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Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Code & DevOps

Lilambd Data for Agents

21 world data tools: airports, units, markets, security, travel meds, pet entry. x402 per call.

Checks passed
11 / 22

3 failed · 8 not measured

Median response
179 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
62

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
310
Publisher identityCan the publisher be traced to its source?
222

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 179 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name lilambd-data.

  • Pass
    Lists tools

    tools/list returned 62 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 179 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 179 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    183 of 183 parameters have a description (100%). The bar is 80%.

  • Fail
    Safety hints

    62 tools set neither readOnlyHint nor destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Not measured
    Website matches publisher

    This namespace is not a reverse domain, so the website comparison does not apply.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Fail
    Repo owner matches

    The GitHub repository owner does not match the namespace login.

  • Pass
    Recently updated

    Updated 2026-11-02T23:56:11.032266Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using Lilambd Data for Agents

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http lilambd-data-for-agents https://api.lilambd.com/mcp

Capabilities

Tools 62

agents

AI Agent Economy Census. What AI agents can buy, and at what price, measured every day. Routes: /mcp (q, remote, limit, offset); /x402 (q, category, host, min_price, max_price, sort, include_testnet, limit, offset); /mcp/new (since, limit, offset); /summary (include_testnet); /counters (key, days); /x402/new (since, category, limit, offset); /mcp/daily (days); /mcp/{name}; /x402/daily; /x402/hosts (category, q, sort, limit, offset); /mcp/namespaces (limit, offset); /trending/{kind} (day, limit, offset); /x402/categories; /x402/price-check (price*, category). Paid $0.005 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
airports

Airports of the World. Airport lookup for travel apps, flight tools, logistics, games and AI agents. Routes: /nearby (lat*, lon*, type, limit); /search (q, country, type, scheduled, limit, offset); /{code}. Paid $0.005 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
biodiversity

Biodiversity by Place. How well is life recorded here? One API for any point on Earth, built from the GBIF occurrence snapshot of 1 October 2026 and counted on a fixed 0.5 degree grid (about 55 km). Routes: /gaps (level, country, admin1, max_records, stale, min_cells, limit, offset); /cells (country, admin1, lat, lon, min_records, max_records, sort, limit, offset); /place (lat*, lon*, top, species); /admin1 (country*, by, limit, offset); /nearby (lat*, lon*, radius_cells, limit, offset); /decades (country); /summary; /countries (by, continent, min_cells, limit, offset); /admin1/{code}; /cells/{cell_id} (scheme); /countries/{iso2}. Paid $0.005 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
budget-inflation

How do households in these countries split their budget, and how much inflation do food and energy add?. For 1-5 countries: household budget shares by COICOP group (OECD national accounts), latest food / energy / headline CPI inflation (World Bank) and the percentage-point contribution of food and household energy given each country's budget weights. Computed by Lilambd. Routes: /answer (countries*); /countries (limit). Paid $0.5 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
calendars

World Calendars and Date Conversion API. Convert dates between the world's calendars and get every month, weekday and era name in 657 locales. Routes: /days (from, to, limit, offset); /convert (date, locale); /paydays (country, from, to, kind, limit, offset); /systems (locale); /era-names (calendar, locale, width, limit, offset); /festivals (year, tradition, festival_id, country, limit, offset); /month-names (calendar, locale, context, width, limit, offset); /solar-terms (year, limit, offset); /systems/{id} (locale); /to-gregorian (calendar, date); /weekday-names (locale, context, width, limit, offset); /paydays/{iso2} (from, to, kind, limit, offset); /countries/{iso2}. Paid $0.005 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
cit-rate-changes

Which countries raised or cut their corporate tax rate between two years, and where does a country rank now?. Compares OECD statutory combined corporate income tax rates across ~146 jurisdictions between two years: who raised, who cut, by how many points, the median shift, and optionally one country's rank and year-by-year path. Computed by Lilambd. Not tax advice. Routes: /years (limit); /answer (from*, to, direction, country, limit). Paid $0.5 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
city-dossier

What is this city like, in one page of measured facts?. One-city dossier for any of 6,902 cities with 100k+ people (176 countries): reported population and its rank in country and world, built-up agglomeration population 2000 and 2025 with growth and density percentiles (EU GHSL), central-3 km roads, rail and park share (OpenStreetMap via Overture), elevation, nearest large airport and seaport, and 1991-2020 monthly temperature and rainfall measured at the nearest NOAA station. Includes 5 computed insights and a ready-to-paste Markdown page. Facts only; sources and data date in the attribution. Rebuilt monthly. Routes: /answer (city*, country); /search (q*); /countries (limit). Paid $0.1 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
colors

Color Names: 30,000+ Named Colors. Give every color a human name. Great for design tools, games, generative art, e-commerce filters and AI assistants. Routes: /random (count); /search (q, limit, offset); /nearest (hex*, limit); /{name_or_hex}. Paid $0.005 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
conflict

Armed Conflict Events by Country and Region. Clean yearly conflict numbers for risk dashboards, travel-safety apps, news tools, research and AI agents. Routes: /top (year, level, by, limit, offset); /regions (country, year, limit, offset); /countries/{iso2} (from, to, limit, offset). Paid $0.005 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
cve-priority

Which vulnerabilities in this vendor's products should I patch first?. Joins NVD CVE records (CVSS), FIRST EPSS exploit probability and the CISA Known Exploited Vulnerabilities catalog for one vendor (optionally one product) and returns a patch order with tiers, KEV due dates and a summary (expected exploited count, top CWEs). Ranking computed by Lilambd. Routes: /answer (vendor*, product, days, limit, offset); /kev-recent (days, vendor, limit). Paid $0.5 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
disaster-exposure

How many deadly earthquakes, tsunamis and eruptions has this place seen since 1900?. Give a point (lat, lon) and a radius. Returns NOAA NCEI significant earthquake, tsunami and volcanic eruption records within that radius since a chosen year: counts by kind, published deaths on the records, strongest quake magnitude and the five deadliest records with distance. Plus a per-decade table. Counts and distances computed by Lilambd from NOAA records; no personal data. Routes: /; /answer (lat*, lon*, radius_km, since); /decades (kind, limit, offset). Paid $0.5 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
energy-bill-hours

What does a household's yearly electricity and gas cost in an EU country, and how many hours of work pay for it?. Eurostat household electricity and gas prices (all taxes) with Europe rank and history, turned into an annual bill for your consumption and into hours of average paid work (ILOSTAT hourly earnings). Computed by Lilambd. Routes: /answer (country*, kwh, gj, limit); /countries (limit). Paid $0.5 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
exchanges

Stock Exchanges and Trading Venues (MIC). Look up any exchange or trading venue for fintech apps, trading bots and data pipelines. Routes: /{mic}; /search (q, country, status, category, limit, offset). Paid $0.005 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
exposure

Exposure brief: one finished security answer per company domain or tech stack. One call returns a ready answer about a company or a tech stack: its breach history (HIBP + Japan disclosures), every actively exploited CVE (CISA KEV) in the vendors/products you name (or the company's own products, inferred from the domain), which are used by ransomware and past CISA due dates, recent CVEs not yet exploited but with high EPSS, lookalike hostnames with new TLS certificates (Certificate Transparency, last 30 days), and a prioritised action list. Every item has a source URL; data_as_of per source. Facts only, no personal records. Routes: /brief (domain*, stack, lookalikes, limit). Paid $0.5 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
firm-brief

Who owns this company, where does it operate, what does it sell and research?. One company brief joined from five open ledgers: GLEIF group ownership (ultimate parent, descendants, countries), Open Food Facts brand owners (brands, product categories, countries sold, with category market size), OpenAlex research organisations (sites, works, citations by country), public tender notices where the organisation is the buyer, and the home country's cross-border ownership links. Every block names its source and date; matching, country union and summaries are computed by Lilambd. Organisations only, no data about individual people. Routes: /answer (name, lei, wikidata); /brands (q*, limit, offset); /search (q, limit, offset); /coverage. Paid $0.5 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
hazard

World Natural Hazards and Warming. How much each place shakes and how much it has warmed, in one API. Every number is counted or averaged from public measurement records; nothing is modelled. Routes: /gaps (level, country, min_population, limit, offset); /events (kind, country, region, from, to, min_deaths, min_magnitude, lat, lon, radius_km, sort, limit, offset); /trends (band); /regions (q, country, sort, joint_exposure, lat, lon, limit, offset); /summary; /stations (country, q, sort, lat, lon, radius_km, limit, offset); /countries (sort, limit, offset); /place-risk (lat*, lon*, radius_km); /events/{id} (kind); /regions/{id} (events); /features/{id}; /stations/{id}; /joint-exposure (limit, offset); /countries/{iso2}; /regions/{id}/events (kind, sort, limit, offset); /regions/{id}/stations (limit, offset). Paid $0.005 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
japan

Japan Municipality Statistics. Official statistics for every municipality in Japan in one JSON API, for real-estate tools, relocation apps, local-business dashboards and AI agents. Routes: /rank (indicator*, year, prefecture, order, limit, offset); /indicators; /municipalities (q, prefecture, limit, offset); /municipalities/{code} (indicator). Paid $0.005 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
jp-furusato

Does this Japanese town win or lose from furusato nozei (hometown tax)?. Furusato nozei for all 1,741 Japanese municipalities, fiscal years 2015-2025: donations received, resident tax lost to residents giving elsewhere, the net, net as a share of local tax, and growth. One town with its rank and a plain verdict, or the top towns by net, inflow, outflow or net share. Official figures only; no personal data. Routes: /top (by, year, limit); /city (code); /answer (name, pref, code). Paid $0.05 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
jp-health

Japan Hospitals and Prefecture Health Facts. Japan's hospital landscape in one API, built from the Ministry of Health, Labour and Welfare FY2024 DPC discharge-patient survey and official prefecture statistics. Routes: /mdc; /gaps (by, limit, offset); /rank (by, order, limit, offset); /facts (topic, pref, sort, limit, offset); /summary; /hospitals (pref, q, city_code, dpc_status, min_beds, max_beds, mdc, min_cases, sort, limit, offset); /mdc/{mdc} (pref, sort, limit, offset); /prefectures (sort, limit, offset); /facts/topics; /cities/{city_code}; /prefectures/{pref}; /hospitals/{hospital_id}; /prefectures/{pref}/facts; /hospitals/{hospital_id}/mdc; /prefectures/{pref}/hospitals (limit, offset); /hospitals/{hospital_id}/profile; /prefectures/{pref}/health-profile. Paid $0.005 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
jp-household

What do Japanese households spend on and do, and where does local money flow?. Japanese household facts from official statistics: yearly spending per household on 620 items with COICOP codes (2025), participation and days per year for 80 leisure and sports activities, household consumption by 301 input-output sectors (2020), counts of households and firms by area, and municipal money flows per prefecture (taxes in, transfers in, spending out, FY2019-2024). Facts only; no personal data. Routes: /io (q); /actors (kind, q); /spending (q); /activities (q); /local-flows (pref, year). Paid $0.05 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
jp-law-reviews

Which Japanese laws are due for their statutory review, and when?. 2,816 review clauses (見直し規定) in 888 Japanese laws, each with its base event and date, the number of years, and the computed due date, with an e-Gov link to the law. Ask what is due in a window, a month-by-month summary with the reviews already overdue, or every review clause of one law. Facts from statute text only; no personal data. Routes: /due (from, to, limit); /law (q, law_id); /answer (months). Paid $0.05 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
kinds

Kinds: linked ledgers of kinds of things (instruments, woods, alloys, elements). Kinds of things in one shared shape, linked to what they are made from: 2,392 musical instruments (Hornbostel-Sachs class, origin country), 504 woods, 285 alloys, 174 chemical elements and the materials instruments use. Follow made_from chains (guitar -> wood -> ...; cymbal -> bronze -> copper and tin). Japanese names where they exist. Source Wikidata (CC0). Routes: /{id}; /chain (id*); /facets; /search (facet, q, limit, offset). Paid $0.05 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
koyomi

Koyomi: Calendars, Holidays and Helplines for AI Answers. Data that grounds what people ask AI about feelings, fortune, love and daily life: computed calendars for any date and place (sexagenary cycle, rokuyo, Japanese and Chinese lunisolar dates, 24 solar terms, moon, sun sign, 10 world calendars), world public holidays, verified crisis and listening helplines, and a consult map. Routes: /day (date, tz); /sun (lat*, lon*, date, tz); /range (from*, to*, tz, has); /rules; /topics; /holidays (country*, year, subdiv, lang, types); /countries (country); /helplines (country); /moon-phases (year*); /solar-terms (year*). Paid $0.05 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
land

Land Use and Forest Loss by Region. What the ground of every state, province and prefecture is made of, and how it changed, counted from 30 m satellite pixels. One API for site screening, ESG and deforestation checks, urban growth, agriculture and climate apps and AI agents. Routes: /gaps (country, limit, offset); /world (thr); /nearby (lat*, lon*, radius_km, limit, offset); /classes (detail); /regions (country, q, limit, offset); /features (country, region_id, feature, limit, offset); /rankings (by, level, country, min_area_km2, min_tree_cover_km2, limit, offset); /countries (limit, offset); /regions/{id}; /countries/{code} (thr); /regions/{id}/soil; /regions/{id}/built; /regions/{id}/water; /regions/{id}/forest (thr); /regions/{id}/profile (thr); /regions/{id}/land-cover (min_km2). Paid $0.005 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
languages

World Languages (Glottolog). Language metadata for localisation tools, language-learning apps, games and AI pipelines. Routes: /search (q, country, family, endangerment, limit, offset); /{code}. Paid $0.005 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
licenses

Open Source Licenses (SPDX). License metadata for dependency scanners, SBOM tools, package registries and AI coding agents. Routes: /{id}; /search (q, osi_approved, limit, offset). Paid $0.005 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
list_apis

Free. List all Lilambd data APIs with their routes and query parameters.

Discovered
local-markets

Local Markets: markets away from big cities. Every recorded market place in the world tagged by how far it sits from cities (Natural Earth): big_city (<=30 km of a 1M+ city), city (<=30 km of a 100k+ city), regional (30-100 km), remote (>100 km). Default answers return only regional and remote markets, the village and rural markets big catalogues bury. Places: Overture Maps Foundation (CDLA-Permissive-2.0). Cities: Natural Earth (public domain). Locality computed by Lilambd. Routes: /near (lat*, lon*, radius_km, locality, limit, offset); /{id}; /search (q*, locality, limit); /country (country*, locality, limit, offset); /countries. Paid $0.05 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
market-gaps

Market gaps: where the same food costs 2-50x more in the same country. Within-country market price gaps for food, fuel and wages in 69 low- and middle-income countries: for each commodity, the cheapest and the dearest market in the latest month it was priced, the ratio, distance between the two, and pairs of markets that stayed cheapest/dearest for many months. Built monthly from WFP market price monitoring (HDX, CC BY-IGO). Facts, not trading advice. Routes: /top (commodity, min_ratio, limit); /country (country*, commodity, limit); /countries; /persistent (country, commodity, min_months). Paid $0.05 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
marketplaces

Lilambd World Marketplaces Physical and Digital API. Where the world buys and sells, in one shape: 409,266 physical market places in 228 countries (199,888 shopping malls, 64,192 farmers' markets, 31,899 flea markets, 20,775 auction houses, 11,238 bazaars and souks, 5,173 night markets, 3,609 fish markets, wholesale markets, hawker centres and more) with coordinates, region, town, website and a locality class (big city, city, regional, remote: 29,146 places over 100 km from any 100k+ city), plus 5,457 digital marketplaces and app stores. Nearby search, country and region views, rankings, coverage gaps and a one-call country profile. Sources: Overture Maps places 2026-10-21.0 (CDLA-Permissive-2.0 / Apache-2.0 / CC0 rows only) and Wikidata (CC0). Compiled by Lilambd. Routes: /gaps (min_population, limit, offset); /rank (kind, by, limit, offset); /kinds; /nearby (lat*, lon*, radius_km, kind, limit, offset); /places (country, kind, locality_class, q, region, town, limit, offset); /digital (q, country, kinds, deal_type, limit, offset); /countries (sort, limit, offset); /places/{id}; /digital/{id}; /admin1/{iso2} (limit, offset); /countries/{iso2}. Paid $0.005 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
markets

World Markets: Farmers, Flea, Night and Fish Markets. Find real-world markets anywhere. For travel apps, local-discovery apps, maps, games and AI agents. Routes: /{id}; /kinds; /nearby (lat*, lon*, kind, include_closed, limit); /search (q, country, kind, include_closed, limit, offset); /countries (country, kind, min_population, sort, limit, offset). Paid $0.005 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
next-languages

Which languages should I localize into next?. Ranks 60 candidate languages for product localization beyond en ja zh es pt fr de ko hi ar, by CLDR speakers (L1+L2), GDP (PPP) reach, digital-marketplace reach, official-language countries and CLDR locale coverage. Also lists writing systems (ISO 15924) with Unicode 17.0 character counts, direction and speakers. Routes: /; /answer (have, limit, offset); /scripts (rtl, limit); /script/{code}. Paid $0.05 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
occupation-pay-ladder

What does each occupation earn per hour in a country, how many people do it, and how does that pay compare abroad?. ILOSTAT hourly earnings for the ISCO-08 major groups (local currency, USD, PPP) joined with employment by occupation: pay index vs the national average, employment share, and a PPP comparison of one occupation across up to 10 countries. Computed by Lilambd. Routes: /answer (country*, occupation, compare, limit); /countries (limit). Paid $0.5 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
orgs

World Organizations: Research Bodies Societies Funders and Publishers. A world directory of organizations that are not just companies or governments. For research tools, grant finders, CRM enrichment, maps, education apps and AI agents. Routes: /gaps (kind, form, min_population, limit, offset); /{id}; /forms; /kinds; /nearby (lat*, lon*, kind, form, limit); /search (q, country, kind, form, source, sort, limit, offset); /countries (country, kind, form, sort, limit, offset); /nonprofits/{ein}; /nonprofits/causes (state); /nonprofits/search (q, state, city, postcode, kind, cause, min_revenue, max_revenue, sort, limit, offset); /nonprofits/states (cause, sort). Paid $0.005 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
pet-entry

Pet entry: can my dog or cat cross this border in time?. Official rules for taking a pet dog, cat or ferret into another country: microchip, rabies shots, blood test and waiting days, advance notice, papers, quarantine, and the shortest days from scratch to legal entry. Every row cites the government page it was read from. Facts only, not veterinary or legal advice. Routes: /answer (to*, from, species, days, vaccinated_in); /country (to*); /countries. Paid $0.5 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
place-brief

What natural hazards and infrastructure surround this latitude/longitude?. One finished place brief for any point on Earth: historical significant earthquakes, tsunami sources and volcanic eruptions near the point (NOAA NCEI), the admin1 region's USGS M6+ rate since 1900 and its rank, nearby GHCN station warming (1991-2020 vs 1961-1990), country hazard totals, nearest cities, scheduled airports, power plants (capacity by fuel), market places and ports, each with great-circle distance in km. Every block names its source and data date; computed fields are marked as computed by Lilambd. Historical record only, not a hazard model, engineering or legal advice. Routes: /answer (lat*, lon*, radius_km); /nearest (lat*, lon*, kind*, radius_km, scheduled, include_heliports, limit, offset); /coverage. Paid $0.5 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
platforms

Online Platforms Directory. A categorised directory of the world's online platforms for market research, competitor maps, onboarding flows and AI agents. Routes: /search (q, category, country, limit, offset); /categories; /{wikidata}. Paid $0.005 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
power

Power Plants of the World. Global power plant lookup for energy apps, climate tools, maps, simulations, city-building games and AI agents. Routes: /{id}; /fuels; /nearby (lat*, lon*, fuel, min_mw, limit); /search (q, country, fuel, min_mw, limit, offset); /countries (country). Paid $0.005 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
power-fuel-exposure

How is a country's power capacity split by fuel, and how exposed is it to current coal, gas and oil price moves?. Aggregates the WRI Global Power Plant Database for one country (capacity mix, fossil vs low-carbon share, MW per million people, oldest/largest plants) and joins World Bank Pink Sheet fuel benchmarks and the country's energy CPI to give a capacity-weighted fuel price change. Computed by Lilambd. Routes: /answer (country*, limit); /countries (limit). Paid $0.5 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
price-check

x402 API Price Check. Price your agent-facing API against the live market in one call. Routes: / (q*, price). Paid $0.5 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
prices

World Prices by Country. What things cost and how fast prices move, by country and by commodity, in one API. Routes: /gaps (limit, offset); /rank (item, by, order, year, continent, limit, offset); /items (q, kind, limit, offset); /compare (countries*, item, from, to); /summary; /countries (q, continent, limit, offset); /us-states (item, year, order, limit, offset); /commodities (kind, q, sort, limit, offset); /items/{item}; /countries/{iso2} (item, freq, from, to); /commodities/{item} (freq, from, to); /countries/{iso2}/profile. Paid $0.005 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
protected-areas

How much of a country is inside mapped protected areas, and how close is nature to a big city?. Protected share of land per country (OpenStreetMap protected-area polygons, overlaps counted once) with counts of World Heritage, Ramsar, biosphere reserve, UNESCO Global Geopark and national park designations from Wikidata; plus a nature access score for the 120 largest cities. Not derived from WDPA. Routes: /; /answer (country, city); /cities (country, limit, offset); /countries (limit, offset, order). Paid $0.5 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
pulse

World Pulse Daily Tech and Money Briefing. What moved in tech and money today, from public catalogues that only ever show *today*. Lilambd writes them down every day, so they become a history. Routes: /fx (base, to, amount, date); /days (limit); /feeds; /today (date); /search (q*, feed, from, to, history, limit, offset); /changes (since, date, feed, kind, type, min_change_pct, limit, offset); /briefing (date); /feeds/{feed} (date, kind, q, sort, limit, offset); /feeds/{feed}/history (key, q, kind, from, to, limit, offset). Paid $0.005 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
real-commodity-price

Is a commodity really dearer now than it was in a given month, after US inflation?. Takes a World Bank Pink Sheet commodity or index and a historical month, deflates by US headline CPI and returns the old price in today's dollars, nominal and real change, nominal annualised growth and the inflation-adjusted all-time peak month. Computed by Lilambd. Routes: /items (limit); /answer (item*, month*). Paid $0.5 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
regions

States and Provinces of the World + Land Stats. Every first-level administrative region on Earth, ready for dropdowns, maps, games and analytics. Routes: /search (q, country, sort, limit, offset); /{iso3166_2}. Paid $0.005 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
rising

What Is Rising in the World Today. A daily answer, not raw data: what jumped since the previous measured day across open software and world events. Routes: /days; /today (table, theme, limit); /{date}; /history (since*, table, theme). Paid $0.05 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
rules-ahead

Which new rules on my topic are coming in Japan or the US, and when can I still comment?. One finished brief per topic: Japanese e-Gov public-comment drafts still open, US Federal Register proposed rules with open comment windows, US final rules and Japanese law amendments published but not yet in force, and recent Japanese comment results with the number of comments received. Plain English or Japanese keywords (drone, AI, food labeling, tax, 建築, 医薬品). Deadlines, days left, counts and topic matching computed by Lilambd from official registers; every item links to its official page. Japanese titles stay in Japanese; US items carry title_en. Facts only, not legal advice. Routes: /answer (topic*, country, limit, routine); /topics (country, limit); /upcoming (country, status, topic, kind, stage, agency, category, since, until, sort, limit, offset). Paid $0.5 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
science

World Science Output by Country and Field. The shape of world research in one API, counted from every record in OpenAlex (snapshot 2026-10-14, 464,765,485 works). Routes: /gaps (year, min_population, limit, offset); /rank (year, by, min_population, limit, offset); /fields (year, limit, offset); /rising (country, subfield, field, min_papers, sort, limit, offset); /subfields (q, limit, offset); /countries/{iso2} (from, to, limit, offset); /fields/{field_id} (from, to, limit, offset). Paid $0.005 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
security

Security ledgers: exploited CVEs (CISA KEV + EPSS + NVD), breach disclosures, change feed. Fresh, sourced security facts in one joined shape. Every actively exploited CVE in CISA KEV joined with its EPSS score (FIRST, refreshed daily) and NVD CVSS/CWE/CPE; NVD CVEs (418k, refreshed every 2 hours); organisation-level breach records from Have I Been Pwned plus a Japan disclosure ledger built from company announcements; and a since= change feed of what was added or moved. Every row has a source URL; every response has data_as_of per source. No personal records. Plus an incident ledger: SEC 8-K Item 1.05 cyber-incident filings, Washington and California Attorney General breach notices (7,000+ since 2012, with cause, attack type, residents affected), and CISA / JPCERT / IPA advisories, refreshed daily. Routes: /hot (days, vendor, limit); /kev (vendor, product, since, ransomware, q, limit, offset); /gaps; /stats; /changes (since*, after_seq, face, limit); /vendors (q, limit); /breaches (domain, q, country, since, limit); /cve/{id}; /cwe-trend (top); /incidents (q, country, state, kind, source, attack_type, cve, since, until, limit, offset); /stack-diff (stack*, since); /epss/movers (since, min_delta, direction, vendor, limit); /patch-first (vendor, kev_days, limit); /vendor-card (vendor*); /product-card (product*); /time-to-exploit (vendor, cwe, since); /incidents/trends (months); /ransomware-watch (vendor, days, limit); /incidents/sector-brief (sector, attack_type, months, limit). Paid $0.01 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
signals

Lilambd World Signals Daily Change by Country. What changed today in the world's news events, per country. Daily GDELT 2.0 event counts by country and CAMEO root code (20 event types from public statement to mass violence) with mean Goldstein score, collected every morning since 2026-09-22: 19,185 country x event-type rows covering 126,256 events in 228 GDELT country codes over 31 collected days (2026-09-22 to 2026-11-03; 12 days not collected). One call to /today/{iso2} returns today's totals for a country against the previous collected day and the 7-day baseline, its rank, conflict share and the biggest changes by event type. Also: rankings, rising country x event pairs, time series per country. Source: Lilambd/world-signals (CC BY 4.0), GDELT Project (free with attribution). Routes: /days; /gaps; /rank (by, min_events, date, limit, offset); /cameo; /events (country, cameo, date, limit, offset); /rising (min_events, date, limit, offset); /countries; /cameo/{root} (date, limit, offset); /today/{iso2} (date); /country/{iso2} (days, date, limit, offset). Paid $0.005 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
signals-pro

What moved today in world events and tech? (World Signals Pro). Latest-day GDELT events by country and event type, GitHub new repos, Hugging Face trending and npm/PyPI downloads, each with change vs previous observation, 7-observation mean, z-score and anomaly flag. Computed by Lilambd. Routes: /latest (table*, date, limit, offset); /tables. Paid $0.05 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
sound

World Music Instruments and Singing Styles. Cross-cultural music data for music apps, games, education, sound design and AI agents, built from open research archives. Routes: /names (q, limit, offset); /songs (q, genre, sound_source, region, society_id, limit, offset); /genres (q, limit, offset); /styles (society_id, var_id, code, region, limit, offset); /classes (q, limit, offset); /ensembles (q, region, country, limit, offset); /functions (function, region, limit, offset); /societies (q, region, country, lat, lon, limit, offset); /instruments (q, hs_class, hs_number, region, country, society_id, lat, lon, limit, offset); /styles/axes (q, var_id, limit, offset); /sound-sources (q, limit, offset); /instruments/{id}; /classes/{hs_code}; /societies/{society_id}. Paid $0.005 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
staple-price-shock

How exposed is a country's diet to the current world price of its main staple?. Joins FAOSTAT food balance (calories, top staple, cereal self-sufficiency) with the World Bank Pink Sheet price of that staple (latest month, y/y, 5y, 12-month range) and the country's food CPI, plus a computed exposure flag. Computed by Lilambd. Routes: /answer (country*, limit); /countries (limit). Paid $0.5 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
travel-meds

Travel meds: can I bring this medicine into this country?. Official rules for travellers carrying personal medicines across borders: how many days of supply, which classes need a permit, how and how early to apply, documents, and what is banned outright. Every row cites the government page it was read from and when. Facts only, not medical or legal advice. Routes: /answer (country*, class, days); /country (country*); /countries. Paid $0.5 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
units

Unit Converter and Physical Constants. One clean JSON API for apps, games, calculators and AI agents that need correct unit maths. Routes: /search (q, quantity_kind, limit, offset); /{unit}; /convert (value*, from*, to*); /isotopes (element, limit, offset); /constants (q, limit, offset); /constants/{id}; /quantity-kinds. Paid $0.005 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
wage-hours

How many minutes of work does it take in a country to earn the world price of a commodity?. Joins ILOSTAT mean hourly earnings (USD, by ISCO occupation) with World Bank Pink Sheet commodity prices for the same year. Returns minutes of work per unit (kg, barrel, troy oz, tonne), units per hour of work, history and the spread across occupations. Computed by Lilambd. Routes: /items (limit); /answer (country*, item*, occupation, limit); /countries (limit). Paid $0.5 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
world-cities

How do these cities really compare: size, density, growth, greenery, roads, climate and access?. Side-by-side brief for up to 4 of 6,902 cities (every city with 100k+ people, 176 countries). Each city is measured three ways so comparisons are fair: the continuous built-up agglomeration seen from space (EU GHSL), a fixed 10 km disc, and the OSM administrative polygon. Population 2000 and 2025, density, built-up share, built-area greenness, centre-3 km road/rail/foot-path length and park share (OpenStreetMap via Overture), elevation and relief, 1991-2020 temperature and rainfall measured at the nearest NOAA GHCN station (never model-filled), nearest large airport (IATA) and seaport with km. Every metric also comes as a percentile among all 6,902 cities. Sources and data dates in the attribution. Facts only. Routes: /answer (cities*); /search (q*); /coverage. Paid $0.5 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
world-combine

World Combine. Find how any two world things are connected: shortest typed path (<= 4 hops) through 709,830 relations, with the relation and source on every hop. Routes: /combine (a*, b*). Paid $0.05 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
world-dishes

World Dishes: national and regional dishes by country. Look up the dishes Wikidata links to a country (ISO3), or search a dish by name in English or Japanese. Returns Wikidata QID, English and Japanese names and every country the dish is linked to. Values as recorded in Wikidata; nothing estimated. Coverage reflects Wikidata, so some countries have few or no dishes. Routes: /dish (q*, limit); /dishes (iso3*, limit). Paid $0.02 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
world-education

How does this country's education system measure up?. Latest measured education indicators for 209 countries (literacy, enrolment at each level, completion, spending, pupils per teacher, out-of-school children, R&D spend, researchers, tertiary gender parity), each with its year and World Bank series code, plus the number of research and education institutions in the country (OpenAlex, all with ROR ids). Compare up to 6 countries or rank all countries on one indicator. Facts only; no personal data. Routes: /rank (indicator, since, limit); /answer (country*); /compare (countries*); /coverage. Paid $0.05 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
world-objects

World Objects. 228,881 world things (countries, cities, languages, scripts, calendars, festivals, currencies, firms with LEI, power plants, dishes, historic states, fictional planets marked FICTION) in one typed graph with 709,830 relations. Routes: /types; /objects (type, iso2, q, cell_05, limit, offset); /object/{id}; /neighbours/{id} (rel, type, limit, offset). Paid $0.01 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered
world-power

World Power: country electricity profile. One call returns a country's electricity in numbers: generation by fuel (TWh) and shares for 2025 (or 2024), change vs the previous year, fossil and low-carbon share, carbon intensity (gCO2e/kWh), demand, net imports, power-sector emissions, installed plant capacity by fuel and the five largest plants. 214 countries plus World and regions. Values as published by Ember, the Energy Institute and WRI; nothing estimated. Routes: /; /mix (country*, year); /answer (country*, year); /countries (limit, offset). Paid $0.5 USDC per call via x402 (_meta["x402/payment"]); set sample=true for a free 3-row preview.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected179 ms62