{"serverInfo":{"name":"Dynamic Feed","version":"0.8.0"},"authentication":{"required":false},"endpoints":{"streamable_http":"https://dynamicfeed.ai/mcp","sse":"https://dynamicfeed.ai/sse","note":"Same tools, no key. /mcp auto-detects BOTH transports (modern Streamable HTTP and legacy HTTP+SSE) so any client connects with one URL; /sse is the explicit legacy URL."},"restApi":{"openapi":"https://dynamicfeed.ai/openapi.json","robot_awareness":"POST https://dynamicfeed.ai/v1/awareness \u2014 per-class go/caution/no-go verdict for a robot or embodied agent (ground|humanoid|aerial|marine|orbital), fusing live weather/air-quality/space-weather/quakes under a hard deadline. Ed25519-signed; never hangs.","verify_signature":"GET https://dynamicfeed.ai/.well-known/keys \u2014 a key_id to Ed25519 public-key map, to verify any awareness signature.","anchor":"POST https://dynamicfeed.ai/v1/anchor. The snapshot's hash is time-stamped by an independent RFC 3161 authority (hash only, instant, free, no account needed).","drift":"POST https://dynamicfeed.ai/v1/drift \u2014 audit a batch of an AI's claims against the live feeds.","batch":"POST https://dynamicfeed.ai/v1/batch \u2014 run up to 20 read-only tool calls in one request.","status":"https://dynamicfeed.ai/status.json \u2014 live platform health."},"tools":[{"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) \u2014 a sharp visibility drop = the network is losing global reachability.","inputSchema":{"type":"object","properties":{"resource":{"type":"string","description":"an ASN (AS3215), an IP (8.8.8.8), or a prefix (193.0.0.0/22)"}}}},{"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).","inputSchema":{"type":"object","properties":{"region":{"type":"string","description":"preset region, or omit and pass lat/lon"},"lat":{"type":"number"},"lon":{"type":"number"},"radius_km":{"type":"integer","description":"radius around lat/lon in km (used with lat/lon)"}}}},{"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.","inputSchema":{"type":"object","properties":{"region":{"type":"string","description":"US48 or a grid operator code"},"metric":{"type":"string","description":"demand | generation | mix"}}}},{"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.","inputSchema":{"type":"object","properties":{"country":{"type":"string","description":"ISO code (US, GB, DE) or country name"},"indicator":{"type":"string","description":"gdp | cpi_inflation | unemployment | ... | all"}}}},{"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.","inputSchema":{"type":"object","properties":{"airport":{"type":"string","description":"3-letter airport code, e.g. LGA, LAX"},"limit":{"type":"integer","description":"max results"}}}},{"name":"drug_shortages","description":"US drug shortages from the FDA (openFDA, keyless) \u2014 is drug X in shortage right now, with status, reason and company. Newest updates first.","inputSchema":{"type":"object","properties":{"query":{"type":"string","description":"drug / generic name, e.g. amoxicillin"},"limit":{"type":"integer","description":"max results"}}}},{"name":"sanctions_screen","description":"Screen a name against the US OFAC SDN + UK Sanctions List (FCDO, Open Government Licence) \u2014 keyless. Each match is tagged with its list (US-OFAC | UK). A match means the party is sanctioned \u2014 legally binding the instant it's posted. Optional program/regime filter (e.g. IRAN, CUBA, or a UK regime).","inputSchema":{"type":"object","properties":{"name":{"type":"string","description":"name to screen against the SDN list"},"program":{"type":"string","description":"optional sanctions program filter"},"limit":{"type":"integer","description":"max matches"}}}},{"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.","inputSchema":{"type":"object","properties":{"query":{"type":"string","description":"company name, e.g. 'Apple Inc'"},"lei":{"type":"string","description":"exact 20-char LEI (alternative to query)"},"country":{"type":"string","description":"optional ISO-2 country filter, e.g. AU"},"limit":{"type":"integer","description":"max results (default 5, max 10)"}}}},{"name":"ephemeris","description":"Solar & lunar timing for a place + day \u2014 sunrise/sunset, the full twilight set (civil/nautical/astronomical), moonrise/moonset, moon phase + illumination \u2014 from the U.S. Naval Observatory (public domain, keyless). For agent/robot daylight & moonlight gating, golden-hour windows and night-ops planning.","inputSchema":{"type":"object","properties":{"location":{"type":"string","description":"city/place (geocoded), e.g. 'London' \u2014 or pass lat/lon"},"lat":{"type":"number","description":"latitude (with lon)"},"lon":{"type":"number","description":"longitude (with lat)"},"date":{"type":"string","description":"YYYY-MM-DD, default today"},"tz":{"type":"number","description":"timezone offset hours, default 0 (UTC)"}}}},{"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.","inputSchema":{"type":"object","properties":{"country":{"type":"string","description":"ISO-3 country code, e.g. USA, CHN, IND"},"year":{"type":"integer","description":"year (default latest available, ~2023)"}}}},{"name":"federal_register","description":"Recent US Federal Register documents \u2014 rules, proposed rules, notices, executive orders (keyless). What regulation took effect / what the President signed; total post-cutoff blindness for models.","inputSchema":{"type":"object","properties":{"query":{"type":"string","description":"text search"},"doc_type":{"type":"string","description":"RULE | PRORULE | NOTICE | PRESDOCU"},"agency":{"type":"string","description":"agency slug"},"days":{"type":"integer","description":"look-back window"},"limit":{"type":"integer","description":"max results"}}}},{"name":"drought","description":"US drought severity \u2014 % of area in each D0-D4 class by week (U.S. Drought Monitor, keyless). National or by state FIPS.","inputSchema":{"type":"object","properties":{"area":{"type":"string","description":"'total' (national) or a state FIPS code"},"weeks":{"type":"integer","description":"how many recent weeks"}}}},{"name":"water_levels","description":"Real-time US river levels \u2014 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.","inputSchema":{"type":"object","properties":{"state":{"type":"string","description":"2-letter US state code, e.g. TX, CA"},"site":{"type":"string","description":"USGS site number(s), comma-separated"},"limit":{"type":"integer","description":"max sites"}}}},{"name":"sports_pulse","description":"Global ATTENTION + official schedule for a sporting event, team or competition \u2014 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.","inputSchema":{"type":"object","properties":{"topic":{"type":"string","description":"event/team/competition, e.g. '2026 FIFA World Cup'"},"days":{"type":"integer","description":"attention window in days (7-90)"},"lang":{"type":"string","description":"primary Wikipedia language edition (en, es, pt, fr, ...)"}}}},{"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.","inputSchema":{"type":"object","properties":{"query":{"type":"string","description":"match part of a model name/id"},"provider":{"type":"string","description":"openai, anthropic, google, xai, mistral, deepseek, groq"},"max_input_price":{"type":"number","description":"max USD per 1M input tokens"},"min_context":{"type":"integer","description":"minimum context window in tokens"},"needs_vision":{"type":"boolean","description":"only models that accept images"},"limit":{"type":"integer","description":"max results"}}}},{"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?'.","inputSchema":{"type":"object","properties":{"category":{"type":"string","description":"ai | dev | infra | platform"},"only_issues":{"type":"boolean","description":"only services currently degraded or down"},"limit":{"type":"integer","description":"max results"}}}},{"name":"ai_provider_latency","description":"Measured latency & uptime for each major AI provider's API (OpenAI, Anthropic, Google, Mistral, Groq, DeepSeek, xAI) \u2014 Dynamic Feed's own measurements, fastest first. Use to pick or route to the fastest/most-reliable provider.","inputSchema":{"type":"object","properties":{"window_hours":{"type":"integer","description":"rolling window for averages (default 24)"}}}},{"name":"software_version","description":"Latest stable versions & end-of-life (EOL) dates for software \u2014 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.","inputSchema":{"type":"object","properties":{"product":{"type":"string","description":"exact slug (python, nodejs, postgresql, react, kubernetes...)"},"query":{"type":"string","description":"match a product name if you don't know the slug"},"category":{"type":"string","description":"language | runtime | framework | database | os | tool"},"only_supported":{"type":"boolean","description":"exclude end-of-life release lines"},"only_lts":{"type":"boolean","description":"only long-term-support lines"},"limit":{"type":"integer","description":"max results"}}}},{"name":"security_advisories","description":"Recent software security advisories / CVEs \u2014 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.","inputSchema":{"type":"object","properties":{"query":{"type":"string","description":"match summary / package / CVE id / GHSA id"},"package":{"type":"string","description":"affected package name (e.g. lodash, requests, log4j)"},"ecosystem":{"type":"string","description":"npm | pip | maven | go | rubygems | nuget | composer | rust | ..."},"severity":{"type":"string","description":"low | moderate | high | critical"},"min_cvss":{"type":"number","description":"minimum CVSS score (0-10)"},"limit":{"type":"integer","description":"max results"}}}},{"name":"market_hours","description":"Returns current open/closed status and next open/close times for major exchanges, crypto (24/7), and forex (24/5). Appropriate when a user asks whether a trading venue or market session is open.","inputSchema":{"type":"object","properties":{"market":{"type":"string","description":"optional: NYSE, NASDAQ, LSE, XETRA, TSE, HKEX, ASX, Crypto, Forex (blank = all)"}}}},{"name":"interest_rates","description":"Live US benchmark interest rates \u2014 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.","inputSchema":{"type":"object","properties":{}}},{"name":"live_flights","description":"Live aircraft positions right now \u2014 real-time flight tracking from open ADS-B (adsb.lol, CC0). Answers 'what's flying over X?' and 'where is flight Y?'. Airborne flights first.","inputSchema":{"type":"object","properties":{"region":{"type":"string","description":"preset area: morocco, spain, london, newyork, losangeles, paris, tokyo, dubai, singapore, sydney, frankfurt, hongkong, europe, usa, asia"},"callsign":{"type":"string","description":"filter by flight callsign/number (e.g. BAW123)"},"limit":{"type":"integer","description":"max results"}}}},{"name":"current_weather","description":"Current weather anywhere \u2014 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.","inputSchema":{"type":"object","properties":{"city":{"type":"string","description":"city name (e.g. London, Tokyo) \u2014 geocoded automatically"},"lat":{"type":"number","description":"latitude (alternative to city)"},"lon":{"type":"number","description":"longitude (alternative to city)"}}}},{"name":"weather_forecast","description":"Multi-day weather forecast (up to 16 days) for a city or lat/lon \u2014 daily high/low, precipitation, wind, conditions. Use for 'what's the weather this week / will it rain'.","inputSchema":{"type":"object","properties":{"city":{"type":"string","description":"city name (geocoded)"},"lat":{"type":"number","description":"latitude (alternative)"},"lon":{"type":"number","description":"longitude (alternative)"},"days":{"type":"integer","description":"1-16, default 7"}}}},{"name":"air_quality","description":"Current air quality for a city or lat/lon \u2014 PM2.5, PM10, US & European AQI, ozone, NO2, with a category (Good/Moderate/Unhealthy...). Use for 'is the air quality safe in X'.","inputSchema":{"type":"object","properties":{"city":{"type":"string","description":"city name (geocoded)"},"lat":{"type":"number","description":"latitude (alternative)"},"lon":{"type":"number","description":"longitude (alternative)"}}}},{"name":"air_quality_fusion","description":"Cross-validated air quality \u2014 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 \u2014 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.","inputSchema":{"type":"object","properties":{"location":{"type":"string","description":"AU preset (brisbane default | sydney | melbourne | perth | adelaide), any city name, or 'lat,lon'"},"lat":{"type":"number","description":"latitude (overrides location)"},"lon":{"type":"number","description":"longitude (overrides location)"}}}},{"name":"au_water","description":"Australian river heights + gauge rainfall near any AU location \u2014 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 \u2014 per-station owner attribution carried in provenance, exclusion counts reported, WA coverage honestly partial. Observational data only \u2014 not a flood warning product; official flood warnings/watches are issued by the Bureau at bom.gov.au/australia/warnings.","inputSchema":{"type":"object","properties":{"location":{"type":"string","description":"AU preset (brisbane default | sydney | melbourne | adelaide | hobart | darwin | canberra | perth) or 'lat,lon'"},"lat":{"type":"number","description":"latitude (overrides location)"},"lon":{"type":"number","description":"longitude (overrides location)"},"kind":{"type":"string","description":"river | rain | both (default both)"}}}},{"name":"flood_forecast","description":"5-day river-discharge FORECAST near an Australian location \u2014 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 \u2014 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 \u2014 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.","inputSchema":{"type":"object","properties":{"location":{"type":"string","description":"AU preset (brisbane default | sydney | melbourne | adelaide | hobart | darwin | canberra | perth) or 'lat,lon'"},"lat":{"type":"number","description":"latitude (overrides location)"},"lon":{"type":"number","description":"longitude (overrides location)"}}}},{"name":"check_vulnerability","description":"Is this exact package (and version) vulnerable? FULL historical lookup across the entire OSV.dev corpus (Google) \u2014 every matching advisory plus the versions that fix it. Use to check a dependency, e.g. 'does lodash 4.17.10 have known CVEs?'.","inputSchema":{"type":"object","properties":{"package":{"type":"string","description":"package name (lodash, requests, log4j-core...)"},"version":{"type":"string","description":"exact version (recommended, e.g. 4.17.10)"},"ecosystem":{"type":"string","description":"npm | pip | maven | go | rubygems | nuget | cargo | composer"}},"required":["package"]}},{"name":"satellites","description":"Satellite/constellation catalog (Starlink, GPS, stations\u2026) with each satellite's altitude, orbital period, and a derived speed-of-light round-trip latency to ground \u2014 the physics floor for orbital networks / data centers in space.","inputSchema":{"type":"object","properties":{"group":{"type":"string","description":"starlink, stations, gps-ops, oneweb, galileo, weather, active, geo, science"},"limit":{"type":"integer","description":"max satellites in sample"}}}},{"name":"satellite_position","description":"Real-time position of ANY satellite by NORAD id \u2014 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.","inputSchema":{"type":"object","properties":{"norad_id":{"type":"integer","description":"NORAD catalog number (25544 = ISS, 20580 = Hubble, 44714 = a Starlink)"},"track_minutes":{"type":"integer","description":"also return a predicted ground-track this many minutes ahead (0 = none, max 360)"},"step_seconds":{"type":"integer","description":"ground-track sampling step in seconds (default 60)"}},"required":["norad_id"]}},{"name":"space_weather","description":"Full space-weather now-cast (NOAA SWPC) \u2014 NOAA R/S/G storm scales (radio blackout / radiation storm / geomagnetic storm), geomagnetic Kp index, solar wind (speed, density, Bz \u2014 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'.","inputSchema":{"type":"object","properties":{}}},{"name":"orbital_data_centers","description":"DATA CENTERS IN SPACE \u2014 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.","inputSchema":{"type":"object","properties":{}}},{"name":"earthquakes","description":"Recent earthquakes worldwide from USGS \u2014 magnitude, depth, location, PAGER impact alert (green\u2192red, 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.","inputSchema":{"type":"object","properties":{"min_magnitude":{"type":"number","description":"minimum magnitude (default 2.5)"},"period":{"type":"string","description":"hour | day | week | month (default day)"},"limit":{"type":"integer","description":"max results"},"tsunami_only":{"type":"boolean","description":"only quakes flagged with tsunami potential"}}}},{"name":"natural_events","description":"Active natural events worldwide from NASA EONET \u2014 wildfires, severe storms (hurricanes/typhoons), volcanoes, floods, sea/lake ice. Use for 'what natural disasters/events are happening right now'.","inputSchema":{"type":"object","properties":{"category":{"type":"string","description":"wildfires | severeStorms | volcanoes | floods | seaLakeIce (blank = all)"},"days":{"type":"integer","description":"look-back window in days (default 30)"},"limit":{"type":"integer","description":"max results"}}}},{"name":"wildfires","description":"Active US wildfires from NIFC WFIGS \u2014 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.","inputSchema":{"type":"object","properties":{"state":{"type":"string","description":"optional US state filter, e.g. CA, TX (2-letter)"},"only_uncontained":{"type":"boolean","description":"only fires below 100% containment"},"min_acres":{"type":"number","description":"minimum incident size in acres"},"limit":{"type":"integer","description":"max results"}}}},{"name":"exploited_vulnerabilities","description":"Vulnerabilities CONFIRMED exploited in the wild \u2014 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.","inputSchema":{"type":"object","properties":{"query":{"type":"string","description":"match a CVE id / name / description"},"vendor":{"type":"string","description":"filter by vendor (e.g. Microsoft, Cisco, Fortinet)"},"product":{"type":"string","description":"filter by product (e.g. Windows, PAN-OS)"},"ransomware_only":{"type":"boolean","description":"only CVEs linked to known ransomware campaigns"},"recent_days":{"type":"integer","description":"only CVEs added to the KEV catalog in the last N days"},"limit":{"type":"integer","description":"max results"}}}},{"name":"global_disasters","description":"Active worldwide disaster alerts (GDACS) \u2014 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.","inputSchema":{"type":"object","properties":{"alert_level":{"type":"string","description":"levels to include \u2014 'Orange;Red' (default) or 'Green;Orange;Red' (all)"},"event_type":{"type":"string","description":"EQ | TC | FL | DR | VO | WF (blank = all)"},"country":{"type":"string","description":"country name or ISO3 code (e.g. PHL, Philippines)"},"days":{"type":"integer","description":"look-back window in days (default 7)"},"limit":{"type":"integer","description":"max results"}}}},{"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 \u2014 the global Smithsonian GVP dataset is licensed non-commercial.","inputSchema":{"type":"object","properties":{"status":{"type":"string","description":"'elevated' (default) or 'all'"},"limit":{"type":"integer","description":"max results"}}}},{"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, \u2026). Heights are vs the MLLW datum; units english (feet) or metric. SCOPE: US stations only \u2014 not for navigation.","inputSchema":{"type":"object","properties":{"station":{"type":"string","description":"NOAA station id, e.g. 9414290"},"location":{"type":"string","description":"or a preset: san francisco, new york, boston, seattle, honolulu, miami, \u2026"},"units":{"type":"string","description":"english (feet) | metric"},"limit":{"type":"integer","description":"max results"}}}},{"name":"ai_models","description":"Current & trending AI MODELS from the open-model ecosystem (Hugging Face) \u2014 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.","inputSchema":{"type":"object","properties":{"query":{"type":"string","description":"search a model name (e.g. llama, qwen, whisper)"},"org":{"type":"string","description":"filter by org/author (e.g. meta-llama, deepseek-ai, Qwen, mistralai)"},"task":{"type":"string","description":"text-generation (default), text-to-image, automatic-speech-recognition, \u2026 or 'any'"},"sort":{"type":"string","description":"trending (default) | newest | downloads"},"limit":{"type":"integer","description":"max results"}}}},{"name":"china_data","description":"Returns current World Bank macro series for China, including GDP, growth, CPI, trade, M2, unemployment, and FDI, with source and observation metadata. Appropriate for current macroeconomic context.","inputSchema":{"type":"object","properties":{"metric":{"type":"string","description":"all (default) | indices | fx | etfs | macro"}}}},{"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 \u2014 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'.","inputSchema":{"type":"object","properties":{"scope":{"type":"string","description":"chokepoints (default) | ports | vessels"},"query":{"type":"string","description":"filter by chokepoint/port name or country, or ship name/destination (vessels)"},"region":{"type":"string","description":"Baltic preset for scope=vessels: baltic, helsinki, stockholm, kiel, gdansk, copenhagen, riga, gulf-of-finland"},"limit":{"type":"integer","description":"max results"}}}},{"name":"whats_changed_since_your_training","description":"Returns source-backed developments about a user-specified topic that occurred after a model's training period or knowledge cutoff. Appropriate when the user explicitly asks about recent, current, or post-cutoff developments.","inputSchema":{"type":"object","properties":{"cutoff":{"type":"string","description":"your knowledge cutoff if known, e.g. 2024-10 (optional)"}}}},{"name":"reality_check","description":"Checks a user-supplied current-world claim against the live software-version, market-session, and service-status evidence available to the tool. Returns outside_coverage rather than guessing when unsupported.","inputSchema":{"type":"object","properties":{"claim":{"type":"string","description":"the statement to verify, in plain language"}}}},{"name":"current_time","description":"The current date and time anywhere \u2014 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.","inputSchema":{"type":"object","properties":{"tz":{"type":"string","description":"IANA timezone, e.g. America/New_York (default UTC)"}}}},{"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.","inputSchema":{"type":"object","properties":{"event":{"type":"string","description":"e.g. 'NYSE open' or 'next SpaceX launch'"}}}},{"name":"world_pulse","description":"Returns a source-backed summary of the biggest recent earthquake, newest actively exploited CVE, measured AI API latency, trending AI model, and latest Python release.","inputSchema":{"type":"object","properties":{}}},{"name":"cite","description":"Returns an authoritative source, licence, attribution, verification URL, and current timestamp for a named live tool, source, topic, or software version.","inputSchema":{"type":"object","properties":{"subject":{"type":"string","description":"an asset (BTC, gold, AAPL) or a news topic"}}}},{"name":"world_cup","description":"2026 FIFA World Cup \u2014 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.","inputSchema":{"type":"object","properties":{"upcoming":{"type":"integer","description":"how many upcoming fixtures to return (default 6)"},"recent":{"type":"integer","description":"how many recent results to return (default 6)"}}}},{"name":"detect_drift","description":"Audit a batch of an AI's stated facts against live ground-truth \u2014 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.","inputSchema":{"type":"object","properties":{"claims":{"type":"array","items":{"type":"string"},"description":"the AI-stated claims to audit (up to 20)"},"max_claims":{"type":"integer","description":"cap on claims checked (default 20)"}}}},{"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 \u2014 pairs with check_vulnerability and software_version.","inputSchema":{"type":"object","properties":{"package":{"type":"string","description":"package name, e.g. lodash, requests, django"},"ecosystem":{"type":"string","description":"npm | pypi | go | maven | cargo | nuget | rubygems"},"version":{"type":"string","description":"exact version (optional; defaults to latest)"}},"required":["package"]}},{"name":"github_releases","description":"Latest releases for a GitHub repo (owner/name) \u2014 version, date, author, link \u2014 via the public releases atom feed (keyless, no rate limit). What's the newest release of a library/tool right now.","inputSchema":{"type":"object","properties":{"repo":{"type":"string","description":"owner/name, e.g. facebook/react"},"limit":{"type":"integer","description":"max releases (1-25)"}},"required":["repo"]}},{"name":"hacker_news","description":"Live Hacker News stories (keyless) \u2014 the tech/AI attention layer. kind = top | new | best; optional case-insensitive title filter. Returns title, score, comments, url.","inputSchema":{"type":"object","properties":{"query":{"type":"string","description":"optional case-insensitive title filter, e.g. AI"},"kind":{"type":"string","description":"top | new | best"},"limit":{"type":"integer","description":"max stories (1-30)"}}}},{"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.","inputSchema":{"type":"object","properties":{"name":{"type":"string","description":"domain, e.g. example.com"},"type":{"type":"string","description":"A | AAAA | MX | TXT | NS | CNAME | SOA | CAA"}},"required":["name"]}},{"name":"cert_check","description":"Live TLS/SSL certificate check for any domain \u2014 direct handshake right now: issuer, validity window, days to expiry, SANs, negotiated TLS version. Valid? Expiring? Who issued it?","inputSchema":{"type":"object","properties":{"domain":{"type":"string","description":"domain (or URL), e.g. example.com"}},"required":["domain"]}},{"name":"wikipedia_trends","description":"What the world is paying attention to \u2014 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.","inputSchema":{"type":"object","properties":{"topic":{"type":"string","description":"optional article/topic for a per-article trend, e.g. 'Artificial intelligence'"},"limit":{"type":"integer","description":"top-list size (default 20, max 50)"}}}},{"name":"econ_calendar","description":"What's scheduled to move markets \u2014 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.","inputSchema":{"type":"object","properties":{"days":{"type":"integer","description":"auction horizon in days (default 45, max 365)"},"limit":{"type":"integer","description":"max auctions (default 40)"}}}},{"name":"climate_enso","description":"Current El Ni\u00f1o/La Ni\u00f1a state \u2014 latest ONI anomaly + phase, official-episode check, recent seasons, and NOAA's alert status (e.g. 'El Ni\u00f1o Watch'). The Pacific driver of global drought/flood/bushfire risk.","inputSchema":{"type":"object","properties":{"seasons":{"type":"integer","description":"how many recent 3-month seasons to return (default 12)"}}}},{"name":"sst_anomaly","description":"Sea-surface temperature + anomaly for any ocean point or named region (Great Barrier Reef default; Moreton Bay, Tasmania, Ningaloo\u2026), with a marine-heatwave heuristic flag. NOAA OISST v2.1, public domain.","inputSchema":{"type":"object","properties":{"lat":{"type":"number","description":"ocean latitude"},"lon":{"type":"number","description":"ocean longitude (\u00b1180)"},"region":{"type":"string","description":"named preset, e.g. great_barrier_reef, tasmania, moreton_bay"}}}},{"name":"sea_ice","description":"Latest daily Arctic + Antarctic sea-ice extent (million km\u00b2) 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).","inputSchema":{"type":"object","properties":{"region":{"type":"string","description":"arctic | antarctic | both (default both)"}}}},{"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 \u2014 titles, links, outlets, timestamps, source countries \u2014 never bodies. Open GDELT terms (unlimited commercial use; citation carried in provenance).","inputSchema":{"type":"object","properties":{"query":{"type":"string","description":"keyword or phrase to match (optional; searched across article full text in 100+ languages)"},"region":{"type":"string","description":"country name to filter by outlet country, e.g. australia (optional)"},"hours":{"type":"integer","description":"look-back window in hours, 1-168 (default 24)"}}}},{"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 \u2014 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 \u2014 any purpose with attribution \u2014 + NESO CC BY 4.0.","inputSchema":{"type":"object","properties":{"region":{"type":"string","description":"au (Australian NEM, default) | nsw | qld | vic | sa | tas | uk | all"}}}},{"name":"au_economy","description":"Official AUSTRALIAN economic indicators from the Australian Bureau of Statistics Data API (SDMX) \u2014 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) \u2014 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 %) \u2014 never a market price, quote, FX rate, or asset valuation. Not financial advice.","inputSchema":{"type":"object","properties":{"indicator":{"type":"string","description":"cpi (annual inflation, default) | cpi_quarterly | unemployment | wages | gdp"}}}},{"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.","inputSchema":{"type":"object","properties":{"indicator":{"type":"string","description":"cpi (annual inflation, default) | unemployment | payrolls (monthly jobs change) | ppi (producer-price inflation) | wages (average-hourly-earnings growth)"}}}},{"name":"scholarly_search","description":"Fact-check the published scholarly record via OpenAlex \u2014 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 \u2014 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 \u2014 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) \u2014 never a market price, quote, or valuation.","inputSchema":{"type":"object","properties":{"query":{"type":"string","description":"free text/topic (e.g. \"CRISPR gene editing\") or a DOI / doi.org URL for an exact-work lookup"},"sort":{"type":"string","description":"relevance (default) | citations | newest | oldest"},"limit":{"type":"integer","description":"max works to return (default 10, cap 25)"}}}},{"name":"fda_recalls","description":"Recent FDA-regulated RECALLS & enforcement actions via openFDA \u2014 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 \u2014 a live public record a training snapshot can't have. DISTINCT from product_recalls (CPSC consumer goods \u2014 toys, appliances) and drug_shortages (FDA supply gaps, not defect withdrawals). Source: openFDA (api.fda.gov, U.S. FDA), U.S. Government work \u2014 public domain (CC0 1.0); keyless, ~1 h cache. INFORMATIONAL ONLY \u2014 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) \u2014 never a market price.","inputSchema":{"type":"object","properties":{"category":{"type":"string","description":"drug (default) | food | device"},"query":{"type":"string","description":"optional product / firm / reason search term (e.g. \"Pfizer\", \"peanut\", \"contamination\"); blank = most recent"},"limit":{"type":"integer","description":"max items to return (default 15, cap 25)"}}}},{"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.","inputSchema":{"type":"object","properties":{"region":{"type":"string","description":"region/zone (default national)"}}}},{"name":"convert","description":"Convert an amount between currencies at the live exchange rate (e.g. 100 USD to EUR).","inputSchema":{"type":"object","properties":{"amount":{"type":"number","description":"amount to convert"},"from_currency":{"type":"string","description":"source currency code, e.g. USD"},"to_currency":{"type":"string","description":"target currency code, e.g. EUR"}},"required":["amount","from_currency","to_currency"]}},{"name":"product_recalls","description":"Recent US product & food recalls (FDA / openFDA, keyless) \u2014 what's recalled now, with reason, status and company. Newest first.","inputSchema":{"type":"object","properties":{"query":{"type":"string","description":"product / brand / reason"},"limit":{"type":"integer","description":"max results"}}}},{"name":"sec_filings","description":"Recent SEC EDGAR filings for a public company by ticker \u2014 10-K, 10-Q, 8-K and more, with filing date and document link. The post-cutoff corporate-disclosure layer.","inputSchema":{"type":"object","properties":{"ticker":{"type":"string","description":"stock ticker, e.g. AAPL"},"form_type":{"type":"string","description":"e.g. 10-K, 10-Q, 8-K"},"limit":{"type":"integer","description":"max results"}},"required":["ticker"]}},{"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.","inputSchema":{"type":"object","properties":{}}},{"name":"weather_alerts","description":"Active US weather warnings, watches & advisories (NWS) for a state/area \u2014 severe storms, floods, heat, winter. 'Are there weather alerts in X right now?'","inputSchema":{"type":"object","properties":{"area":{"type":"string","description":"2-letter US state/area code, e.g. CA, TX"},"limit":{"type":"integer","description":"max results"}}}},{"name":"aviation_weather","description":"Live aviation weather \u2014 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 \u2014 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) \u2014 US Government work, public domain (17 U.S.C. \u00a7 105). CAVEAT: observational/forecast data only \u2014 not a substitute for an official preflight briefing (FAA ATIS/AFIS or an authorized flight planning service).","inputSchema":{"type":"object","properties":{"station":{"type":"string","description":"4-letter ICAO airport code (e.g. YBBN, KJFK, EGLL, YSSY); default YBBN (Brisbane)"},"kind":{"type":"string","description":"metar (default) | taf | both"}}}},{"name":"hurricanes","description":"Active tropical cyclones from the NOAA National Hurricane Center (NHC) \u2014 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 \u2014 the correct honest state. Source: NOAA NHC (nhc.noaa.gov) \u2014 US government public domain (17 U.S.C. \u00a7 105), keyless. Coverage: Atlantic + Eastern/Central Pacific ONLY.","inputSchema":{"type":"object","properties":{"basin":{"type":"string","description":"all (default) | atlantic | epac (Eastern/Central Pacific)"}}}},{"name":"bitcoin_network","description":"Live Bitcoin NETWORK telemetry \u2014 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 \u2014 Bitcoin NETWORK mechanics only.","inputSchema":{"type":"object","properties":{"metric":{"type":"string","description":"overview (default) | fees | mempool | difficulty | hashrate | halving"}}}},{"name":"lightning_network","description":"Bitcoin LIGHTNING NETWORK aggregate statistics \u2014 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) \u2014 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 \u2014 never a fiat valuation or market price.","inputSchema":{"type":"object","properties":{}}},{"name":"ots_calendar_health","description":"Live health of the public OpenTimestamps (OTS) timestamp-anchoring calendar servers \u2014 the aggregation-and-anchoring infrastructure behind tamper-evident, independently verifiable, Bitcoin-anchored timestamps. Answers 'are the public timestamp calendars up and still anchoring right now?' before an agent trusts a fresh proof. calendar = all (default \u2014 probe every public calendar and return an overall verdict) | alice | bob | finney (Eternity Wall) | catallaxy. Per calendar: live reachability + latency (our own probe), server version, pending commitments, anchor transactions waiting for confirmation, the calendar's best-block height (its Bitcoin chain view), average time between anchor transactions over the last week (anchoring cadence), and the operational wallet balance funding anchor transactions; the overall verdict flags any calendar whose height lags the consensus (a stalled chain view / paused anchoring). Source: Dynamic Feed's own availability probes + each calendar's public status page (measured facts, like cert_check / service_status). Keyless, 120 s cache. Operational balances are anchoring-funding health signals, NOT market prices.","inputSchema":{"type":"object","properties":{"calendar":{"type":"string","description":"all (default) | alice | bob | finney (Eternity Wall) | catallaxy"}}}},{"name":"vin_decode","description":"What vehicle is this VIN, according to the US regulator? Decodes a Vehicle Identification Number against NHTSA's Product Information Catalog Vehicle Listing (vPIC), the catalog of how every manufacturer assigns VINs, filed with NHTSA under 49 CFR Part 565 as a condition of selling or importing a vehicle for US roads. Returns the vehicle as the manufacturer built it: make, manufacturer, model, series/trim, model year, body class, vehicle type, doors and seats; powertrain (fuel type, electrification level, cylinders, displacement, horsepower, drive type, transmission, EV battery and drive unit); assembly plant city/state/country; the full factory safety-equipment list (ABS, ESC, TPMS, airbag positions, automatic emergency braking, lane-keep, blind-spot, adaptive cruise, event data recorder and more); and GVWR weight class. NHTSA's own decode error codes and error text ride on every response, including whether the check digit validates and whether the manufacturer is registered with NHTSA at all. Source: NHTSA vPIC (vpic.nhtsa.dot.gov). Keyless, public domain, 24 h cache. SCOPE: a SPECIFICATION decode of the manufacturer's VIN pattern, describing what was built. It is NOT a registration, title, ownership, lien, insurance, odometer, accident, salvage or theft record, and it contains no information about any person. COVERAGE (NHTSA's own published figures, carried per response): about 99% from model year 1995, about 60-65% for 1980-1994, nothing before 1980.","inputSchema":{"type":"object","properties":{"vin":{"type":"string","description":"a 17-character VIN, or a partial VIN using NHTSA's '*' wildcard (their documented example: 5UXWX7C5*BA). Required"},"model_year":{"type":"string","description":"optional 4-digit model year; NHTSA recommends always sending it, and it disambiguates the 30-year VIN cycle"}},"required":["vin"]}},{"name":"trader_positioning","description":"Who is actually positioned which way in a US futures market - from the regulator itself. The CFTC Commitments of Traders (COT) report, published every Friday 3:30 p.m. ET, showing the long / short / spreading positions held as of the prior Tuesday broken out by trader category, plus the number of reporting traders behind each. Compiled by the CFTC from position reports that clearing members and brokers are legally required to file - the one public, audited view of positioning. Per category: long/short/spreading contracts, net, the CFTC's own week-over-week change, % of open interest, and trader counts, plus total open interest and its weekly change, and weeks of net-positioning history. Source: the CFTC's own published Commitments of Traders files (www.cftc.gov). Keyless, public domain, 12 h cache. HONESTY: COT is a LAGGED weekly report by design, not live - positions are as of Tuesday's close and are published the following Friday, so every response carries the report's as-of date and its age in days. HARD CONSTRAINT: positioning ONLY - contract counts, open interest, percentages and trader counts. No price, quote, valuation or settlement data is returned by any path. Not financial advice or a trading signal.","inputSchema":{"type":"object","properties":{"market":{"type":"string","description":"preset (default 'gold'; also silver, copper, platinum, palladium, crude_oil, natural_gas, gasoline, corn, wheat, soybeans, soybean_oil, soybean_meal, sugar, coffee, cocoa, cotton, live_cattle, lean_hogs, sp500, nasdaq, russell, dow, vix, euro, yen, aussie, pound, swiss_franc, canadian_dollar, mexican_peso, dollar_index, treasury_2y, treasury_5y, treasury_10y, treasury_bond, fed_funds, sofr_3m) or any CFTC market-name fragment, e.g. 'WHEAT-HRW'"},"report":{"type":"string","description":"'legacy' (default - non-commercial speculators vs commercial hedgers vs non-reportable; every market) | 'disaggregated' (producer/merchant, swap dealers, managed money, other reportables; physical commodities only)"},"weeks":{"type":"integer","description":"weeks of net-positioning history, 1-26 (default 8)"}}}},{"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.","inputSchema":{"type":"object","properties":{"window":{"type":"string","description":"upcoming (default) | previous (recently launched)"},"limit":{"type":"integer","description":"number of launches to return, 1-30 (default 10)"}}}},{"name":"spacex","description":"Live SpaceX activity \u2014 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 \u2014 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 \u2014 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 \u2014 launch schedule + constellation facts only, informational, from public data (The Space Devs, CelesTrak).","inputSchema":{"type":"object","properties":{}}},{"name":"marine_forecast","description":"Marine / surf forecast for a coastal point \u2014 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 \u2014 not a substitute for an official marine forecast/warning.","inputSchema":{"type":"object","properties":{"location":{"type":"string","description":"preset: gold_coast (default), byron, bells_beach, margaret_river, sydney"},"lat":{"type":"number","description":"latitude (decimal degrees) \u2014 overrides location preset"},"lon":{"type":"number","description":"longitude (decimal degrees) \u2014 overrides location preset"}}}},{"name":"ocean_buoys","description":"Live marine observations from NOAA NDBC ocean buoys \u2014 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 \u2014 US government public domain, keyless.","inputSchema":{"type":"object","properties":{"station":{"type":"string","description":"NDBC station id (e.g. 46059, 51001, 41001)"},"near":{"type":"string","description":"lat,lon string or coast preset (us west coast, hawaii, etc.)"},"limit":{"type":"integer","description":"max buoys to return for near= queries (default 5)"}}}},{"name":"research_papers","description":"Latest scholarly preprints from arXiv \u2014 newest-first \u2014 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.","inputSchema":{"type":"object","properties":{"category":{"type":"string","description":"arXiv taxonomy term (default cs.AI); e.g. cs.LG, cs.CL, cs.RO, math.PR"},"query":{"type":"string","description":"optional free-text keyword/phrase, AND-combined with category"}}}},{"name":"species_occurrences","description":"Recent species occurrence records from GBIF (Global Biodiversity Information Facility) \u2014 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 \u2014 not a population census or range map.","inputSchema":{"type":"object","properties":{"query":{"type":"string","description":"common name (e.g. koala, platypus) or scientific name (e.g. Phascolarctos cinereus)"},"near":{"type":"string","description":"lat,lon string to restrict to ~100 km radius (e.g. -27.47,153.02 for Brisbane)"}}}},{"name":"public_holidays","description":"Public / statutory holidays for a country (and optional state/province/region) in a given year \u2014 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) \u2014 commercial use + redistribution permitted, keyless. Informational only \u2014 confirm against the official gazette for legal/payroll use.","inputSchema":{"type":"object","properties":{"country":{"type":"string","description":"ISO-3166 alpha-2 code or common name (default AU; e.g. US, GB, NZ, australia)"},"year":{"type":"integer","description":"4-digit year (default = current year)"},"subdiv":{"type":"string","description":"optional subdivision code for region-specific holidays (e.g. NSW, VIC, CA, ENG)"}}}},{"name":"wikidata_facts","description":"Structured factual statements about a named entity from Wikidata \u2014 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 \u2014 values are as-current-as Wikidata's community edits. Source: Wikidata (wikidata.org), MediaWiki Action API \u2014 CC0 1.0 public domain: commercial use + redistribution permitted, no key, no attribution required.","inputSchema":{"type":"object","properties":{"entity":{"type":"string","description":"name to look up (e.g. Australia, Albert Einstein, Bitcoin); default Australia"}}}},{"name":"health_surveillance","description":"US public-health surveillance signals from the CDC \u2014 the current level + week-over-week direction of circulating illness, not individual case data. topic = respiratory (default \u2014 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 \u2014 US Government public domain (17 U.S.C. \u00a7 105), keyless; carries CDC attribution + the standard non-endorsement note. Informational only, not medical advice.","inputSchema":{"type":"object","properties":{"topic":{"type":"string","description":"respiratory (default) | wastewater"}}}},{"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 \u2014 crispr, Pfizer, semaglutide). Both empty (argless default) = the most-recently-updated notable trials registry-wide. Keyless; US Government public domain (17 U.S.C. \u00a7 105), courtesy of the U.S. National Library of Medicine. Self-reported registry data \u2014 informational only, not medical advice.","inputSchema":{"type":"object","properties":{"condition":{"type":"string","description":"disease/condition filter (e.g. melanoma, type 2 diabetes, alzheimer)"},"query":{"type":"string","description":"free-text search across the record (e.g. crispr, Pfizer, semaglutide)"}}}},{"name":"uk_water","description":"Live UK river & water levels and flood warnings from the Environment Agency (England) \u2014 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 \u2014 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 \u2014 Open Government Licence v3.0 (commercial use with the EA's mandated attribution, carried in provenance), keyless.","inputSchema":{"type":"object","properties":{"location":{"type":"string","description":"UK place name (e.g. london, york, oxford, carlisle); default london"},"lat":{"type":"number","description":"latitude in decimal degrees (optional; use with lon for any point in England)"},"lon":{"type":"number","description":"longitude in decimal degrees (optional; use with lat)"}}}},{"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) \u2014 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, \u2026); omit for the World aggregate. Source: Our World in Data (ourworldindata.org) \u2014 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 \u2014 a fail-closed runtime gate refuses any non-redistributable indicator. Annual-ish statistics, not a live-telemetry feed.","inputSchema":{"type":"object","properties":{"indicator":{"type":"string","description":"indicator slug/alias from the curated allowlist (default co2-emissions-per-capita; aliases co2, pop, gdp, hdi, literacy, internet, poverty, fertility, urban, rd); use 'list' for the menu"},"country":{"type":"string","description":"ISO-3 country code (AUS, USA, CHN, GBR, IND, \u2026); omit for the World aggregate"}}}},{"name":"pollen_forecast","description":"Airborne pollen / allergen forecast \u2014 six pollen types (alder, birch, grass, mugwort, olive, ragweed) in grains/m\u00b3, 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 \u2014 including all of Australia, the Americas, Asia, Africa \u2014 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 \u2014 PM2.5/ozone/AQI; this serves BIOLOGICAL pollen). Source: Open-Meteo Air Quality API / Copernicus Atmosphere Monitoring Service (CAMS) European ensemble \u2014 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.","inputSchema":{"type":"object","properties":{"location":{"type":"string","description":"city name or preset; EU presets carry real data (london [default], paris, berlin, madrid, rome, amsterdam, vienna, warsaw, athens, dublin); AU/world presets normally report out_of_region"},"lat":{"type":"number","description":"latitude in decimal degrees (optional; use with lon)"},"lon":{"type":"number","description":"longitude in decimal degrees (optional; use with lat)"}}}},{"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.","inputSchema":{"type":"object","properties":{"agency":{"type":"string","description":"awarding top-tier agency name contains (e.g. Department of Defense)"},"recipient":{"type":"string","description":"recipient or vendor name contains (e.g. Lockheed)"},"keyword":{"type":"string","description":"free-text search over the award description"},"award_type":{"type":"string","description":"contract (default) | grant | all"},"min_amount":{"type":"number","description":"USD floor; drop awards below this"},"limit":{"type":"integer","description":"how many to return, 1-50 (default 10)"}}}}],"resources":[],"prompts":[],"schema_version":"dynamic-feed-mcp-server-card/1","classification":"Public","product_registry":{"tool_count":94,"domain_count":20,"source_count":78,"registry_digest":"sha256:c0da1660c00ef3c0610638f65ac1887010b4d92f37409cbcd85358d0b5a2a00a","registry_revision":"2026-07-19.1","registry_updated_at":"2026-07-19T00:00:00Z","domains":["Developer & Web","Energy","Government & Compliance","Ground-truth & Utility","LLM Pricing & Models","Live Weather","Macro","Natural Hazards","Proprietary","Rates","Security","Shipping","Software Versions","Space & Orbit","Sports & Events","Transport & Vehicles","biodiversity","bitcoin","ocean","research"],"collections":[{"name":"ai-models","title":"AI models","description":"Current model catalogues and measured provider availability.","tool_count":3,"endpoint":"https://dynamicfeed.ai/mcp?collection=ai-models"},{"name":"evidence","title":"Evidence","description":"Claim inspection, citation and time-specific context utilities.","tool_count":11,"endpoint":"https://dynamicfeed.ai/mcp?collection=evidence"},{"name":"infrastructure","title":"Infrastructure","description":"Transport, network, energy and operational infrastructure observations.","tool_count":11,"endpoint":"https://dynamicfeed.ai/mcp?collection=infrastructure"},{"name":"security","title":"Security","description":"Software, vulnerability, certificate, network and service-state evidence.","tool_count":10,"endpoint":"https://dynamicfeed.ai/mcp?collection=security"},{"name":"space","title":"Space and orbit","description":"Orbital, launch, ephemeris, GNSS and space-weather observations.","tool_count":8,"endpoint":"https://dynamicfeed.ai/mcp?collection=space"},{"name":"weather","title":"Weather and hazards","description":"Weather, atmosphere, water and natural-hazard observations.","tool_count":21,"endpoint":"https://dynamicfeed.ai/mcp?collection=weather"}]},"served_by":{"provider":"Dynamic Feed","url":"https://dynamicfeed.ai","verify":"https://dynamicfeed.ai/.well-known/keys","verify_scope":"cryptographic-key-bytes-only","key_lifecycle":"https://dynamicfeed.ai/.well-known/signing-key-registry.json","facts":"https://dynamicfeed.ai/v1/facts","mcp":"https://dynamicfeed.ai/mcp","docs":"https://dynamicfeed.ai/llms.txt"},"signature":{"alg":"Ed25519","key_id":"df-ed25519-6ca0de29113b","canonicalization":"json-sorted-compact","sig":"tGIGS_6Diyi98bCg5TI4JYOWHIQJR-ZjtsVXXIo_4KNLltEKv4ywn7jBAzp0rh-qR8RJr75OkuR-izBOBrSbAQ=="}}