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Keyless MCP server providing live, verifiable data for AI agents — weather, hazards, space weather, CVEs, markets and rates, and flights & shipping — with every datapoint source-stamped and Ed25519-signed.
Do not connect
A critical issue was found. Do not connect this server as-is.
Scanned 1 month ago Due for re-check
A server can change after it's graded. Re-run the automated scan to refresh this report.
This grade is deterministic and reproducible: the same server surface always yields the same grade under a given algorithm version. It is a real automated assessment computed by the MCPGrade engine from what the probe actually observed — not a fabricated or opinion score. It is not a manual human pentest, so it can miss context-specific risks.
Every signal below was measured directly by the automated probe. The grade is derived only from evidence like this — nothing is assumed.
The Dynamic Feed MCP server exposes 94 tools, focused primarily on filesystem and AI capabilities. Its published description reads: "Keyless MCP server providing live, verifiable data for AI agents — weather, hazards, space weather, CVEs, markets and rates, and flights & shipping — with every datapoint source-s…". It communicates over Streamable HTTP using the 2025-06-18 protocol revision, and does not require authorization to connect. MCPGrade currently rates Dynamic Feed F — a critical issue was found and the server should not be connected as-is. Its most notable findings include "Data-exfiltration parameters" and "Cross-tool shadowing". This report is a deterministic, reproducible automated assessment: the same observed surface always yields the same grade under a given algorithm version, and it is refreshed as new scans arrive and free to read — but it is not a substitute for a manual human security review. Always re-check Dynamic Feed's advertised tools, transport security, and authorization posture before connecting an autonomous agent or sharing sensitive context with it.
Add Dynamic Feed to an MCP client using the endpoint below. Review the grade and findings above before granting an autonomous agent access.
MCP endpoint
https://dynamicfeed.ai/mcp/Streamable HTTP transport. This is the MCP endpoint, not a website — paste it into your MCP client server list rather than a browser.
Captured passively during the read-only scan. Click any value to find servers that match it.
The tools this server advertises via tools/list — names, purposes, and the parameters each accepts, exactly as enumerated read-only.
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-pric
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-min
Sorted worst-first. Each finding shows its severity, what it means, its OWASP MCP Top-10 mapping, and a recommended fix — the check id links to the exact methodology row that produced it.
tool: search_ai_models
A tool exposes a free-text/webhook/feedback parameter with no honest purpose — a classic exfil channel.
parameter "min_context"RecommendationRemove side-channel parameters; constrain tool inputs.
tool: company_lookup
A tool description tries to alter the model’s use of another tool.
tic join key to sanctions_screen and sec_filings — an LLM can't reliably map a nRecommendationDescriptions must describe only their own tool.
tool: water_levels
A tool description tries to alter the model’s use of another tool.
rising gage) or drought (low flow). Provide a 2-letter US `state`, USGSRecommendationDescriptions must describe only their own tool.
tool: world_cup
A tool description tries to alter the model’s use of another tool.
odds. Pair with sports_pulse for global attention. Every value is returnedRecommendationDescriptions must describe only their own tool.
tool: weather_alerts
A tool description tries to alter the model’s use of another tool.
ain. Pairs with current_weather/weather_forecast. Every value is returned in aRecommendationDescriptions must describe only their own tool.
tool: carbon_intensity
A tool description tries to alter the model’s use of another tool.
. GB only — see grid_carbon for Australia (per-NEM-state) + GB. Every valuRecommendationDescriptions must describe only their own tool.
tool: ai_models
A tool description tries to alter the model’s use of another tool.
& versions use search_ai_models. Args: query: search a model name (e.g. llamaRecommendationDescriptions must describe only their own tool.
tool: software_version
A tool description tries to alter the model’s use of another tool.
g: "what's the latest stable version of X?" and "is version Y still supporRecommendationDescriptions must describe only their own tool.
tool: software_version
A database tool exposes a query/sql parameter that is a free-form string with no allow-list or parameterisation constraint — a raw-string injection surface. A tool exposing structured filters or an `enum` of named queries does not fire.
unconstrained query parameter "query"RecommendationExpose parameterised operations instead of a raw query string; never build queries from unvalidated model output.
tool: security_advisories
A tool description tries to alter the model’s use of another tool.
VEs. Pairs with software_version (is my stack current AND safe?). Newest first.RecommendationDescriptions must describe only their own tool.
tool: security_advisories
A database tool exposes a query/sql parameter that is a free-form string with no allow-list or parameterisation constraint — a raw-string injection surface. A tool exposing structured filters or an `enum` of named queries does not fire.
unconstrained query parameter "query"RecommendationExpose parameterised operations instead of a raw query string; never build queries from unvalidated model output.
tool: interest_rates
A tool description tries to alter the model’s use of another tool.
ssing the current Fed/benchmark rate (training data is stale). Every valuRecommendationDescriptions must describe only their own tool.
tool: satellite_position
A tool description tries to alter the model’s use of another tool.
SS", "Hubble", "Tiangong". Pass one of norad_id or name. track_minutes:RecommendationDescriptions must describe only their own tool.
tool: rocket_launches
A tool description tries to alter the model’s use of another tool.
h time + a live countdown (T-minus / T-plus), net precision + launch windRecommendationDescriptions must describe only their own tool.
tool: spacex
A tool description tries to alter the model’s use of another tool.
X provider, and satellites(group=starlink) off our CelesTrak TLE mirror —RecommendationDescriptions must describe only their own tool.
tool: energy_grid
A tool description tries to alter the model’s use of another tool.
rly. Pairs with carbon_intensity. Every value is returned in an Ed25519-signed,RecommendationDescriptions must describe only their own tool.
tool: natural_events
A tool description tries to alter the model’s use of another tool.
om NASA EONET — wildfires, severe storms (hurricanes/typhoons), volcanoesRecommendationDescriptions must describe only their own tool.
tool: wildfires
A tool description tries to alter the model’s use of another tool.
ive (pairs with natural_events, which has global fire points but not size/contRecommendationDescriptions must describe only their own tool.
tool: global_disasters
A tool description tries to alter the model’s use of another tool.
ard feed across earthquakes, tropical cyclones, floods, droughts and volcanRecommendationDescriptions must describe only their own tool.
tool: exploited_vulnerabilities
A tool description tries to alter the model’s use of another tool.
that pairs with security_advisories (disclosed CVEs) and check_vulnerability (is paRecommendationDescriptions must describe only their own tool.
tool: current_weather
A tool description tries to alter the model’s use of another tool.
ing the weather. Args: city: city name (e.g. London, Tokyo, New York) —RecommendationDescriptions must describe only their own tool.
tool: air_quality
A tool description tries to alter the model’s use of another tool.
k (model) — see air_quality_fusion for a two-network cross-validated reading. ArgsRecommendationDescriptions must describe only their own tool.
tool: current_time
A tool description tries to alter the model’s use of another tool.
guessing "today" or "now". tz is an IANA timezone (e.g. "America/New_YorkRecommendationDescriptions must describe only their own tool.
tool: countdown
A tool description tries to alter the model’s use of another tool.
der, e.g. "next SpaceX launch"). Returns a human countdown + seconds +RecommendationDescriptions must describe only their own tool.
tool: cite
A tool description tries to alter the model’s use of another tool.
urce, or topic (earthquakes, current_weather, USGS, Open-Meteo, …) for itsRecommendationDescriptions must describe only their own tool.
tool: package_health
A tool description tries to alter the model’s use of another tool.
vulnerable) and software_version (is the runtime current). Args: package (e.g. "RecommendationDescriptions must describe only their own tool.
tool: climate_enso
A tool description tries to alter the model’s use of another tool.
t drives global drought/flood/bushfire risk — direct input for climate-RecommendationDescriptions must describe only their own tool.
tool: grid_carbon
A tool description tries to alter the model’s use of another tool.
ed. Complements carbon_intensity (UK-only, cleanest-window forecast). Keyless; ARecommendationDescriptions must describe only their own tool.
tool: scholarly_search
A tool description tries to alter the model’s use of another tool.
. DISTINCT from research_papers (arXiv preprints only, newest-first abstracts):RecommendationDescriptions must describe only their own tool.
tool: fda_recalls
A tool description tries to alter the model’s use of another tool.
appliances) and drug_shortages (FDA supply gaps, not defect withdrawals). SourRecommendationDescriptions must describe only their own tool.
tool: air_quality_fusion
A tool description tries to alter the model’s use of another tool.
air_quality (single-network AQI). If one network is down the result degrRecommendationDescriptions must describe only their own tool.
tool: au_water
A tool description tries to alter the model’s use of another tool.
erride. `kind` = "river" | "rain" | "both". Only stations whose data ownRecommendationDescriptions must describe only their own tool.
tool: flood_forecast
A tool description tries to alter the model’s use of another tool.
model guidance ONLY — no flood thresholds or severity classifications arRecommendationDescriptions must describe only their own tool.
tool: aviation_weather
A tool description tries to alter the model’s use of another tool.
g aircraft and `airport_delays` for FAA ground stops. Source: NOAA Aviation WeRecommendationDescriptions must describe only their own tool.
tool: ots_calendar_health
A tool description tries to alter the model’s use of another tool.
ke cert_check / service_status). Keyless, 120 s cache. Operational balances arRecommendationDescriptions must describe only their own tool.
tool: trader_positioning
A tool exposes a free-text/webhook/feedback parameter with no honest purpose — a classic exfil channel.
et- positioning history, 1-26 (default 8). Per category: long/short/sprRecommendationRemove side-channel parameters; constrain tool inputs.
tool: public_holidays
A tool description tries to alter the model’s use of another tool.
r). Pairs with `market_hours`. Holiday DATES are non-copyrightable facts; coRecommendationDescriptions must describe only their own tool.
tool: global_indicator
A tool description tries to alter the model’s use of another tool.
t (default "co2-emissions-per-capita"; aliases: co2, pop, gdp, hdi, literRecommendationDescriptions must describe only their own tool.
tool: pollen_forecast
A tool description tries to alter the model’s use of another tool.
ing. DISTINCT from `air_quality` / `air_quality_fusion` (those serve POLLURecommendationDescriptions must describe only their own tool.
The server accepts tool enumeration (and likely invocation) with no authentication.
RecommendationRequire OAuth 2.1 authorization for any server exposing non-public tools.
tool: trader_positioning
An unusually long description is a common injection-padding tactic.
description length 2151 charsRecommendationKeep descriptions concise.
Vantaj uptime monitoring via MCP — manage monitors, heartbeats, incidents, and status pages.
Unified gateway to Algeria's TKAWEN ecosystem: commerce, certification, and AI tools.
Provides access to the Cohereon Doctrine AI safety framework with governance components, tiered access, and agent onboarding.
Agentic rails for complex workflows with receipts, fees, and MCP tool access.
Structural TC39 spec lookup for ECMA-262 and ECMA-402 in AI agents, SHA-pinned and offline-first.
Structural TC39 spec lookup for ECMA-262 and ECMA-402 in AI agents, SHA-pinned and offline-first.
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
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)
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
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 dom
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 ra
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
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. Ev
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 /
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
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
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
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
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/Ext
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
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 continu
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 l
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:
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
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
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
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
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 ret
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 spac
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-
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 (
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 recor
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": th
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, pe
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 drive
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 v
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 p
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 | generat
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
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 / bigges
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
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_
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 a
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 U
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, bosto
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`.
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
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
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 (geocod
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) — s
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
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. Ev
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
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 p
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
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
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
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
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 launc
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 re
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 authoritat
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 secur
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 release
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. Ever
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). Eve
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
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 chan
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 Da
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 dr
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_
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 ea
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 ar
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" (sing
Official AUSTRALIAN economic indicators from the Australian Bureau of Statistics Data API (SDMX) — STATISTICS ONLY, NO prices. `indicator` = "cpi" (annual inflation, default) | "cpi_quarterly" | "unem
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" (mo
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` = "relevanc
Recent FDA-regulated RECALLS & enforcement actions via openFDA — regulatory facts, NO prices. `category` = "drug" (default) | "food" | "device". `query` = optional product / firm / reason search term
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 sta
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 counterpa
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
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
Active tropical cyclones from the NOAA National Hurricane Center (NHC) — tropical depressions, tropical storms, and hurricanes. Per storm: name, classification, Saffir-Simpson category, current positi
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 + vs
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), aver
Live health of the public OpenTimestamps (OTS) timestamp-anchoring calendar servers — the aggregation-and-anchoring infrastructure behind tamper-evident, independently verifiable, Bitcoin-anchored tim
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 manufactu
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 / s
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)
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, dew
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 d
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: spec
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, whe
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:
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-departm
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 /
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 st
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 cap
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 h