{
 "generated_from": [
  "web/server-card.json",
  "app/sources.py"
 ],
 "tool_count": 91,
 "tools": [
  {
   "name": "ai_models",
   "description": "Current & trending AI MODELS from the open-model ecosystem (Hugging Face) — name, org, task, popularity (likes/downloads) and release date. Use for 'what AI models are trending / newest / latest <X> model'. The open side (Llama, Qwen, DeepSeek, Mistral, Gemma, Phi); for closed flagships (GPT, Claude, Gemini, Grok) with pricing & versions use search_ai_models.",
   "vertical": "LLM Pricing & Models",
   "sources": [
    "litellm-hf"
   ],
   "license": "MIT (LiteLLM) + HF model metadata",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "ai_provider_latency",
   "description": "Measured latency & uptime for each major AI provider's API (OpenAI, Anthropic, Google, Mistral, Groq, DeepSeek, xAI) — Dynamic Feed's own measurements, fastest first. Use to pick or route to the fastest/most-reliable provider.",
   "vertical": "Proprietary",
   "sources": [
    "df-measured"
   ],
   "license": "Proprietary — Dynamic Feed",
   "commercial_use": true,
   "proprietary": true,
   "status": "live"
  },
  {
   "name": "air_quality",
   "description": "Current air quality for a city or lat/lon — PM2.5, PM10, US & European AQI, ozone, NO2, with a category (Good/Moderate/Unhealthy...). Use for 'is the air quality safe in X'.",
   "vertical": "Live Weather",
   "sources": [
    "open-meteo"
   ],
   "license": "Commercial licence (held by Dynamic Feed)",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "air_quality_fusion",
   "description": "Cross-validated air quality — two independent networks reading the same sky: the Open-Meteo CAMS model (the existing air_quality source) vs real ground monitors via OpenAQ v3 (government reference stations), with a per-pollutant (PM2.5, PM10, O3, NO2) agreement verdict (high/moderate/low/divergent), both values + the delta, and station distance/freshness caveats — the two numbers are never blended. location = an AU preset (brisbane default, sydney, melbourne, perth, adelaide), any city name (geocoded), or a 'lat,lon' string; explicit lat/lon override. Complements air_quality (single-network AQI). If one network is down the result degrades honestly to single-source (agreement: 'unverified'). Stations whose licence disallows commercial use are auto-excluded via OpenAQ's machine-readable licence flags; per-station provider attribution + licence carried in provenance.",
   "vertical": "Live Weather",
   "sources": [
    "open-meteo",
    "openaq"
   ],
   "license": "Commercial licence (held by Dynamic Feed)",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "airport_delays",
   "description": "Live FAA airport delays, ground stops, closures & ground-delay programs (US National Airspace System, keyless). By 3-letter airport code or all current disruptions.",
   "vertical": "Flights & Airports",
   "sources": [
    "faa"
   ],
   "license": "US Government work — public domain",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "au_economy",
   "description": "Official AUSTRALIAN economic indicators from the Australian Bureau of Statistics Data API (SDMX) — STATISTICS ONLY, NO prices. indicator = cpi (annual inflation, default) | cpi_quarterly | unemployment | wages | gdp. Returns the latest value (a percent), its real ABS reference period (e.g. 2026-Q1 / 2026-04), the unit/description, and a short trend (latest vs prior). CPI annual inflation is DERIVED from the ABS All-groups CPI index (ABS publishes the index, not the annual rate, as its series) — flagged derived:true with the index alongside for checking; unemployment, wage growth (WPI) and GDP growth are ABS's own published rates. Source: Australian Bureau of Statistics (data.api.abs.gov.au), CC BY 4.0; keyless, ~12 h cache (ABS releases monthly/quarterly). HARD CONSTRAINT: every value is an official statistic/index/rate (CPI index, inflation %, unemployment %, wage-growth %, GDP-growth %) — never a market price, quote, FX rate, or asset valuation. Not financial advice.",
   "vertical": "Macro",
   "sources": [
    "abs"
   ],
   "license": "CC BY 4.0 — 'All material presented on this website is provided under a Creative Commons Attribution 4.0 International licence' (abs.gov.au copyright). Commercial reuse + redistribution permitted with attribution: 'Source: Australian Bureau of Statistics. Based on Australian Bureau of Statistics data. © Commonwealth of Australia, licensed under CC BY 4.0.' Standard CC-BY exclusions (Coat of Arms, ABS logo, microdata) do not apply to these aggregate indicators.",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "au_water",
   "description": "Australian river heights + gauge rainfall near any AU location — live CC-BY-licensed gauge observations from the Bureau of Meteorology's Water Data Online (keyless KiWIS API); the Australian counterpart of water_levels (US USGS). Per station: latest river level (m) with a ~3 h rising/falling/steady trend, or rainfall totals (mm over 1/6/24 h ending at the latest reading), plus real observation timestamps + ages, distance, the data owner and the exact attribution string. location = an AU preset (brisbane default, sydney, melbourne, adelaide, hobart, darwin, canberra, perth) or a 'lat,lon' string; explicit lat/lon override. kind = river | rain | both. Only stations whose data owner is CC-BY-listed (Table 1) in the BoM rain/river licensing statement are served — per-station owner attribution carried in provenance, exclusion counts reported, WA coverage honestly partial. Observational data only — not a flood warning product; official flood warnings/watches are issued by the Bureau at bom.gov.au/australia/warnings.",
   "vertical": "Natural Hazards",
   "sources": [
    "bom-wdo"
   ],
   "license": "CC BY 4.0 (BoM written confirmation 2026-06-15: all Water Data Online is CC BY 4.0 except Snowy Hydro, which is excluded; per-station allowlist enforced); observational data only",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "aviation_weather",
   "description": "Live aviation weather — decoded METAR observations + TAF forecasts for any ICAO airport (NOAA Aviation Weather Center, public domain, keyless). Returns flight category (VFR / MVFR / IFR / LIFR), winds, visibility, ceilings and the raw METAR/TAF report — the same data a pilot sees in a preflight briefing, accessible by any AI agent or robot in one call. station = any 4-letter ICAO airport code (default YBBN = Brisbane; KJFK, EGLL, YSSY, OMDB, RJTT all served; US stations fully covered; major international airports covered via ICAO/WMO distribution to NOAA). kind = metar (default) | taf | both. Cross-reference gps_interference for GNSS outages affecting aircraft and airport_delays for FAA ground stops. Source: NOAA Aviation Weather Center (aviationweather.gov) — US Government work, public domain (17 U.S.C. § 105). CAVEAT: observational/forecast data only — not a substitute for an official preflight briefing (FAA ATIS/AFIS or an authorized flight planning service).",
   "vertical": "Flights & Airports",
   "sources": [
    "noaa-awc"
   ],
   "license": "US Government work — public domain (17 U.S.C. §105)",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "bitcoin_network",
   "description": "Live Bitcoin NETWORK telemetry — infrastructure metrics only, NO price data. metric = overview (default, full digest) | fees (recommended fee tiers sat/vB) | mempool (unconfirmed tx count + vsize + pending fees) | difficulty (current + next adjustment % + blocks until retarget) | hashrate (3-day average EH/s) | halving (blocks remaining + estimated date + current/post-halving block subsidy). Source: mempool.space public REST API (AGPL-3.0) + Blockstream Esplora (MIT) fallback. Keyless, 60 s cache. No BTC/USD or fiat price — Bitcoin NETWORK mechanics only.",
   "vertical": "bitcoin",
   "sources": [
    "mempool-space"
   ],
   "license": "mempool.space public REST API — AGPL-3.0 open-source project; public endpoint keyless, no documented commercial-data-consumption restriction; Blockstream Esplora MIT",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "carbon_intensity",
   "description": "Live electricity-grid carbon intensity (gCO2/kWh) + the generation fuel mix for a region (Carbon Intensity API, keyless). Time compute/charging for low-carbon windows.",
   "vertical": "Energy",
   "sources": [
    "neso-carbon"
   ],
   "license": "CC-BY-4.0",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "cert_check",
   "description": "Live TLS/SSL certificate check for any domain — direct handshake right now: issuer, validity window, days to expiry, SANs, negotiated TLS version. Valid? Expiring? Who issued it?",
   "vertical": "Developer & Web",
   "sources": [
    "tls-handshake"
   ],
   "license": "Measured facts — certificate metadata is public information presented by the queried server",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "check_vulnerability",
   "description": "Is this exact package (and version) vulnerable? FULL historical lookup across the entire OSV.dev corpus (Google) — every matching advisory plus the versions that fix it. Use to check a dependency, e.g. 'does lodash 4.17.10 have known CVEs?'.",
   "vertical": "Security",
   "sources": [
    "osv"
   ],
   "license": "CC-BY-4.0",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "china_data",
   "description": "China markets & macro that LLMs can't know: Shanghai Composite + Hang Seng indices, A-share & China ETF proxies (CSI 300, MSCI China A50, CSI 500, internet, tech, consumer), CNY/HKD & cross FX, plus 12 World Bank macro series (GDP, growth, CPI, exports/imports, derived trade balance, M2, FDI...). One keyless call for the current state of China's markets & economy.",
   "vertical": "Macro",
   "sources": [
    "worldbank"
   ],
   "license": "CC-BY-4.0",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "cite",
   "description": "A fresh, CITEABLE source + timestamp for a current datapoint — so you can cite it, not guess. Pass an asset (BTC, gold, EURUSD, AAPL) for a live priced value with source + as-of time, or a news topic for a current headline + source URL. Returns a ready-to-use citation string.",
   "vertical": "Ground-truth & Utility",
   "sources": [
    "df-derived"
   ],
   "license": "Proprietary — composed from the sources above",
   "commercial_use": true,
   "proprietary": true,
   "status": "live"
  },
  {
   "name": "climate_enso",
   "description": "Current El Niño/La Niña state — latest ONI anomaly + phase, official-episode check, recent seasons, and NOAA's alert status (e.g. 'El Niño Watch'). The Pacific driver of global drought/flood/bushfire risk.",
   "vertical": "Natural Hazards",
   "sources": [
    "noaa-cpc"
   ],
   "license": "US Government work — public domain",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "clinical_trials",
   "description": "Live clinical-trial registrations and status updates from ClinicalTrials.gov (US NIH/NLM registry). Returns the most-recently-updated trials, each with: NCT id, title, status (recruiting / completed / terminated / ...), phase, conditions, lead sponsor (+ class), study type, enrollment, start / primary-completion / completion dates, location count + countries, and first-posted / last-update dates. condition = disease/condition filter (melanoma, type 2 diabetes, alzheimer). query = free-text search across the whole record (intervention, sponsor, keyword — crispr, Pfizer, semaglutide). Both empty (argless default) = the most-recently-updated notable trials registry-wide. Keyless; US Government public domain (17 U.S.C. § 105), courtesy of the U.S. National Library of Medicine. Self-reported registry data — informational only, not medical advice.",
   "vertical": "Government & Compliance",
   "sources": [
    "clinicaltrials-gov"
   ],
   "license": "US Government work — public domain (17 U.S.C. §105); commercial reuse + redistribution permitted, courtesy of the U.S. National Library of Medicine",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "company_lookup",
   "description": "Resolve a company name (or exact 20-char LEI) to its authoritative global Legal Entity Identifier (LEI) + canonical legal name, address, status and local registration, from GLEIF (CC0 public domain, keyless). The deterministic join key to sanctions_screen and sec_filings.",
   "vertical": "Government & Compliance",
   "sources": [
    "gleif"
   ],
   "license": "CC0 1.0 (public domain) — GLEIF LEI Data Terms; no attribution required; no GLEIF endorsement implied",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "convert",
   "description": "Convert an amount between currencies at the live exchange rate (e.g. 100 USD to EUR).",
   "vertical": "Ground-truth & Utility",
   "sources": [
    "df-derived"
   ],
   "license": "Proprietary — composed from the sources above",
   "commercial_use": true,
   "proprietary": true,
   "status": "live"
  },
  {
   "name": "countdown",
   "description": "Time until a LIVE event you can't compute without a clock: a market open/close (NYSE, NASDAQ, LSE, TSE, HKEX, SSE, ASX, XETRA) or the next rocket launch (optionally a provider, e.g. 'next SpaceX launch'). Returns a human countdown + seconds + the target time.",
   "vertical": "Ground-truth & Utility",
   "sources": [
    "df-derived"
   ],
   "license": "Proprietary — composed from the sources above",
   "commercial_use": true,
   "proprietary": true,
   "status": "live"
  },
  {
   "name": "current_time",
   "description": "The current date and time anywhere — an LLM has no internal clock, so call this instead of guessing 'today' or 'now'. tz is an IANA timezone (e.g. America/New_York); default UTC. Returns UTC + local time, date, weekday, weekend flag, ISO week and unix time.",
   "vertical": "Ground-truth & Utility",
   "sources": [
    "df-derived"
   ],
   "license": "Proprietary — composed from the sources above",
   "commercial_use": true,
   "proprietary": true,
   "status": "live"
  },
  {
   "name": "current_weather",
   "description": "Current weather anywhere — by city name or lat/lon. Returns temperature, feels-like, wind, humidity, precipitation and conditions, live from Open-Meteo. Use instead of guessing the weather.",
   "vertical": "Live Weather",
   "sources": [
    "open-meteo"
   ],
   "license": "Commercial licence (held by Dynamic Feed)",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "detect_drift",
   "description": "Audit a batch of an AI's stated facts against live ground-truth — drift detection. Each claim is graded drifted / confirmed / unverifiable with a severity, plus a correction and source. Covers live software versions, market open/closed and service up/down. Use to catch where a model's answer has gone stale.",
   "vertical": "Ground-truth & Utility",
   "sources": [
    "df-derived"
   ],
   "license": "Proprietary — composed from the sources above",
   "commercial_use": true,
   "proprietary": true,
   "status": "live"
  },
  {
   "name": "dns_lookup",
   "description": "Live DNS records for a domain via Cloudflare DNS-over-HTTPS (keyless): A / AAAA / MX / TXT / NS / CNAME / SOA / CAA. What's actually live in DNS now.",
   "vertical": "Developer & Web",
   "sources": [
    "cloudflare-doh"
   ],
   "license": "Public DNS resolution — DNS records are facts, not copyrightable",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "drought",
   "description": "US drought severity — % of area in each D0-D4 class by week (U.S. Drought Monitor, keyless). National or by state FIPS.",
   "vertical": "Natural Hazards",
   "sources": [
    "usdm"
   ],
   "license": "Open — attribution requested",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "drug_shortages",
   "description": "US drug shortages from the FDA (openFDA, keyless) — is drug X in shortage right now, with status, reason and company. Newest updates first.",
   "vertical": "Government & Compliance",
   "sources": [
    "openfda"
   ],
   "license": "US Government work — public domain (CC0)",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "earthquakes",
   "description": "Recent earthquakes worldwide from USGS — magnitude, depth, location, PAGER impact alert (green→red, distinct from raw magnitude), tsunami flag, felt reports and significance. Use for 'recent/biggest earthquakes' or 'was there a quake near X'. Sorted by impact then magnitude.",
   "vertical": "Natural Hazards",
   "sources": [
    "usgs-eq"
   ],
   "license": "US Government work — public domain",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "econ_calendar",
   "description": "What's scheduled to move markets — upcoming US Treasury auctions (type, term, size, date) + FOMC meeting dates with the next meeting. Schedule facts only, never prices. Public-domain US government data.",
   "vertical": "Rates",
   "sources": [
    "ustreasury",
    "federalreserve"
   ],
   "license": "US Government work — public domain",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "emissions",
   "description": "National greenhouse-gas emissions for a country (ISO-3 code) + year, from Climate TRACE (CC BY 4.0, keyless): CO2/CH4/N2O + CO2-equivalent (100yr & 20yr GWP), global rank and share of world emissions. Climate TRACE's own modelled inventory; annual, lags ~1-2yr.",
   "vertical": "Energy",
   "sources": [
    "climate-trace"
   ],
   "license": "CC BY 4.0 (attribution: Climate TRACE)",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "energy_grid",
   "description": "Live US electricity grid data by region/operator (EIA v2, public domain): demand, net generation, or current fuel mix (MW). region = US48 (national) or CAISO/PJM/MISO/ERCOT/ISONE/NYISO/SPP/BPA; metric = demand|generation|mix. Hourly.",
   "vertical": "Energy",
   "sources": [
    "eia"
   ],
   "license": "US Government work — public domain",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "ephemeris",
   "description": "Solar & lunar timing for a place + day — sunrise/sunset, the full twilight set (civil/nautical/astronomical), moonrise/moonset, moon phase + illumination — from the U.S. Naval Observatory (public domain, keyless). For agent/robot daylight & moonlight gating, golden-hour windows and night-ops planning.",
   "vertical": "Space & Orbit",
   "sources": [
    "usno-aa"
   ],
   "license": "US Government work — public domain (17 U.S.C. §105)",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "exploited_vulnerabilities",
   "description": "Vulnerabilities CONFIRMED exploited in the wild — the CISA Known Exploited Vulnerabilities (KEV) catalog, each enriched with its EPSS exploitation-probability score (FIRST.org). The 'which CVEs actually matter right now' layer that pairs with security_advisories (disclosed CVEs) and check_vulnerability. Most recently catalogued first.",
   "vertical": "Security",
   "sources": [
    "cisa-kev",
    "nvd-cvss"
   ],
   "license": "US Government work — public domain (KEV); EPSS free for any use",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "fda_recalls",
   "description": "Recent FDA-regulated RECALLS & enforcement actions via openFDA — regulatory facts, NO prices. category = drug (default) | food | device. query = optional product / firm / reason search term (e.g. \"Pfizer\", \"peanut\", \"contamination\"); blank = the most recent in that category. limit = max items (default 15, cap 25). Per item: product description, recalling firm, reason for recall, classification (Class I/II/III severity), status (Ongoing/Completed/Terminated), recall-initiation date, distribution pattern, state/country, recall number. Plus a short summary, counts by classification, total_matches, and the newest recall date surfaced separately as latest_recall_date. Answers what FDA-regulated medicines / food / medical devices have been recalled lately, by whom, why, and how serious — a live public record a training snapshot can't have. DISTINCT from product_recalls (CPSC consumer goods — toys, appliances) and drug_shortages (FDA supply gaps, not defect withdrawals). Source: openFDA (api.fda.gov, U.S. FDA), U.S. Government work — public domain (CC0 1.0); keyless, ~1 h cache. INFORMATIONAL ONLY — openFDA data is NOT for clinical or safety decision-making and may be incomplete; confirm against the official FDA record before acting. HARD CONSTRAINT: every value is a regulatory/safety fact (firm, reason, class, status, date) — never a market price.",
   "vertical": "Government & Compliance",
   "sources": [
    "openfda-enforcement"
   ],
   "license": "U.S. Government work — public domain (CC0 1.0). open.fda.gov/license/: 'the content, data, documentation, code, and related materials on openFDA is public domain' and 'You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission.' Commercial use + redistribution permitted. INFORMATIONAL — not for clinical/safety decision-making; data may be incomplete.",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "federal_register",
   "description": "Recent US Federal Register documents — rules, proposed rules, notices, executive orders (keyless). What regulation took effect / what the President signed; total post-cutoff blindness for models.",
   "vertical": "Government & Compliance",
   "sources": [
    "fed-register"
   ],
   "license": "US Government work — public domain",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "flood_forecast",
   "description": "5-day river-discharge FORECAST near an Australian location — Copernicus CEMS Global Flood Awareness System (GloFAS, operational LISFLOOD control run), retrieved daily from the CEMS Early Warning Data Store and served from cache (the answer is instant — never waits on the CDS queue). The forward-looking sibling of au_water: au_water = what AU rivers are DOING (live gauges), flood_forecast = what the global model expects them to do over the next 5 days. Returns the strongest modelled river cell within ~90 km: 24 h-mean discharge (m3/s) per day for ~5 days, the peak value + day, and a rising/falling/steady trend; values are the MAX within ~25 km (0.25-deg max-pooled) cells. location = an AU preset (brisbane default, sydney, melbourne, adelaide, hobart, darwin, canberra, perth) or a 'lat,lon' string; explicit lat/lon override. Raw model guidance only — no flood thresholds or severity classifications are added, and this is NOT a flood warning; official AU flood warnings/watches are issued by the Bureau of Meteorology at bom.gov.au/australia/warnings. Attribution: contains modified Copernicus Emergency Management Service information.",
   "vertical": "Natural Hazards",
   "sources": [
    "copernicus-cems-glofas"
   ],
   "license": "CEMS-FLOODS datasets licence — free use incl. commercial; reproduction, distribution and adaptation permitted with attribution ('Contains modified Copernicus Emergency Management Service information [Year]')",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "github_releases",
   "description": "Latest releases for a GitHub repo (owner/name) — version, date, author, link — via the public releases atom feed (keyless, no rate limit). What's the newest release of a library/tool right now.",
   "vertical": "Developer & Web",
   "sources": [
    "github-releases-src"
   ],
   "license": "Public repository release metadata — versions, tags, dates",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "global_disasters",
   "description": "Active worldwide disaster alerts (GDACS) — ONE cross-hazard feed across earthquakes, tropical cyclones, floods, droughts and volcanoes, each with a Green/Orange/Red humanitarian-impact level and the affected countries. Use for 'what major disasters are happening in the world right now / in country X'. The global severity layer complementing earthquakes, wildfires and natural_events.",
   "vertical": "Natural Hazards",
   "sources": [
    "gdacs"
   ],
   "license": "Open — attribution requested",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "global_indicator",
   "description": "A flagship development statistic from Our World in Data: the latest value for a country plus a short multi-year trend, with full source attribution. ONE source, MANY indicators (breadth) — CO2 per capita, population, fertility, urbanisation, GDP-per-capita (a development stat in PPP, NOT a market price), extreme poverty, R&D spend, Human Development Index, literacy, internet & electricity access. Distinct from global_macro (World Bank): OWID adds the long-run development + climate set. indicator = a slug/alias from the curated allowlist (default co2-emissions-per-capita; aliases: co2, pop, gdp, hdi, literacy, internet, poverty, fertility, urban, rd); call indicator='list' for the menu. country = ISO-3 code (AUS, USA, CHN, GBR, IND, …); omit for the World aggregate. Source: Our World in Data (ourworldindata.org) — OWID's processing layer is CC BY 4.0, keyless; every response carries BOTH OWID's attribution AND each underlying producer's citation + licence. Only indicators whose underlying sources are cleared for commercial re-serving (CC BY / CC BY IGO / CC0 / public domain) are served — a fail-closed runtime gate refuses any non-redistributable indicator. Annual-ish statistics, not a live-telemetry feed.",
   "vertical": "Government & Compliance",
   "sources": [
    "owid"
   ],
   "license": "CC BY 4.0 (OWID-processed data/charts) — commercial use + redistribution permitted with attribution to OWID AND each underlying producer; underlying-source licences vary and are gated per indicator (a fail-closed runtime check serves ONLY CC BY / CC BY IGO / CC0 / public-domain origins — UN, World Bank, Global Carbon Project, UNDP, et al.)",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "global_macro",
   "description": "Worldwide macro indicators for ANY country from World Bank Open Data (CC-BY): GDP, growth, GDP/capita, CPI inflation, unemployment, population, trade, current account, reserves, FDI, govt debt. country = ISO code (US, GB, DE) or name; indicator = gdp | gdp_growth | cpi_inflation | unemployment | ... | all.",
   "vertical": "Macro",
   "sources": [
    "worldbank"
   ],
   "license": "CC-BY-4.0",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "gov_contracts",
   "description": "US federal contract & assistance awards from USAspending.gov (keyless, US public domain): who was awarded what, by which agency, for how much, over what period. The authoritative public spending record, routinely cross-examined in audits, FOIA and litigation. Re-served as a signed, provenance-stamped envelope; we witness the record, we never move or award funds.",
   "vertical": "Government & Compliance",
   "sources": [
    "usaspending"
   ],
   "license": "US Government work — public domain (17 U.S.C. 105); API code CC0",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "gps_interference",
   "description": "Probable GPS/GNSS interference (jamming/spoofing) over an area, measured from live ADS-B navigation integrity (the GPSJam method). Region preset (london, blacksea, baltic, easternmed, persiangulf, korea, finland, caucasus, northsea) or lat+lon. High degraded_fraction = aircraft losing GPS = probable interference. Derived by Dynamic Feed from adsb.lol (CC0).",
   "vertical": "Flights & Airports",
   "sources": [
    "adsb"
   ],
   "license": "CC0 1.0 — public domain dedication",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "grid_carbon",
   "description": "Live grid carbon intensity (gCO2/kWh): current value, trend vs ~3 hours ago, and the live generation mix by fuel. Regions: au (Australian NEM, default) | nsw | qld | vic | sa | tas (single NEM state) | uk (Great Britain) | all (AU + UK). AU values are DERIVED and honestly flagged so (method in response): live AEMO 5-minute dispatch SCADA weighted by AEMO's own CDEII per-generator CO2e emission factors — AEMO's official daily CDEII index rides alongside for cross-checking. GB values are NESO-measured. Complements carbon_intensity (UK-only, cleanest-window forecast). Keyless; AEMO general permission — any purpose with attribution — + NESO CC BY 4.0.",
   "vertical": "Energy",
   "sources": [
    "neso-carbon",
    "aemo"
   ],
   "license": "CC-BY-4.0",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "hacker_news",
   "description": "Live Hacker News stories (keyless) — the tech/AI attention layer. kind = top | new | best; optional case-insensitive title filter. Returns title, score, comments, url.",
   "vertical": "Developer & Web",
   "sources": [
    "hackernews"
   ],
   "license": "Public HN API — titles, links, scores",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "health_surveillance",
   "description": "US public-health surveillance signals from the CDC — the current level + week-over-week direction of circulating illness, not individual case data. topic = respiratory (default — emergency-department visit shares + clinical-lab test positivity for COVID-19 / influenza / RSV) | wastewater (CDC NWSS viral-activity levels in community wastewater, an early-warning leading indicator). Each metric carries its reporting week + trend. COVERAGE: United States ONLY (CDC networks); a population-level signal with reporting lag, not a real-time case count or diagnosis. Source: CDC (cdc.gov) NSSP + NWSS open datasets — US Government public domain (17 U.S.C. § 105), keyless; carries CDC attribution + the standard non-endorsement note. Informational only, not medical advice.",
   "vertical": "Government & Compliance",
   "sources": [
    "cdc"
   ],
   "license": "US Government work — public domain (17 U.S.C. §105); commercial reuse + redistribution permitted with CDC attribution + non-endorsement note",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "hurricanes",
   "description": "Active tropical cyclones from the NOAA National Hurricane Center (NHC) — tropical depressions, tropical storms, and hurricanes. Per storm: name, classification, Saffir-Simpson category, current position (lat/lon), max sustained winds (kt + km/h), minimum pressure, movement (heading + speed), and a link to the latest public advisory and cone graphic. basin = all (default) | atlantic (North Atlantic + Caribbean + Gulf of America) | epac (Eastern + Central North Pacific). Off-season or quiet periods return zero storms — the correct honest state. Source: NOAA NHC (nhc.noaa.gov) — US government public domain (17 U.S.C. § 105), keyless. Coverage: Atlantic + Eastern/Central Pacific ONLY.",
   "vertical": "Natural Hazards",
   "sources": [
    "noaa-nhc"
   ],
   "license": "US Government work — public domain (17 U.S.C. §105)",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "interest_rates",
   "description": "Live US benchmark interest rates — Effective Fed Funds Rate, SOFR, OBFR, etc. from the New York Fed. Use instead of guessing the current Fed/benchmark rate; training data is stale.",
   "vertical": "Rates",
   "sources": [
    "nyfed"
   ],
   "license": "Public — attribution",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "internet_outages",
   "description": "Live BGP routing health for a network resource (ASN like AS3215, an IP, or a prefix) from RIPEstat (RIPE NCC). Global visibility + an outage signal (healthy/degraded/outage) — a sharp visibility drop = the network is losing global reachability.",
   "vertical": "Developer & Web",
   "sources": [
    "ripestat"
   ],
   "license": "Open data — RIPE NCC routing-information service (RIS)",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "lightning_network",
   "description": "Bitcoin LIGHTNING NETWORK aggregate statistics — network infrastructure metrics only, NO price data. Returns node count, public channel count, total public channel capacity (in BTC and satoshis), average + median channel capacity, the Tor / clearnet / unannounced node split, and the average fee rate (ppm) — plus a human summary and the snapshot date. Lightning is Bitcoin's layer-2 payment network; these are its routing/topology metrics. Source: mempool.space public REST API (open-source Bitcoin explorer, AGPL-3.0). Keyless, ~10 min cache. Capacity is a NETWORK metric in BTC/sats — never a fiat valuation or market price.",
   "vertical": "bitcoin",
   "sources": [
    "mempool-space"
   ],
   "license": "mempool.space public REST API — AGPL-3.0 open-source project; public endpoint keyless, no documented commercial-data-consumption restriction; Blockstream Esplora MIT",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "live_flights",
   "description": "Live aircraft positions right now — real-time flight tracking from the OpenSky Network. Answers 'what's flying over X?' and 'where is flight Y?'. Airborne flights first.",
   "vertical": "Flights & Airports",
   "sources": [
    "adsb"
   ],
   "license": "CC0 1.0 — public domain dedication",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "marine_forecast",
   "description": "Marine / surf forecast for a coastal point — current sea state + next-24-hour outlook. Returns total significant wave height / period / direction, the swell component (long-period energy driving surf), the locally-generated wind-wave, and sea-surface temperature, plus a 24-hour wave-height band. location = AU surf/maritime presets: gold_coast (default), byron, bells_beach, margaret_river, sydney. OR pass lat and lon (decimal degrees) for any coastal point worldwide. Source: Open-Meteo Marine Weather API (CC-BY 4.0). FORECAST data — not a substitute for an official marine forecast/warning.",
   "vertical": "Live Weather",
   "sources": [
    "open-meteo"
   ],
   "license": "Commercial licence (held by Dynamic Feed)",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "market_hours",
   "description": "Is the market open right now? Live open/closed status + next open/close for major exchanges (NYSE, NASDAQ, LSE, XETRA, TSE, HKEX, ASX) plus crypto (24/7) and forex (24/5). Tells whether a price is live or a closed-market last-print.",
   "vertical": "Ground-truth & Utility",
   "sources": [
    "df-derived"
   ],
   "license": "Proprietary — composed from the sources above",
   "commercial_use": true,
   "proprietary": true,
   "status": "live"
  },
  {
   "name": "natural_events",
   "description": "Active natural events worldwide from NASA EONET — wildfires, severe storms (hurricanes/typhoons), volcanoes, floods, sea/lake ice. Use for 'what natural disasters/events are happening right now'.",
   "vertical": "Natural Hazards",
   "sources": [
    "nasa-eonet"
   ],
   "license": "US Government work — public domain",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "ocean_buoys",
   "description": "Live marine observations from NOAA NDBC ocean buoys — significant wave height & period, wave direction, wind speed/direction/gust, barometric pressure (+ 3-hour tendency), air & water temperature, dewpoint and visibility, each with the buoy's own observation timestamp + age. station = an NDBC station id (e.g. 46059, 51001, 41001). near = lat,lon string (e.g. 37.7,-123.0) or a coast preset (us west coast, us east coast, gulf of mexico, hawaii, alaska, great lakes, pacific nw, new england, florida, california, korea). No args = a default open-ocean buoy. NOAA NDBC — US government public domain, keyless.",
   "vertical": "ocean",
   "sources": [
    "noaa-ndbc"
   ],
   "license": "US Government work — public domain (17 U.S.C. §105)",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "orbital_data_centers",
   "description": "DATA CENTERS IN SPACE — curated registry of compute/AI spacecraft in orbit (Starcloud's NVIDIA H100 GPU, ESA Phi-sat-2 AI edge, D-Orbit in-orbit cloud), each enriched with live orbital data and the speed-of-light round-trip latency floor for ground links. Use for 'what compute/data centers are in space and the latency to reach them'. Unique data.",
   "vertical": "Space & Orbit",
   "sources": [
    "celestrak"
   ],
   "license": "Redistribution permitted with attribution",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "package_health",
   "description": "Health & security posture of a software package (npm/PyPI/Go/Maven/Cargo/NuGet/RubyGems) from deps.dev (Google Open Source Insights, keyless): latest version, license, known-advisory count, OpenSSF Scorecard (0-10 + weakest checks) and popularity (stars/forks). The 'should I depend on this?' check — pairs with check_vulnerability and software_version.",
   "vertical": "Security",
   "sources": [
    "depsdev"
   ],
   "license": "Public package-registry metadata (versions, declared licences, advisory counts) — facts; deps.dev API free",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "pollen_forecast",
   "description": "Airborne pollen / allergen forecast — six pollen types (alder, birch, grass, mugwort, olive, ragweed) in grains/m³, each with a plain-English severity band (low / moderate / high / very high), for a hay-fever / asthma / rhinitis audience. Returns the current hour's reading plus the NEXT-DAY peak per type, an overall worst-case level, and a summary naming the dominant allergens. location = city name or preset; EU presets carry real data (london [default], paris, berlin, madrid, rome, amsterdam, vienna, warsaw, athens, dublin), AU/world presets (brisbane, sydney, melbourne, perth, new york, tokyo) are convenience but normally report coverage = out_of_region. Or pass explicit lat + lon. COVERAGE IS EUROPE-ONLY: the CAMS pollen model covers Europe (~4-day forecast in season); outside Europe — including all of Australia, the Americas, Asia, Africa — there is NO pollen model and the response says so honestly (coverage = out_of_region) instead of guessing. DISTINCT from air_quality / air_quality_fusion (those serve POLLUTANTS — PM2.5/ozone/AQI; this serves BIOLOGICAL pollen). Source: Open-Meteo Air Quality API / Copernicus Atmosphere Monitoring Service (CAMS) European ensemble — CC BY 4.0 under Open-Meteo's paid commercial plan (keyless to you); attribution to Open-Meteo + CAMS carried in provenance. Informational only, not medical advice.",
   "vertical": "Live Weather",
   "sources": [
    "open-meteo",
    "cams-copernicus"
   ],
   "license": "Commercial licence (held by Dynamic Feed)",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "product_recalls",
   "description": "Recent US product & food recalls (FDA / openFDA, keyless) — what's recalled now, with reason, status and company. Newest first.",
   "vertical": "Government & Compliance",
   "sources": [
    "cpsc-fda-recalls"
   ],
   "license": "US Government work — public domain",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "public_holidays",
   "description": "Public / statutory holidays for a country (and optional state/province/region) in a given year — computed in-house, NOT scraped, so it's exact and offline-stable. Per holiday: date, name, weekday, whether it's an observed-day shift, the country, and the subdivision (when one was requested), plus the next upcoming holiday. country = ISO-3166 alpha-2 code (default AU); common names accepted (australia, usa, uk, new zealand). 100+ countries. year = 4-digit year (default current). subdiv = optional subdivision code (NSW/VIC/QLD for AU, CA/NY for US, ENG/SCT for GB). Pairs with market_hours. Holiday DATES are non-copyrightable facts; computed via the open-source holidays library (vacanza, MIT) — commercial use + redistribution permitted, keyless. Informational only — confirm against the official gazette for legal/payroll use.",
   "vertical": "Ground-truth & Utility",
   "sources": [
    "holidays-lib"
   ],
   "license": "MIT License — holiday DATES are non-copyrightable facts; computed in-house (no upstream redistribution); commercial use + redistribution permitted",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "reality_check",
   "description": "Fact-check a statement against LIVE data — the anti-hallucination tool. Pass any claim about the current world ('BTC is $90,000', 'the stock market is open', 'the latest Python is 3.12', 'GitHub is down') and get a verdict (accurate / stale_or_wrong / current_value / outside_coverage), the live value, a confidence, and the source. Covers live prices, market hours, software versions and service status; returns 'outside_coverage' for anything it can't verify against a feed — it never guesses.",
   "vertical": "Ground-truth & Utility",
   "sources": [
    "df-derived"
   ],
   "license": "Proprietary — composed from the sources above",
   "commercial_use": true,
   "proprietary": true,
   "status": "live"
  },
  {
   "name": "research_papers",
   "description": "Latest scholarly preprints from arXiv — newest-first — by category and/or keyword. Returns up to 15 papers with: title, authors, truncated abstract, primary + all categories, published/updated dates, arXiv id, abstract URL, PDF URL, and DOI / journal reference when a published version exists. category = arXiv taxonomy term (default cs.AI). Common: cs.AI, cs.LG (ML), cs.CL (NLP/LLMs), cs.CV (CV), cs.RO (Robotics), cs.CR (Security), stat.ML, cs.MA. query = optional keyword, AND-combined with category. Source: arXiv API (CC0 1.0, keyless, commercial OK). arXiv is a PREPRINT server; most papers are not peer-reviewed.",
   "vertical": "research",
   "sources": [
    "arxiv"
   ],
   "license": "CC0 1.0 Public Domain — arXiv API ToU: 'You are free to use descriptive metadata about arXiv e-prints under the terms of the CC0 1.0 Public Domain Declaration'; commercial use + redistribution permitted",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "rocket_launches",
   "description": "Upcoming or recently-launched orbital rocket launches from Launch Library 2 (The Space Devs). Per launch: name, provider (+ type/country), vehicle (+ family/reusability/flight count), pad + location (+ coordinates), net launch time + a live countdown (T-minus / T-plus), net precision + launch window, mission (name/type/orbit/description), and current go/scrub status. window = upcoming (default) | previous (recently launched). limit = how many to return, 1-30 (default 10). Keyless; Launch Library 2 free to use. Schedules slip frequently; trust status + net_precision.",
   "vertical": "Space & Orbit",
   "sources": [
    "thespacedeves-ll2"
   ],
   "license": "Free to use: 'You are free to use the data in any way, shape, or form, and share what you create with it.' Commercial use permitted; attribution encouraged",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "sanctions_screen",
   "description": "Screen a name against the US OFAC SDN + UK Sanctions List (FCDO, Open Government Licence) — keyless. Each match is tagged with its list (US-OFAC | UK). A match means the party is sanctioned — legally binding the instant it's posted. Optional program/regime filter (e.g. IRAN, CUBA, or a UK regime).",
   "vertical": "Government & Compliance",
   "sources": [
    "ofac",
    "uk-fcdo-sanctions"
   ],
   "license": "US Government work — public domain",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "satellite_position",
   "description": "Real-time position of ANY satellite by NORAD id — true SGP4 propagation of the latest live CelesTrak TLE to the current instant: exact latitude/longitude, altitude, velocity, ground-footprint radius, the speed-of-light latency floor, and TLE age. Optionally a forward ground-track. Use for 'where is the ISS / Hubble / satellite X right now'. This is the true propagated position, not an approximation.",
   "vertical": "Space & Orbit",
   "sources": [
    "celestrak"
   ],
   "license": "Redistribution permitted with attribution",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "satellites",
   "description": "Satellite/constellation catalog (Starlink, GPS, stations…) with each satellite's altitude, orbital period, and a derived speed-of-light round-trip latency to ground — the physics floor for orbital networks / data centers in space.",
   "vertical": "Space & Orbit",
   "sources": [
    "celestrak"
   ],
   "license": "Redistribution permitted with attribution",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "scholarly_search",
   "description": "Fact-check the published scholarly record via OpenAlex — METADATA ONLY, NO prices. query = free text/topic (\"CRISPR gene editing\") OR a DOI / doi.org URL for an exact-work lookup. sort = relevance (default) | citations | newest | oldest. limit = max works (default 10, cap 25). Each work returns its citation count, open-access status + URL, publication venue + type, year/date, work type, lead authors (up to 5) + total author count + lead institution, references count, retraction flag, and the work's own OpenAlex record-update time. Spans 240M+ works across every publisher (journals, conferences, books, datasets, preprints), so it answers does this paper exist / how cited is it / is it open access / where was it published / who wrote it — which a training snapshot gets stale or hallucinates. DISTINCT from research_papers (arXiv preprints only, newest-first abstracts): different source (OpenAlex), cross-publisher, citation/OA/venue metadata — no abstracts, no full text. Source: OpenAlex (api.openalex.org, OurResearch), data is CC0 1.0 public domain; keyless (polite pool), ~6 h cache. HARD CONSTRAINT: every value is bibliometric metadata (a citation count, year, OA status, venue, author) — never a market price, quote, or valuation.",
   "vertical": "research",
   "sources": [
    "openalex"
   ],
   "license": "CC0 1.0 Public Domain — OpenAlex docs: 'Our complete dataset is free under the CC0 license, which allows for transparency and reuse'; commercial use + redistribution permitted (no restriction). Keyless via the polite pool (mailto).",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "sea_ice",
   "description": "Latest daily Arctic + Antarctic sea-ice extent (million km²) from the NSIDC Sea Ice Index (G02135): current extent per pole, change vs the prior week, and the same calendar day ~10 years earlier. NOAA@NSIDC, public domain (citation required).",
   "vertical": "Natural Hazards",
   "sources": [
    "nsidc"
   ],
   "license": "US Government work / public domain (citation required)",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "search_ai_models",
   "description": "Search current AI models by price, context window, and capability. Prices are USD per 1M tokens; results are cheapest-input-price first.",
   "vertical": "LLM Pricing & Models",
   "sources": [
    "litellm-hf"
   ],
   "license": "MIT (LiteLLM) + HF model metadata",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "sec_filings",
   "description": "Recent SEC EDGAR filings for a public company by ticker — 10-K, 10-Q, 8-K and more, with filing date and document link. The post-cutoff corporate-disclosure layer.",
   "vertical": "Government & Compliance",
   "sources": [
    "sec-edgar"
   ],
   "license": "US Government work — public domain",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "security_advisories",
   "description": "Recent software security advisories / CVEs — each with the affected package, vulnerable version range, the patched version that fixes it, severity, and CVSS score. Use to check if a package has a recent advisory or to get the latest critical CVEs. Pairs with software_version (is my stack current AND safe?). Covers recently-published reviewed advisories. Source: GitHub Advisory Database.",
   "vertical": "Security",
   "sources": [
    "ghsa"
   ],
   "license": "CC-BY-4.0",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "service_status",
   "description": "Live up/down/degraded status for major AI & dev services (OpenAI, Anthropic, GitHub, Cloudflare, etc.). Answers 'is X up right now?'.",
   "vertical": "Proprietary",
   "sources": [
    "df-measured"
   ],
   "license": "Proprietary — Dynamic Feed",
   "commercial_use": true,
   "proprietary": true,
   "status": "live"
  },
  {
   "name": "shipping_status",
   "description": "Global shipping & maritime data: daily ship transits through the world's 28 maritime chokepoints (Suez, Panama, Hormuz, Malacca, Taiwan, Bosporus...) with vessel counts by type — from IMF PortWatch; the ~2,065-port global registry (traffic, top cargo industries, location); and LIVE Baltic vessel positions (real-time AIS) enriched with ship name, type and destination. Use for 'is trade flowing through X / how busy is port Y / what ships are near Z'.",
   "vertical": "Shipping",
   "sources": [
    "digitraffic",
    "imf-portwatch"
   ],
   "license": "CC-BY-4.0",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "software_version",
   "description": "Latest stable versions & end-of-life (EOL) dates for software — languages, runtimes, frameworks, databases, OSes (Python, Node.js, PostgreSQL, React, Kubernetes, Ubuntu...). Answers 'what's the latest stable version of X?' and 'is version Y still supported or end-of-life?'. Each result has latest_version, eol_date, and a status (supported/nearing-eol/end-of-life). Source: endoflife.date.",
   "vertical": "Software Versions",
   "sources": [
    "eol"
   ],
   "license": "MIT",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "space_weather",
   "description": "Full space-weather now-cast (NOAA SWPC) — NOAA R/S/G storm scales (radio blackout / radiation storm / geomagnetic storm), geomagnetic Kp index, solar wind (speed, density, Bz — the storm driver), the latest solar X-ray flux/flare, and an aurora-visibility hint. Affects satellite comms & drag, GPS, HF radio, power grids, and orbital-compute radiation/power. Use for 'is there a geomagnetic/solar storm right now'.",
   "vertical": "Space & Orbit",
   "sources": [
    "noaa-swpc"
   ],
   "license": "US Government work — public domain",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "spacex",
   "description": "Live SpaceX activity — next & recent SpaceX launches + Starlink constellation size, from public data; not financial/stock data. A single composite digest answering \"what is SpaceX doing right now\": the next SpaceX launches and the most recent ones (name, vehicle, pad, net launch time + live countdown, go/scrub status), plus the size of the Starlink constellation we track (object count + a couple of sample objects). Argless. INDEPENDENT — not affiliated with or endorsed by SpaceX; \"SpaceX\"/\"Starlink\" used descriptively only. Reuses two feeds we already serve (no new upstream): rocket_launches (Launch Library 2, The Space Devs) filtered to the SpaceX provider, and satellites(group=starlink) off our CelesTrak TLE mirror — so it does not hammer upstreams on the request path. Each part degrades independently. HARD CONSTRAINT: no stock price, share price, valuation, or IPO/investment data of any kind — launch schedule + constellation facts only, informational, from public data (The Space Devs, CelesTrak).",
   "vertical": "Space & Orbit",
   "sources": [
    "celestrak",
    "thespacedeves-ll2"
   ],
   "license": "Redistribution permitted with attribution",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "species_occurrences",
   "description": "Recent species occurrence records from GBIF (Global Biodiversity Information Facility) — individual field observations and museum specimens of where/when a species has been recorded. Each record: species + scientific name, lat/lon, date, country, source dataset (+ GBIF citation), recorder, and basis-of-record. query = a common name (koala, great white shark, platypus) or scientific name (Phascolarctos cinereus). near = lat,lon to restrict to records within ~100 km of that point. Keyless GBIF.org API; filtered to CC0 + CC BY 4.0 only (CC BY-NC excluded). OCCURRENCE data — not a population census or range map.",
   "vertical": "biodiversity",
   "sources": [
    "gbif"
   ],
   "license": "CC0 1.0 + CC BY 4.0 (server-side filtered; CC BY-NC records excluded — both cleared for commercial use)",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "sports_pulse",
   "description": "Global ATTENTION + official schedule for a sporting event, team or competition — e.g. the 2026 FIFA World Cup. Daily Wikipedia views by language edition (momentum/peak) + hosts/dates/sport from Wikidata. Wikimedia + Wikidata (CC0); NOT live scores, fixtures or odds.",
   "vertical": "Sports & Events",
   "sources": [
    "wikimedia"
   ],
   "license": "CC0 (Wikidata) / open (Pageviews)",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "sst_anomaly",
   "description": "Sea-surface temperature + anomaly for any ocean point or named region (Great Barrier Reef default; Moreton Bay, Tasmania, Ningaloo…), with a marine-heatwave heuristic flag. NOAA OISST v2.1, public domain.",
   "vertical": "Natural Hazards",
   "sources": [
    "noaa-oisst"
   ],
   "license": "US Government work — public domain",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "tides",
   "description": "Current water level + next high/low tides for a US coastal station (NOAA CO-OPS, keyless, public domain). Pass a NOAA station id (e.g. 9414290) or a location preset (san francisco, new york, boston, seattle, honolulu, miami, galveston, …). Heights are vs the MLLW datum; units english (feet) or metric. SCOPE: US stations only — not for navigation.",
   "vertical": "Natural Hazards",
   "sources": [
    "noaa-coops"
   ],
   "license": "US Government work — public domain",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "treasury_yields",
   "description": "US Treasury daily par yield curve (1M-30Y) + the 10Y-2Y / 10Y-3M spreads (the classic recession signal), live from the US Treasury. Today's curve is post-cutoff data a model can't know.",
   "vertical": "Rates",
   "sources": [
    "ustreasury"
   ],
   "license": "US Government work — public domain",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "uk_water",
   "description": "Live UK river & water levels and flood warnings from the Environment Agency (England) — real-time gauge readings near a place, each with current level, recent trend (rising / steady / falling), the station's typical range, plus any active EA flood alerts/warnings for the area. location = a UK place name (london, york, oxford, carlisle; default london), OR pass lat/lon (decimal degrees) for any point in England. COVERAGE: England only (the EA's network — not Scotland/Wales/NI). Observational + alert data, not a forecast, and not a substitute for the official GOV.UK flood-warning service for any safety decision. Source: Environment Agency real-time flood-monitoring API — Open Government Licence v3.0 (commercial use with the EA's mandated attribution, carried in provenance), keyless.",
   "vertical": "Natural Hazards",
   "sources": [
    "uk-environment-agency"
   ],
   "license": "Open Government Licence v3.0 — commercial use permitted with the EA's mandated attribution (carried verbatim in provenance)",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "us_economy",
   "description": "Official US economic indicators from the U.S. Bureau of Labor Statistics Public Data API (keyless, US public domain): inflation (CPI-U), unemployment rate, monthly non-farm payroll change, producer-price inflation (PPI final demand) and average-hourly-earnings growth. STATISTICS ONLY, never a market price/quote/FX rate. CPI, PPI and wage growth are derived as a 12-month change from the BLS index/$ level (flagged derived:true, with the raw index/level alongside for checking); unemployment is BLS's own published rate; payroll change is a month-on-month difference. Each value carries its real BLS reference period. Re-served as a signed, provenance-stamped envelope. Not financial advice.",
   "vertical": "Macro",
   "sources": [
    "bls"
   ],
   "license": "U.S. public domain — 'The Bureau of Labor Statistics (BLS) is a Federal government agency and everything that it publishes ... is in the public domain' and 'all text, charts, and tables are in the public domain and, with appropriate credit, may be reproduced without permission' (bls.gov copyright). Commercial reuse + redistribution permitted; citation appreciated, not required: 'Source: U.S. Bureau of Labor Statistics (bls.gov). Public domain.' Only exception is previously copyrighted photographs/illustrations, none of which are served here.",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "volcanoes",
   "description": "Current US volcano alert levels (USGS Volcano Hazards Program, keyless, public domain). 'elevated' (default) returns only volcanoes at YELLOW/ORANGE/RED or ADVISORY/WATCH/WARNING; 'all' returns every USGS-monitored volcano. Each carries the ground alert level, aviation colour code, observatory, when the notice was issued and the official notice URL. SCOPE: US volcanoes only — the global Smithsonian GVP dataset is licensed non-commercial.",
   "vertical": "Natural Hazards",
   "sources": [
    "usgs-vhp"
   ],
   "license": "US Government work — public domain",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "water_levels",
   "description": "Real-time US river levels — gage height (ft) + streamflow/discharge (ft3/s) from USGS NWIS (keyless). Flood risk (rising gage) / drought (low flow). By state, USGS site number(s), or a curated set of major rivers.",
   "vertical": "Natural Hazards",
   "sources": [
    "usgs-nwis"
   ],
   "license": "US Government work — public domain",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "weather_alerts",
   "description": "Active US weather warnings, watches & advisories (NWS) for a state/area — severe storms, floods, heat, winter. 'Are there weather alerts in X right now?'",
   "vertical": "Live Weather",
   "sources": [
    "nws"
   ],
   "license": "US Government work — public domain",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "weather_forecast",
   "description": "Multi-day weather forecast (up to 16 days) for a city or lat/lon — daily high/low, precipitation, wind, conditions. Use for 'what's the weather this week / will it rain'.",
   "vertical": "Live Weather",
   "sources": [
    "open-meteo"
   ],
   "license": "Commercial licence (held by Dynamic Feed)",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "whats_changed_since_your_training",
   "description": "What you've MISSED since your training cutoff — a live snapshot of the current world from Dynamic Feed: the trending new AI model, live prices of commonly-misquoted assets (BTC, ETH, NVDA, gold, Nasdaq), today's most actively-exploited CVE, the latest software versions, a top world headline, and the fastest AI API right now, plus a plain-English summary. Your training is frozen; this is the data it can't have. Call it on connect or whenever asked about current events.",
   "vertical": "Ground-truth & Utility",
   "sources": [
    "df-derived"
   ],
   "license": "Proprietary — composed from the sources above",
   "commercial_use": true,
   "proprietary": true,
   "status": "live"
  },
  {
   "name": "wikidata_facts",
   "description": "Structured factual statements about a named entity from Wikidata — the collaboratively-curated knowledge base behind Wikipedia. Resolves entity to its Wikidata item, then returns the headline facts: description, instance/class, key properties (for a country: capital, population, area, head of government, currency, ISO codes; for a person: birth/death, occupation, citizenship), cross-reference identifiers and the Wikidata QID. entity = a name to look up (Australia, Albert Einstein, Sydney Opera House, Bitcoin); default Australia. Reference/knowledge lookup, not live telemetry — values are as-current-as Wikidata's community edits. Source: Wikidata (wikidata.org), MediaWiki Action API — CC0 1.0 public domain: commercial use + redistribution permitted, no key, no attribution required.",
   "vertical": "Ground-truth & Utility",
   "sources": [
    "wikidata"
   ],
   "license": "CC0 1.0 Public Domain Dedication (Wikidata) — commercial use + redistribution permitted, no attribution required",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "wikipedia_trends",
   "description": "What the world is paying attention to — top-viewed Wikipedia articles (global zeitgeist, ~1-day lag), or a topic's 14-day attention trend with week-over-week change. CC0 pageview data.",
   "vertical": "Ground-truth & Utility",
   "sources": [
    "wikimedia-pageviews"
   ],
   "license": "CC0 1.0 — Wikimedia pageview data is released into the public domain",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "wildfires",
   "description": "Active US wildfires from NIFC WFIGS — incident name, size in acres, % contained, cause, state and location. The 'how big / how contained' detail satellite hotspot feeds can't give (pairs with natural_events, which has global fire points but not size/containment). Largest first.",
   "vertical": "Natural Hazards",
   "sources": [
    "nifc"
   ],
   "license": "US Government work — public domain",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "world_cup",
   "description": "2026 FIFA World Cup — official fixtures and final results for all 104 matches (group stage to final), with kickoff times, venues, teams and post-match scores. Source: openfootball (public domain). Results post-match, NOT live in-play scores.",
   "vertical": "Sports & Events",
   "sources": [
    "openfootball"
   ],
   "license": "Public Domain",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "world_events",
   "description": "Latest global news-event coverage from the GDELT Project, which monitors worldwide news in 100+ languages: the most recent articles matching a keyword (optional, matched against full article text) from outlets in a country (optional), within the past N hours. Argless = a global pulse of the latest coverage. Article metadata only — titles, links, outlets, timestamps, source countries — never bodies. Open GDELT terms (unlimited commercial use; citation carried in provenance).",
   "vertical": "Ground-truth & Utility",
   "sources": [
    "gdelt"
   ],
   "license": "Open data — unlimited commercial use + redistribution w/ attribution (GDELT Terms of Use)",
   "commercial_use": true,
   "proprietary": false,
   "status": "live"
  },
  {
   "name": "world_pulse",
   "description": "One call: what's happening on Earth RIGHT NOW — the top market mover (majors), a top news headline, the biggest recent earthquake, any major internet outage, the newest actively-exploited CVE, and the fastest AI API — with a plain-English summary. The live state of the world at a glance.",
   "vertical": "Ground-truth & Utility",
   "sources": [
    "df-derived"
   ],
   "license": "Proprietary — composed from the sources above",
   "commercial_use": true,
   "proprietary": true,
   "status": "live"
  }
 ]
}