Lilambd Data for Agents

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How to connect

Add it to any MCP client that supports remote servers.

{
  "mcpServers": {
    "lilambd-data-for-agents": {
      "type": "http",
      "url": "https://api.lilambd.com/mcp"
    }
  }
}

52 tools

• list_apis

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

• 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)…

• 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…

• 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…

• 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)…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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

  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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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)…

• 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.

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

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