/short/net positions, open interest, ranking, and provenance. Use this for 'compare managed-money positioning in oil, gold, and copper' or 'which selected market has the largest commercial net position?'. It compares published aggregates only and does not recommend trades.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["markets","report_type","category"],"properties":{"scope":{"enum":["futures_only","futures_and_options"],"type":"string","description":"Futures-only or futures-and-options-combined view. Defaults to futures_only, except CIT (combined only)."},"markets":{"type":"array","items":{"type":"string","maxLength":160,"minLength":1},"maxItems":8,"minItems":2,"description":"Two to eight exact CFTC contract codes or unambiguous names."},"category":{"type":"string","maxLength":64,"minLength":1,"description":"A category valid for the selected report_type."},"report_type":{"enum":["legacy","disaggregated","tff","cit"],"type":"string","description":"CFTC report family. Categories differ by family; use search or the evidence pack to discover available families."},"response_format":{"enum":["markdown","json"],"type":"string","description":"Human-readable markdown or machine-readable JSON. Default markdown."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cftc Cot Compare","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cftc_cot_evidence_pack","title":null,"description":"Combine all hosted official CFTC COT report-family and scope views available for one contract market into a single provenance-backed evidence pack. Surfaces open interest and the largest absolute reported category net for each view while explicitly preserving incompatible family classifications. Use this for 'build a COT evidence pack for gold' or 'show every CFTC positioning lens for crude oil'. Designed for research synthesis; not real-time data, a forecast, or trading advice.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["market"],"properties":{"market":{"type":"string","maxLength":160,"minLength":1,"description":"Exact CFTC contract market code or contract name. Search first when the name is ambiguous."},"response_format":{"enum":["markdown","json"],"type":"string","description":"Human-readable markdown or machine-readable JSON. Default markdown."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cftc Cot Evidence Pack","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cftc_cot_history","title":null,"description":"Return a bounded weekly history for one CFTC contract market, report family, scope, and trader category from the self-hosted official snapshot. Includes long, short, spreading, net, changes, percentages, open interest, pagination, source ids, and provenance. Use this for 'managed money net positions in crude oil over time', 'commercial gold COT history', or a reproducible positioning chart. Report-family categories are enforced; not trading advice.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["market","report_type","category"],"properties":{"limit":{"type":"integer","maximum":260,"minimum":1,"description":"Maximum weekly observations. Default 20."},"scope":{"enum":["futures_only","futures_and_options"],"type":"string","description":"Futures-only or futures-and-options-combined view. Defaults to futures_only, except CIT (combined only)."},"market":{"type":"string","maxLength":160,"minLength":1,"description":"Exact CFTC contract market code or contract name. Search first when the name is ambiguous."},"offset":{"type":"integer","maximum":10000,"minimum":0,"description":"Observations to skip. Default 0."},"category":{"type":"string","maxLength":64,"minLength":1,"description":"Family-specific category: noncommercial/commercial; producer_merchant_processor_user/swap_dealer/managed_money/other_reportables; dealer_intermediary/asset_manager_institutional/leveraged_funds/other_reportables; or noncommercial_ex_cit/commercial_ex_cit/commodity_index_trader."},"end_date":{"type":"string","pattern":"^\\d{4}-\\d{2}-\\d{2}$","description":"Optional latest report date, YYYY-MM-DD."},"start_date":{"type":"string","pattern":"^\\d{4}-\\d{2}-\\d{2}$","description":"Optional earliest report date, YYYY-MM-DD."},"report_type":{"enum":["legacy","disaggregated","tff","cit"],"type":"string","description":"CFTC report family. Categories differ by family; use search or the evidence pack to discover available families."},"response_format":{"enum":["markdown","json"],"type":"string","description":"Human-readable markdown or machine-readable JSON. Default markdown."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cftc Cot History","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cftc_cot_latest","title":null,"description":"Return the latest available official CFTC COT position snapshot for one contract market across every hosted report family and scope. Includes open interest, long/short/spreading positions, net arithmetic, percentages, trader counts when published, exact report date, source record ids, and provenance. Use this for 'latest managed-money positioning in crude oil' or 'show current COT categories for gold'. It describes delayed aggregate positions, not a trade signal or recommendation.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["market"],"properties":{"market":{"type":"string","maxLength":160,"minLength":1,"description":"Exact CFTC contract market code or contract name. Search first when the name is ambiguous."},"response_format":{"enum":["markdown","json"],"type":"string","description":"Human-readable markdown or machine-readable JSON. Default markdown."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cftc Cot Latest","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cftc_cot_search_markets","title":null,"description":"Search contract markets in LiveDataLink's self-hosted official CFTC Commitments of Traders snapshot. Returns stable CFTC contract market codes, names, commodity/exchange labels, available report families and scopes, latest date, pagination, and snapshot provenance. Use this for 'find the CFTC code for gold', 'which COT markets cover crude oil?', or to resolve an identifier before a history call. Aggregate US futures and options markets only; not quotes or prices.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"limit":{"type":"integer","maximum":100,"minimum":1,"description":"Maximum markets. Default 20."},"query":{"type":"string","maxLength":120,"minLength":1,"description":"Commodity, contract, exchange, or exact contract market code."},"scope":{"enum":["futures_only","futures_and_options"],"type":"string","description":"Futures-only or futures-and-options-combined view. Defaults to futures_only, except CIT (combined only)."},"offset":{"type":"integer","maximum":10000,"minimum":0,"description":"Markets to skip. Default 0."},"report_type":{"enum":["legacy","disaggregated","tff","cit"],"type":"string","description":"CFTC report family. Categories differ by family; use search or the evidence pack to discover available families."},"response_format":{"enum":["markdown","json"],"type":"string","description":"Human-readable markdown or machine-readable JSON. Default markdown."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cftc Cot Search Markets","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"chemical_hazards","title":null,"description":"Return the public GHS (Globally Harmonized System) hazard classification for a chemical from the NIH/NLM PubChem database (keyless, public-domain data). Given a chemical name or PubChem CID, it resolves the compound and returns the GHS signal word (Danger/Warning) and the list of GHS hazard statements (e.g. 'H302: Harmful if swallowed'). If PubChem has no GHS classification on file for the compound, that is reported gracefully. This is informational public GHS classification data, not regulatory guidance or a safety data sheet - verify against an official SDS before handling any chemical.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["query"],"properties":{"query":{"type":"string","description":"A chemical name (e.g. 'acetone', 'aspirin') or a numeric PubChem CID."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Chemical Hazards","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"chemical_lookup","title":null,"description":"Resolve a chemical name (e.g. 'aspirin', 'caffeine') or a PubChem CID to its core identity and physical properties using the NIH/NLM PubChem public database (keyless, public-domain data). Returns the PubChem Compound ID (CID), IUPAC systematic name, molecular formula, molecular weight (g/mol), and the canonical SMILES structure string. Use it to disambiguate a substance and obtain a stable CID join key for further chemistry or safety lookups.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["query"],"properties":{"query":{"type":"string","description":"A chemical name (e.g. 'aspirin', 'sodium chloride') or a numeric PubChem CID (e.g. '2244')."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Chemical Lookup","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"clinical_site_selector","title":null,"description":"One-call clinical-trial-activity + local-specialist-availability read for a medical condition in a US geography - the question a trial sponsor, CRO, or site-feasibility analyst asks before choosing where to run a study. Joins three keyless public sources: ClinicalTrials.gov (exact count of RECRUITING trials for the condition, scoped to the geography and compared to the national total, plus the top lead sponsors and phase mix from the recruiting sample), the NPPES NPI Registry (local specialist availability - how many providers carry a specialty taxonomy relevant to the condition in the area, across physicians and NPs/PAs/pharmacists/RNs in the field), and optionally US Census ACS population context for the state (needs a Census key; degrades gracefully). The condition is mapped to a provider specialty heuristically; pass an explicit 'specialty' to override. Returns a readable brief with a headline banding trial activity (HIGH/MODERATE/LOW/NONE) and specialist availability. A source that fails is noted, not fatal. INFORMATIONAL research / site-feasibility synthesis, NOT medical advice or a directive to enroll in any trial.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["condition"],"properties":{"city":{"type":"string","description":"Optional city to further localize the trial-location and provider search (e.g. 'Houston'); use with state."},"state":{"type":"string","description":"Optional 2-letter US state to scope trial and provider counts (e.g. 'TX'). Omit for a national read."},"condition":{"type":"string","description":"Medical condition / disease to evaluate (e.g. 'melanoma', 'type 2 diabetes', 'Alzheimer disease')."},"specialty":{"type":"string","description":"Optional NPPES specialty taxonomy keyword to override the condition-to-specialty mapping (e.g. 'Cardiology', 'Endocrinology')."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Clinical Site Selector","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cms_home_health_search","title":null,"description":"Search Medicare-certified home health agencies from CMS Home Health Compare. Returns agency name, address, services offered, and quality ratings.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"limit":{"type":"integer","maximum":100,"minimum":1,"description":"Max results (default 25)"},"state":{"type":"string","description":"Two-letter state code (e.g. 'CA', 'NY')"},"offset":{"type":"integer","minimum":0,"description":"Pagination offset (default 0)"},"name_contains":{"type":"string","description":"Partial provider name match"}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cms Home Health Search","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cms_hospice_search","title":null,"description":"Search Medicare-certified hospice agencies from CMS Hospice Compare. Returns provider name, address, ownership, and quality measures.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"limit":{"type":"integer","maximum":100,"minimum":1,"description":"Max results (default 25)"},"state":{"type":"string","description":"Two-letter state code (e.g. 'CA', 'NY')"},"offset":{"type":"integer","minimum":0,"description":"Pagination offset (default 0)"},"name_contains":{"type":"string","description":"Partial provider name match"}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cms Hospice Search","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cms_hospital_search","title":null,"description":"Search Medicare-certified hospitals from the CMS Hospital General Information dataset. Returns facility name, address, ownership type, emergency-services flag, and CMS overall star rating (1-5). Filter by state, city, and partial facility-name match.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"city":{"type":"string","description":"City name (case-insensitive)"},"limit":{"type":"integer","maximum":100,"minimum":1,"description":"Max results (default 25)"},"state":{"type":"string","description":"Two-letter state code (e.g. 'CA', 'NY')"},"offset":{"type":"integer","minimum":0,"description":"Pagination offset (default 0)"},"name_contains":{"type":"string","description":"Partial provider name match"}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cms Hospital Search","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cms_nursing_home_search","title":null,"description":"Search Medicare-certified nursing homes from CMS Nursing Home Compare. Returns name, address, ownership, certification status, total beds, and quality measures.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"limit":{"type":"integer","maximum":100,"minimum":1,"description":"Max results (default 25)"},"state":{"type":"string","description":"Two-letter state code (e.g. 'CA', 'NY')"},"offset":{"type":"integer","minimum":0,"description":"Pagination offset (default 0)"},"name_contains":{"type":"string","description":"Partial provider name match"}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cms Nursing Home Search","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"college_accreditation","title":null,"description":"Current institutional accreditation status, accreditor, and (when published by DAPIP) last action date and programmatic accreditations.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["unit_id"],"properties":{"unit_id":{"type":"string","description":"IPEDS UNITID."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"College Accreditation","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"college_compare","title":null,"description":"Side-by-side comparison of 2-5 schools across cost, outcomes, and admissions metrics. Pass UNITIDs.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["unit_ids"],"properties":{"unit_ids":{"type":"array","items":{"type":"string"},"maxItems":5,"minItems":2,"description":"Array of 2-5 IPEDS UNITIDs."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"College Compare","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"college_demographics","title":null,"description":"Student-body demographics for one school: race/ethnicity, gender, age (under/over 25), and geographic origin (in-state, out-of-state, foreign).","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["unit_id"],"properties":{"unit_id":{"type":"string","description":"IPEDS UNITID."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"College Demographics","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"college_metrics","title":null,"description":"Cost and outcome metrics for one school: published tuition (in-state and out-of-state), average net price, six-year graduation rate, first-year retention, median earnings ten years after entry, admission rate, and SAT/ACT ranges.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["unit_id"],"properties":{"unit_id":{"type":"string","description":"IPEDS UNITID (Scorecard 'id')."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"College Metrics","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"college_outcomes_by_program","title":null,"description":"Program-level outcomes (4-digit CIP code) for one school: median earnings one year after completion, median debt at completion, and award counts.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["unit_id"],"properties":{"unit_id":{"type":"string","description":"IPEDS UNITID."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"College Outcomes By Program","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"college_search","title":null,"description":"Search US colleges and universities by name, state, control type, size, or accreditor. Returns matching institutions with location, control, predominant degree, and enrollment.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"name":{"type":"string","description":"Substring of the institution name."},"size":{"enum":["very_small","small","medium","large","very_large"],"type":"string","description":"Carnegie size bucket."},"limit":{"type":"number","description":"Max results, 1-100. Default 25."},"state":{"type":"string","description":"Two-letter state code (e.g. TX)."},"control":{"enum":["public","private_nonprofit","private_forprofit"],"type":"string","description":"Institutional control."},"accreditor":{"type":"string","description":"Substring match against the school's institutional accreditor."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"College Search","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"college_trends","title":null,"description":"Multi-year trend for one school sourced from the Urban Institute Education Data Portal (IPEDS). Choose a metric (enrollment, graduation_rate, retention, cost) and a year range.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["unit_id","metric","start_year","end_year"],"properties":{"metric":{"enum":["enrollment","graduation_rate","retention","cost"],"type":"string","description":"Trend metric."},"unit_id":{"type":"string","description":"IPEDS UNITID."},"end_year":{"type":"number","description":"Last academic year, e.g. 2022."},"start_year":{"type":"number","description":"First academic year, e.g. 2010."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"College Trends","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"college_value_score","title":null,"description":"One-call 'is this degree worth the cost' read for a US college (and optionally a named program). Joins the College Scorecard / IPEDS education domain (average net price, six-year completion rate, median earnings ten years after entry, and - when a program is named - program-level median debt and 1-year earnings) with a keyless BLS wage context (CES average hourly earnings, annualized) to place those earnings against the broad US private-sector wage. Returns a plain read - STRONG VALUE / FAIR / WEAK VALUE / INSUFFICIENT DATA - with the cost-vs-earnings evidence itemized and each sub-signal scored. A source that fails is noted, not fatal. Premium cross-source synthesis; Scorecard earnings cover federally-aided students only and lag by years. Informational only, not admissions, financial, or career advice.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["college"],"properties":{"state":{"type":"string","description":"Optional 2-letter state to disambiguate the school name (e.g. 'OH')."},"college":{"type":"string","description":"US college/university name (e.g. 'University of Michigan', 'Ohio State University')."},"program":{"type":"string","description":"Optional program name or CIP prefix (e.g. 'Nursing', 'Computer Science') to add program-level debt-vs-earnings evidence."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"College Value Score","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"company_complaint_profile","title":null,"description":"One-call CONSUMER-RISK read for a company or brand, LED by the consumer-complaint picture. Joins three public-record legs, CFPB first: CFPB Consumer Complaint Database (complaint volume for the company plus the top complaint products and issues - the primary signal), product recalls (CPSC consumer products + openFDA drug/device/food enforcement, keyed by the company), and federal-court litigation (CourtListener dockets whose caption actually names the company). Returns a rolled-up read (LOW / MODERATE / ELEVATED consumer-risk signals) that leads with complaint volume and the top complaint products/issues, then folds in recall count and severity (FDA Class I / death-related = high) and litigation hits (total + last-3-years). A leg that fails is noted, not fatal. This is consumer-complaint-centered and distinct from product_liability_screen (recall/litigation-centered for manufacturers). NHTSA vehicle recalls need a specific year+make+model so are out of scope here (use recall_screen for a vehicle). Premium cross-source synthesis; informational public-record synthesis, NOT legal advice.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["company"],"properties":{"since":{"type":"string","description":"Optional lower-bound date (YYYY-MM-DD) for FDA recalls."},"state":{"type":"string","description":"Optional 2-letter state to scope the CFPB complaint leg (e.g. 'CA')."},"company":{"type":"string","description":"Company or brand name to profile (e.g. 'Wells Fargo', 'Peloton')."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Company Complaint Profile","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"company_info","title":null,"description":"Get company profile and financial fundamentals. Returns sector, industry, employee count, business description, revenue, gross profit, EBITDA, profit margins, EPS, P/E ratio, forward P/E, dividend yield, beta, market cap, and shares outstanding. Use this for \"tell me about Apple\", \"what does this company do?\", \"company financials\", \"what sector is Netflix in?\", \"how many employees does Tesla have?\", or any company research question.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["symbol"],"properties":{"symbol":{"type":"string","description":"Stock ticker symbol (e.g., \"AAPL\")"}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Company Info","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"company_trust_check","title":null,"description":"One-call public-record trust read for a company - answers 'can I trust this company?' for KYB/vendor-diligence agents. Joins the LiveDataLink sources that carry a legitimacy or risk signal into a single standing read: an OFAC SDN / EU / UN / BIS sanctions screen (a hit is decisive), SEC EDGAR registration plus the latest filing date (legitimacy + recency), USAspending federal award history (the US government transacts with them), and EPA ECHO facility compliance (significant-non-compliance, penalty, and non-compliant-quarter flags). Returns a plain-English verdict band (ESTABLISHED PUBLIC-RECORD STANDING / STANDING WITH FLAGS / LIMITED FOOTPRINT / SANCTIONS SCREEN HIT), the positive signals, the flags to review, and the resolved identifiers. A source that fails is noted, not fatal. This is a public-record SIGNAL read, not a credit report, background check, or endorsement: absence of a record is not proof of wrongdoing and a match is not proof of guilt. Premium cross-source synthesis.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["company"],"properties":{"state":{"type":"string","description":"Optional 2-letter state to disambiguate the EPA facility search."},"ticker":{"type":"string","description":"Optional stock ticker hint to pin the SEC EDGAR match (e.g. 'LMT')."},"company":{"type":"string","description":"Company or organization name to check (e.g. 'Lockheed Martin', 'Acme Widgets LLC')."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Company Trust Check","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"congress_bill_actions","title":null,"description":"Get the chronological legislative action history for one bill (introductions, committee referrals, votes, becoming law). Requires Congress number, bill type, and bill number.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["congress","bill_type","bill_number"],"properties":{"limit":{"type":"number","description":"Max actions (default 50)."},"congress":{"type":"number","description":"Congress number."},"bill_type":{"enum":["hr","s","hjres","sjres","hconres","sconres","hres","sres"],"type":"string","description":"Bill type code: hr (House Bill), s (Senate Bill), hjres, sjres, hconres, sconres, hres, sres."},"bill_number":{"type":"number","description":"Bill number."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Congress Bill Actions","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"congress_bill_cosponsors","title":null,"description":"List the cosponsors of one bill with their party and state. Useful for mapping coalitions behind legislation. Requires Congress number, bill type, and bill number.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["congress","bill_type","bill_number"],"properties":{"limit":{"type":"number","description":"Max cosponsors (default 250)."},"congress":{"type":"number","description":"Congress number."},"bill_type":{"enum":["hr","s","hjres","sjres","hconres","sconres","hres","sres"],"type":"string","description":"Bill type code: hr (House Bill), s (Senate Bill), hjres, sjres, hconres, sconres, hres, sres."},"bill_number":{"type":"number","description":"Bill number."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Congress Bill Cosponsors","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"congress_bill_details","title":null,"description":"Get full detail for one bill, including title, sponsor, latest action, policy area, and a cosponsor party breakdown. Requires the Congress number, bill type, and bill number (e.g. 118, 'hr', 3076).","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["congress","bill_type","bill_number"],"properties":{"congress":{"type":"number","description":"Congress number, e.g. 118."},"bill_type":{"enum":["hr","s","hjres","sjres","hconres","sconres","hres","sres"],"type":"string","description":"Bill type code: hr (House Bill), s (Senate Bill), hjres, sjres, hconres, sconres, hres, sres."},"bill_number":{"type":"number","description":"Bill number, e.g. 3076."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Congress Bill Details","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"congress_house_votes","title":null,"description":"List recent U.S. House roll-call votes for a Congress, with vote number, question, result, and date. Defaults to the current Congress.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"limit":{"type":"number","description":"Max votes (default 20)."},"congress":{"type":"number","description":"Congress number (default current, 91)."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Congress House Votes","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"congress_member_details","title":null,"description":"Get detailed profile for one member of Congress by bioguide ID (e.g. 'P000197'), including party history, terms served, and leadership roles.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["bioguide_id"],"properties":{"bioguide_id":{"type":"string","description":"Bioguide ID, e.g. 'P000197'."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Congress Member Details","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"congress_recent_laws","title":null,"description":"List bills that have become public or private law in a given Congress. Defaults to the current Congress. Use law_type 'pub' for public laws or 'priv' for private laws.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"limit":{"type":"number","description":"Max results (default 20)."},"congress":{"type":"number","description":"Congress number (default current, 91)."},"law_type":{"enum":["pub","priv"],"type":"string","description":"Law type: 'pub' or 'priv'."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Congress Recent Laws","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"congress_search_bills","title":null,"description":"Search or list recent U.S. federal bills and resolutions from Congress.gov. Returns the most recently updated bills, optionally scoped to a Congress number or filtered by a free-text query. Use this to find legislation by topic or to see what is currently moving.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"sort":{"type":"string","description":"Sort order, e.g. 'updateDate+desc' (default) or 'updateDate+asc'."},"limit":{"type":"number","description":"Max results (1-250, default 20)."},"query":{"type":"string","description":"Optional free-text keyword filter (e.g. 'inflation', 'semiconductor')."},"offset":{"type":"number","description":"Pagination offset."},"congress":{"type":"number","description":"Congress number (e.g. 91 is current). Omit for all."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Congress Search Bills","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"congress_search_members","title":null,"description":"Search members of Congress, optionally filtered by Congress number, two-letter state, and district. Returns name, party, chamber, and bioguide ID (use that ID with congress_member_details).","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"limit":{"type":"number","description":"Max results (default 20)."},"state":{"type":"string","description":"Two-letter state code, e.g. 'TX'."},"congress":{"type":"number","description":"Congress number."},"district":{"type":"number","description":"House district number."},"current_member":{"type":"boolean","description":"Limit to currently-serving members."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Congress Search Members","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"corporate_ownership_tree","title":null,"description":"One-call FULL corporate-ownership tree for a company from GLEIF (keyless CC0 reference data). Give a company name or a 20-character LEI; the tool resolves the entity, climbs to its ULTIMATE parent (top of the ownership chain), then walks DOWN from that root to list the reported direct subsidiaries plus one level of grand-subsidiaries, each with its LEI, jurisdiction, and status (entity ACTIVE/INACTIVE + LEI registration ISSUED/LAPSED). The queried entity is marked in the tree so you can see where it sits. Distinct from resolve_entity, which returns the ultimate parent plus a subsidiary COUNT only: this returns the actual subsidiary LIST/tree for M&A, diligence, and counterparty mapping. The tree is capped (about 25 nodes) so a broad conglomerate stays bounded, with an 'and N more' note where GLEIF reports additional subsidiaries. Only relationships an entity self-reports to GLEIF are shown, so coverage varies by company. A failing hierarchy hop is noted, not fatal. Informational public-record synthesis; verify against GLEIF before relying on it.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"lei":{"type":"string","description":"Optional exact 20-character LEI code to anchor the tree directly (e.g. '5493006MHB84DD0ZWV18'). Overrides a name search."},"company":{"type":"string","description":"Company / organization name (e.g. 'Alphabet Inc.', 'JPMorgan') or a 20-character LEI code. Provide this or 'lei'."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Corporate Ownership Tree","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cost_of_doing_business_index","title":null,"description":"One-call comparative 'cost of operating a business here' read for a US state (with optional metro context). Joins three independent public sources, each a real operating-cost dimension expressed RELATIVE to the US national average (national = 1.00) so the result is a readable, comparable index: LABOR cost from BLS QCEW private-sector average annual pay across all industries (keyless), ENERGY cost from EIA retail electricity price for the commercial and industrial sectors (state vs national), and local CONTEXT from US Census ACS median household income, per-capita income, and median gross rent (needs a Census key; degrades gracefully). Returns a headline relative-cost banding (LOW / MODERATE / HIGH cost vs national) from a labor-weighted composite of the labor and energy indices, with each dimension's numbers and its own banding shown. Labor and energy are state-level; a supplied metro refines the context leg and label only. A source that fails is noted, not fatal. Informational, not a guarantee.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["state"],"properties":{"metro":{"type":"string","description":"Optional 5-digit CBSA/metro code (e.g. '12420' for Austin, TX) to refine the Census local-context leg and the label. Labor and energy remain state-level."},"state":{"type":"string","description":"US state as a 2-letter code (e.g. 'TX', 'CA', 'NY') or 2-digit FIPS (e.g. '48'). Required."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cost Of Doing Business Index","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"counterparty_risk_score","title":null,"description":"Compute a composite 0-100 Counterparty Risk Score for a company name. Combines findings from sanctions screening (OFAC/UN/EU/BIS), SEC EDGAR (registered-filer signal), federal courts (litigation history), EPA ECHO (environmental enforcement), and USAspending (federal contract vetting) into a single weighted metric with an explainable evidence chain. Returns: score, risk band (clean/low/moderate/elevated/high/critical), itemized evidence with citations, sources queried, sources that failed, and a plain-text summary suitable for an AI agent to surface to a user. Sanctions hits zero the score regardless of other signals. Use this when you need a single-call counterparty risk verdict instead of stitching five separate queries.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["company_name"],"properties":{"company_name":{"type":"string","description":"Company or entity name to score. Examples: 'Lockheed Martin', 'Acme Holdings BV', 'Pfizer Inc'. Common suffixes (Inc/LLC/Ltd/Corp) are normalized automatically."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Counterparty Risk Score","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"court_case_search","title":null,"description":"Search federal and state court opinions by keyword, court, judge, party name, or date range. Returns case summaries with citations.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"court":{"type":"string","description":"Court ID, e.g. 'scotus', 'ca9', 'nysd'."},"judge":{"type":"string","description":"Judge name filter."},"limit":{"type":"number","description":"Max results (1-50, default 10)."},"party":{"type":"string","description":"Party name filter."},"query":{"type":"string","description":"Free-text search query."},"date_filed_after":{"type":"string","description":"ISO date YYYY-MM-DD."},"date_filed_before":{"type":"string","description":"ISO date YYYY-MM-DD."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Court Case Search","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"court_citation_resolver","title":null,"description":"Resolve a legal citation (e.g. '410 U.S. 113') to its CourtListener case record.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["citation"],"properties":{"citation":{"type":"string","description":"Citation string, e.g. '410 U.S. 113'."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Court Citation Resolver","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"court_docket_lookup","title":null,"description":"Look up a federal docket by court ID and docket number. Returns party list and recent entries from PACER/RECAP.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["court","docket_number"],"properties":{"court":{"type":"string","description":"Court ID, e.g. 'nysd'."},"docket_number":{"type":"string","description":"Docket number, e.g. '1:23-cv-04567'."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Court Docket Lookup","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"court_judge_lookup","title":null,"description":"Look up a judge profile by name or CourtListener person ID. Returns positions, education, and bench history.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["name"],"properties":{"name":{"type":"string","description":"Judge full or partial name, or numeric person ID."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Court Judge Lookup","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"court_opinion_search","title":null,"description":"Full-text search of court opinions. Returns opinion text snippets, authors, and citations.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["query"],"properties":{"court":{"type":"string","description":"Optional court ID filter."},"limit":{"type":"number","description":"Max results (1-50, default 10)."},"query":{"type":"string","description":"Search text required."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Court Opinion Search","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"court_oral_argument_search","title":null,"description":"Search SCOTUS and federal appellate oral argument audio. Returns audio URLs and transcript snippets.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["query"],"properties":{"court":{"type":"string","description":"Optional court ID filter."},"limit":{"type":"number","description":"Max results (1-50, default 10)."},"query":{"type":"string","description":"Search text."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Court Oral Argument Search","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"court_recent_filings","title":null,"description":"Recent docket entries filed in a specific court, ordered newest first.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["court"],"properties":{"court":{"type":"string","description":"Court ID, e.g. 'nysd', 'cand'."},"limit":{"type":"number","description":"Max results (1-50, default 10)."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Court Recent Filings","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cpsc_recall_search","title":null,"description":"Search U.S. Consumer Product Safety Commission (CPSC) product recalls via SaferProducts.gov (keyless). Filter by product name/keyword, title, manufacturer, hazard, recall number, and date range. Returns recall number, date, title, products, hazards, remedy, manufacturers, injuries, and the official CPSC recall URL. Data: CPSC/SaferProducts.gov.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"limit":{"type":"integer","maximum":200,"minimum":1,"description":"Max recalls to return (default 25)."},"title":{"type":"string","description":"Recall title keyword filter."},"hazard":{"type":"string","description":"Hazard keyword filter (e.g. 'fire', 'choking', 'laceration')."},"product":{"type":"string","description":"Product name filter (e.g. 'stroller', 'space heater')."},"date_end":{"type":"string","description":"Recalls on/before this date (YYYY-MM-DD)."},"date_start":{"type":"string","description":"Recalls on/after this date (YYYY-MM-DD)."},"manufacturer":{"type":"string","description":"Manufacturer name filter."},"recall_number":{"type":"string","description":"Exact CPSC recall number (e.g. '26561')."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cpsc Recall Search","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cpsc_recent_recalls","title":null,"description":"Return the most recent U.S. CPSC product recalls (date-sorted, newest first) via SaferProducts.gov (keyless). Looks back a configurable window (default 90 days). Each result links to the official CPSC recall page. Data: CPSC/SaferProducts.gov.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"limit":{"type":"integer","maximum":100,"minimum":1,"description":"Number of recent recalls to return (default 10)."},"lookback_days":{"type":"integer","maximum":365,"minimum":1,"description":"How many days back to scan (default 90)."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cpsc Recent Recalls","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"crypto_compare","title":null,"description":"Compare 2-5 cryptocurrencies side by side. Shows price, 24-hour change, market cap, volume, and rank for each coin in a comparison table. Use this for 'compare bitcoin and ethereum', 'BTC vs ETH vs SOL', 'which is bigger bitcoin or ethereum?', 'compare top cryptos', 'crypto head to head', or any multi-coin comparison question.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["coins"],"properties":{"coins":{"anyOf":[{"type":"string"},{"type":"array","items":{"type":"string"}}],"description":"Coin names or tickers, 2-5 coins. Accept either CSV string ('bitcoin,ethereum,solana') or array (['bitcoin','ethereum','solana'])."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Crypto Compare","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"crypto_info","title":null,"description":"Get a detailed profile for any cryptocurrency including description, market data, supply info, all-time high/low, genesis date, blockchain, categories, and website links. Use this for 'tell me about bitcoin', 'what is ethereum?', 'solana info', 'describe cardano', 'crypto profile', 'coin details', or any question asking for background information about a specific cryptocurrency project.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["coin"],"properties":{"coin":{"type":"string","description":"Cryptocurrency name or ticker (e.g., 'bitcoin', 'BTC', 'ethereum')"}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Crypto Info","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"crypto_price","title":null,"description":"Get the current price and market data for any cryptocurrency. Returns price in USD, 24-hour change, market cap, volume, and all-time high. Use this for 'what's the price of bitcoin?', 'how much is ethereum?', 'solana price', 'check dogecoin', 'BTC price', 'ETH value', 'crypto price check', or any question about a specific coin's current value. Supports all major cryptocurrencies: bitcoin, ethereum, solana, cardano, ripple/XRP, dogecoin, polkadot, avalanche, chainlink, polygon/MATIC, litecoin, uniswap, stellar, cosmos, NEAR, arbitrum, optimism, aptos, sui, toncoin, shiba inu, pepe, BNB, tether/USDT, USDC, and thousands more via CoinGecko ID.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["coin"],"properties":{"coin":{"type":"string","description":"Cryptocurrency name or ticker (e.g., 'bitcoin', 'BTC', 'ethereum', 'ETH')"}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Crypto Price","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"crypto_trending","title":null,"description":"See what's trending and hot in cryptocurrency right now. Returns the top trending coins on CoinGecko based on search activity and interest. Use this for 'what's trending in crypto?', 'hot cryptocurrencies', 'trending coins', 'what crypto is popular right now?', 'crypto buzz', 'what tokens are people looking at?', or any question about current crypto market interest and momentum.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{}},"output_schema":null,"annotations":{"title":"Crypto Trending","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cve_lookup","title":null,"description":"Full detail for a single CVE by ID (format CVE-YYYY-NNNN). Returns CVSS scores, weakness IDs, references, and affected products from the NVD.","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["cve_id"],"properties":{"cve_id":{"type":"string","description":"CVE identifier, e.g. CVE-2024-3094."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cve Lookup","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"},{"name":"cve_recent","title":null,"description":"Recent CVEs published in the last N days (default 7, max 120). Optional vendor and severity filters (CRITICAL, HIGH, MEDIUM, LOW).","input_schema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"days":{"type":"number","description":"Lookback window in days (1-120)."},"limit":{"type":"number","description":"Max results (default 50)."},"vendor":{"type":"string","description":"Optional vendor filter."},"severity":{"type":"string","description":"Optional CVSS severity filter: CRITICAL, HIGH, MEDIUM, or LOW."}},"additionalProperties":false},"output_schema":null,"annotations":{"title":"Cve Recent","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-10T01:53:59.394Z"}],"next_cursor":"cve_recent","next_actions":[{"action":"list_tools","description":"Next page","href":"/v1/servers/io.github.blackboxfoundry%2Flivedatalink/tools?cursor=cve_recent&limit=100","arguments":{"name":"io.github.blackboxfoundry/livedatalink","cursor":"cve_recent","limit":100}},{"action":"get_connection","description":"Connection block to call these tools","href":"/v1/servers/io.github.blackboxfoundry%2Flivedatalink/connection?target=mcpServers","arguments":{"name":"io.github.blackboxfoundry/livedatalink","target":"mcpServers"}},{"action":"get_server","description":"Full descriptor with trust and connectability","href":"/v1/servers/io.github.blackboxfoundry%2Flivedatalink","arguments":{"name":"io.github.blackboxfoundry/livedatalink"}}]}