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Dynamic Feed

ai.dynamicfeed/dynamic-feed
94 keyless tools of live, verifiable data for AI: weather, hazards, space, CVEs. Ed25519-signed.
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Tools (94)

search_ai_models
Search current AI models by price, context window, and capability. Use this for up-to-date model pricing/features you don't reliably know. Prices are USD per 1M tokens. Results are cheapest-input-price first. Args: query: match part of a model name/id (e.g. "haiku", "gpt"). provider: filter to
airport_delays
Live FAA airport delays, ground stops, closures & ground-delay programs (US NAS, keyless). `airport` = 3-letter code (LGA, LAX…) or blank for all current disruptions. Ground stops change minute-to-minute — pure post-cutoff state. An empty/short list means the airspace is running normally. Every val
drug_shortages
US drug shortages from the FDA (openFDA, keyless). `query` = drug/generic name (amoxicillin…) or blank for the most recently updated. Is drug X in shortage right now — status/reason/company. A model's stale yes/no here is clinically misleading; confirm clinically. Every value is returned in an Ed25
sanctions_screen
Screen a name against the US OFAC SDN + UK Sanctions List (FCDO, Open Government Licence) — keyless. `name` = party to check; optional `program` (an OFAC program e.g. IRAN/CUBA, or a UK regime/origin). Each result is tagged with its `list` (US-OFAC | UK). A match means the party is sanctioned — lega
company_lookup
Resolve a company name (or exact 20-char LEI) to its authoritative global Legal Entity Identifier + canonical legal name, address, status and local registration, from GLEIF (CC0 public domain, keyless). The deterministic join key to sanctions_screen and sec_filings — an LLM can't reliably map a name
ephemeris
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). Pass a `location` (city, geocoded) OR `lat`/`lon`; optional `date` (YYYY-MM-DD, defau
emissions
National greenhouse-gas emissions for a country (ISO-3 code, e.g. USA/CHN/IND) + year, from Climate TRACE (CC BY 4.0, keyless): CO2/CH4/N2O + CO2-equivalent (100yr & 20yr GWP), the country's global rank and its share of world emissions. Climate TRACE's own modelled national inventory; annual, lags ~
federal_register
Recent US Federal Register documents — rules, proposed rules, notices, executive orders (keyless). `doc_type` = RULE | PRORULE | NOTICE | PRESDOCU. Answers 'what regulation took effect / what did the President sign' — total post-cutoff blindness for models. Every value is returned in an Ed25519-sig
drought
US drought severity — % of area in each D0-D4 class by week (U.S. Drought Monitor, keyless). `area` = 'total' (US national) or a state FIPS code. D0=abnormally dry … D4=exceptional drought. Weekly. Every value is returned in an Ed25519-signed, provenance-stamped envelope (source and observation tim
water_levels
Real-time US river levels — gage height (ft) + streamflow/discharge (ft3/s) from USGS NWIS (keyless). US only — see au_water for the Australian (BoM Water Data Online) counterpart. Use for "how high / how fast is river X right now", flood risk (rising gage) or drought (low flow). Provide a 2-letter
sports_pulse
Global ATTENTION + official schedule for a sporting event, team or competition — e.g. the 2026 FIFA World Cup. Returns the event's hosts/start-end dates/sport plus a worldwide attention signal: daily Wikipedia article views by language edition, with 7-day momentum, peak and a per-language breakdown.
world_cup
2026 FIFA World Cup FIXTURES + final RESULTS — all 104 matches, the next `upcoming` fixtures and the `recent` most-recent final scores, plus progress (played / remaining). Source: openfootball (PUBLIC DOMAIN, redistributable). Results appear post-match as the open dataset updates — NOT live minute-b
product_recalls
US product recalls — food, drug & medical-device enforcement reports (openFDA, keyless, CC0). `category` = all | food | drug | device; `query` matches the product description. Most-recent first; Class I = most serious. Use for "is product/brand X recalled right now". Informational — confirm against
treasury_yields
US Treasury daily par yield curve (1M-30Y) + the 10Y-2Y / 10Y-3M spreads — the classic recession signal (an inverted curve has preceded recessions). Today's curve is post-cutoff; a model can't know it. Use for "what's the yield curve / is it inverted / current 10-year Treasury". Keyless, US public d
weather_alerts
Active US NWS weather alerts/warnings — tornado, flood, severe thunderstorm, heat, winter, air-quality, marine. `area` = 2-letter US state (CA, TX, FL...) or marine zone; blank = nationwide Severe/Extreme. `event` optionally filters by type. Life-safety data that expires in hours; keyless, US public
carbon_intensity
Great Britain grid carbon intensity right now (gCO2/kWh + index) + the live fuel mix + the cleanest upcoming half-hour from the 24h forecast. Use to time energy-heavy work / answer "is the grid clean now?". Keyless, CC-BY. GB only — see grid_carbon for Australia (per-NEM-state) + GB. Every value is
sec_filings
Recent SEC EDGAR filings for a US public company by `ticker` (AAPL, NVDA, TSLA...). `form` optionally filters: 8-K (material event), 10-K/10-Q (financials), S-1 (IPO), 4 (insider trade). Filed continuously — a model can't know the recent ones. Keyless, US public domain. Every value is returned in a
ai_models
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 / what's the latest <X> model". This is the OPEN side (Llama, Qwen, DeepSeek, Mistral, Gemma, Phi…); for the close
service_status
Live up/down/degraded status for major AI & dev services (OpenAI, Anthropic, GitHub, Cloudflare, etc.). Use this to answer "is X up right now?". Services with issues are listed first. Args: category: filter by ai | dev | infra | platform. only_issues: only return services currently degraded or d
ai_provider_latency
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 this to pick the fastest/most-reliable provider right now, or to route. Args: window_hours: rolling window for the averages (de
software_version
Latest stable versions & end-of-life (EOL) dates for software — languages, runtimes, frameworks, databases, and OSes (Python, Node.js, PostgreSQL, React, Kubernetes, Ubuntu, ...). Use this instead of guessing: "what's the latest stable version of X?" and "is version Y still supported or end-of-life?
security_advisories
Recent software security advisories / CVEs — each with the affected package, vulnerable version range, the patched version that fixes it, severity, and CVSS score. Use this to check if a package has a recent advisory, or to get the latest critical CVEs. Pairs with software_version (is my stack curre
market_hours
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. Every value is returned in an Ed25519-signed, provenance-stamped envelope (source and observation time)
interest_rates
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). Every value is returned in an Ed25519-signed, provenance-stamped envelope (source and observation time) you can verif
satellites
Satellite/constellation catalog 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). Use for "how many Starlink satellites / orbital latency". Args: group: starlink, stations, gps
satellite_position
Real-time position of ANY satellite by its NORAD id OR a common name — computed with SGP4 from the latest live TLE: exact latitude/longitude, altitude, velocity, ground-footprint radius, the speed-of-light latency floor, and how old the TLE is. Use for "where is the ISS / Hubble right now" or to get
rocket_launches
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
gov_contracts
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, so a decision about a vendor or programme
spacex
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 countdow
orbital_data_centers
DATA CENTERS IN SPACE — curated registry of compute/AI spacecraft in orbit (Starcloud's NVIDIA H100 GPU, ESA Φsat-2 AI edge, D-Orbit in-orbit cloud), each enriched with LIVE orbital data (altitude, period, inclination) and the speed-of-light round-trip latency floor for ground links. Use for "what d
space_weather
Full space-weather now-cast (NOAA SWPC) — the NOAA R/S/G storm scales (radio blackout / radiation storm / geomagnetic storm), geomagnetic Kp index, solar wind (speed, density, and Bz — the storm driver), the latest solar X-ray flux / flare, and an aurora-visibility hint. Affects satellite comms & dr
internet_outages
Live BGP routing health for a network resource — an ASN (e.g. "AS3215"), an IP ("8.8.8.8"), or a prefix ("193.0.0.0/22") — from RIPEstat (RIPE NCC's open routing-information service). Returns global visibility (how many of RIPE's route collectors currently see the resource) + an outage signal: healt
gps_interference
Probable GPS/GNSS interference (jamming/spoofing) over an area, MEASURED from live ADS-B navigation integrity (the GPSJam method) — unique to Dynamic Feed, derived from adsb.lol (CC0). Pass a region preset (london · blacksea · baltic · easternmed · persiangulf · korea · finland · caucasus · northsea
energy_grid
Live US electricity grid data by region/operator (US EIA, public domain). region = US48 (national) or a grid operator: CAISO · PJM · MISO · ERCOT · ISONE · NYISO · SPP · BPA. metric = demand | generation | mix (current fuel mix in MW). Hourly. Pairs with carbon_intensity. Every value is returned in
global_macro
Worldwide macro indicators for ANY country (World Bank Open Data, CC-BY). country = an ISO code (US, GB, DE, IN, BR, JP, CN, ZA…) or name. indicator = gdp · gdp_growth · gdp_per_capita · cpi_inflation · unemployment · population · exports · imports · current_account · fx_reserves · fdi · govt_debt_p
earthquakes
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. Args: min_magnitude
natural_events
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". Args: category: wildfires | severeStorms | volcanoes | floods | seaLakeIce (blank = all). days: look
wildfires
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. Args: state: option
global_disasters
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
volcanoes
Current US volcano alert levels (USGS Volcano Hazards Program, keyless, public domain). `status`: 'elevated' (default — only volcanoes at YELLOW/ORANGE/RED or ADVISORY/WATCH/WARNING) or 'all' (every USGS-monitored volcano). Each result carries the ground `alert_level`, aviation `color_code`, the obs
tides
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, …); `units` english|metric. Heights are vs the MLLW datum. S
exploited_vulnerabilities
Vulnerabilities CONFIRMED exploited in the wild — the CISA Known Exploited Vulnerabilities (KEV) catalog, each enriched with its EPSS exploitation-probability score (FIRST.org), plus a risk `summary`. The 'which CVEs actually matter right now' layer that pairs with security_advisories (disclosed CVE
live_flights
Live aircraft positions right now — 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. Args: region: a preset area — london, newyork, losangeles, paris, tokyo, dubai, singapore, sydney, frankfurt, h
current_weather
Current weather anywhere — by city name or lat/lon. Returns temperature, feels-like, wind, humidity, precipitation and conditions, live. Use instead of guessing the weather. Args: city: city name (e.g. London, Tokyo, New York) — geocoded automatically. lat: latitude (alternative to city). lon:
weather_forecast
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". Args: city: city name (geocoded). lat/lon: alternative. days: 1-16 (default 7). Every value is returned in an Ed25519-signed,
air_quality
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". Single-network (model) — see air_quality_fusion for a two-network cross-validated reading. Args: city: city name (geocoded).
check_vulnerability
Is this exact package (and version) vulnerable? FULL historical lookup across the entire OSV.dev corpus (Google) — every matching advisory + the versions that fix it. Use to check a dependency: "does lodash 4.17.10 have any known CVEs?". Args: package: package name (lodash, requests...). For Maven
china_data
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. Every value is returned in an Ed25519-signed, provenance-stamped envelope (source and observation tim
shipping_status
Global shipping & maritime data AIs lack. CURRENTLY LIVE: real-time Baltic vessel positions (AIS) enriched with ship name, type and destination (scope=vessels, the default). The 28 maritime-chokepoint transits (Suez, Panama, Hormuz, Malacca, Taiwan...) and the global port registry from IMF PortWatch
whats_changed_since_your_training
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. Every value is returned in an Ed25519-signed, provenance-stamped envelope
reality_check
Fact-check a statement against LIVE data — the anti-hallucination tool. Pass any claim about the current world ("the latest Python is 3.12", "the stock market is open", "GitHub is down") and get back a verdict (accurate / stale_or_wrong / current_value / outside_coverage), the LIVE value, a confiden
detect_drift
DRIFT DETECTION — audit a batch of AI-stated facts against live ground-truth in one call. Pass `claims` (a list of statements an LLM produced) or `text` (a paragraph that's split into claims); each is fact-checked and graded — drifted / confirmed / unverifiable, with a severity — plus a summary (dri
current_time
The current date & time anywhere — an LLM has no internal clock, so use this instead of guessing "today" or "now". tz is an IANA timezone (e.g. "America/New_York", "Asia/Tokyo"); default UTC. Returns UTC + local time, date, weekday, weekend flag, ISO week and unix time. Every value is returned in a
convert
Convert an amount between currencies at the LIVE rate (not a stale training-era rate). CURRENTLY LIVE: fiat (USD/EUR/GBP/JPY/CNY/AUD/...). Crypto (BTC/ETH/SOL/...) and precious metals (XAU/XAG/XPT/XPD) are coming in a future release. e.g. 100 USD→JPY, 5000 EUR→GBP. Every value is returned in an Ed2
countdown
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. Every value is returned in an Ed25519-s
world_pulse
One call: what's happening on Earth RIGHT NOW — the biggest recent earthquake, the newest actively-exploited CVE, the fastest AI API (we measure it), the trending new AI model and the latest Python release — with a plain-English summary. The live state of the world at a glance. Every value is retur
cite
Get a fresh, CITEABLE source + timestamp for a current datapoint — so you can cite it, not guess. Pass ANY tool, source, or topic (earthquakes, current_weather, USGS, Open-Meteo, …) for its authoritative source + licence + attribution + verify URL, or a software product (python, nodejs, …) for its l
package_health
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, count of known security advisories, the OpenSSF Scorecard (0-10 security-posture score for the source repo + its weakest
github_releases
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 X" — a model can't know releases published after its training cutoff. e.g. repo="facebook/react". Every value is returned in an Ed
hacker_news
Live Hacker News stories (keyless) — the tech/AI attention layer right now. kind = top | new | best; optional case-insensitive title filter (e.g. query="AI"). Returns title, score, comments, url. Every value is returned in an Ed25519-signed, provenance-stamped envelope (source and observation time)
dns_lookup
Live DNS records for a domain via Cloudflare DNS-over-HTTPS (keyless): A / AAAA / MX / TXT / NS / CNAME / SOA / CAA. Resolve a domain to what's actually live in DNS now (not a stale cached guess). Every value is returned in an Ed25519-signed, provenance-stamped envelope (source and observation time
cert_check
Live TLS/SSL certificate check for any domain — measured by a direct handshake RIGHT NOW: issuer, validity window, days to expiry, expiring-soon flag, SANs, negotiated TLS version. Is this site's cert valid / when does it expire / who issued it — facts, not a cached scan. Every value is returned in
wikipedia_trends
What is the world paying ATTENTION to right now — top-viewed Wikipedia articles (the global zeitgeist, ~1 day lag), or pass a topic for that article's 14-day attention trend with a week-over-week change. Pageview data is CC0 (public domain) from the Wikimedia Pageviews API. Every value is returned
econ_calendar
What is SCHEDULED to move markets — upcoming US Treasury auctions (type, term, size, date) and FOMC meeting dates incl. the next meeting. Pure schedule facts (never prices), from US Treasury Fiscal Data + the Federal Reserve calendar (both public domain). 'When is the next Fed meeting / next 10-year
climate_enso
Current EL NIÑO / LA NIÑA state — latest ONI anomaly + phase, official episode check, recent seasons, and NOAA CPC's alert-system status (e.g. 'El Niño Watch'). The Pacific state that drives global drought/flood/bushfire risk — direct input for climate-risk and parametric posture. Every value is re
sst_anomaly
Sea-surface temperature + anomaly vs climatology for any ocean point or named region (great_barrier_reef [default], moreton_bay, tasmania, ningaloo, coral_sea, north_west_shelf, spencer_gulf, florida_keys, gulf_of_mexico, north_sea, mediterranean) — with an honest marine-heatwave heuristic flag (ano
sea_ice
Latest daily Arctic + Antarctic sea-ice extent (million km²) from the NSIDC Sea Ice Index (G02135, v4): current extent + date per pole, change vs the prior week, and the same calendar day ~10 years earlier. region = "arctic" | "antarctic" | "both" (default "both"). Extent = ocean with ≥15% ice conce
world_events
Latest global news-event coverage from the GDELT Project, which monitors worldwide news in 100+ languages: the most recent articles matching `query` (keyword/phrase, optional — matched against full article text) from outlets in `region` (country name, optional) within the past `hours` (1-168, defaul
grid_carbon
Live grid carbon intensity (gCO2/kWh): current value, trend vs ~3 hours ago, and the live generation mix by fuel. `region` = "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 s
au_economy
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 %), its real ABS reference period (e.g. 202
us_economy
Official US economic indicators from the U.S. Bureau of Labor Statistics Public Data API — STATISTICS ONLY, NO prices. `indicator` = "cpi" (annual inflation, default) | "unemployment" | "payrolls" (monthly non-farm jobs change) | "ppi" (producer-price inflation) | "wages" (average-hourly-earnings gr
scholarly_search
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 wor
fda_recalls
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 across that category). `limit` =
air_quality_fusion
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),
au_water
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
flood_forecast
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-look
aviation_weather
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 brie
hurricanes
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 l
bitcoin_network
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
lightning_network
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
ots_calendar_health
Live health of the public OpenTimestamps (OTS) timestamp-anchoring calendar servers — 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 ag
vin_decode
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 ve
trader_positioning
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 re
marine_forecast
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. `lo
ocean_buoys
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 stat
research_papers
Latest scholarly preprints from arXiv — newest-first — by category and/or keyword. Returns up to 15 papers, each 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.
species_occurrences
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
public_holidays
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
wikidata_facts
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 (e.g. for a country: capital, population, area, head of
health_surveillance
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
clinical_trials
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 / prima
uk_water
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 plac
global_indicator
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 pr
pollen_forecast
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

Endpoint

https://dynamicfeed.ai/mcp
Category: Dev & Git · Last checked: 2026-07-30T12:46:42Z

Monitor your own MCP server

Get alerted the moment yours goes down, a tool schema drifts, or an upstream silently breaks.

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How we measure →
What this means. This server responded to the MCP handshake and listed its tools without authentication. The schema fingerprint lets us flag if tool signatures silently change (schema drift) between checks.