Lilambd Data for Agents

Name: Lilambd Data for Agents
Author: Veniwol-Li-Lambd

MCP serverMCP

13 open-data lookups (airports, units, regions, power, markets, orgs). Pay per call via x402.

by Veniwol-Li-Lambdhomepage ↗v1.2.0

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Everything here was measured by our prober or read from a registry. Nothing is self-reported.

30-day availability5/5 checks ok

30 days ago

Tools observed via MCP handshake

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_p
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, coun
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
calendars — World Calendars and Date Conversion API. Convert dates between the world's calendars and get weekday and era names in 657 locales. Routes: /days (from, to, limi
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: /
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:
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 earthqu
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, c
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 histo
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
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 measuremen
japan — Japan Municipality Statistics. Official statistics for every municipality in Japan in one JSON API, for real-estate tools, relocation apps, local-business dashb
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-p
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 m
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
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.
languages — World Languages (Glottolog). Language metadata for localisation tools, language-learning apps, games and AI pipelines. Routes: /search (q, country, family, enda
licenses — Open Source Licenses (SPDX). License metadata for dependency scanners, SBOM tools, package registries and AI coding agents. Routes: /{id}; /search (q, osi_appro
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 o
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
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+L
orgs — World Organizations: Research Bodies Societies Funders and Publishers. A world directory of organizations that are not just companies or governments. For resear
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
place-brief — What natural hazards and infrastructure surround this latitude/longitude?. One finished place brief for any point on Earth: historical significant earthquakes,
platforms — Online Platforms Directory. A categorised directory of the world's online platforms for market research, competitor maps, onboarding flows and AI agents. Routes
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
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, ord
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 ever
regions — States and Provinces of the World + Land Stats. Every first-level administrative region on Earth, ready for dropdowns, maps, games and analytics. Routes: /searc
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: /day
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 sti
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
security — Security ledgers: exploited CVEs (CISA KEV + EPSS + NVD), breach disclosures, change feed. Fresh, sourced security facts in one joined shape. Every actively exp
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 roo
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 n
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 arc
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, wh
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_
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. R
world-education — How does this country's education system measure up?. Latest measured education indicators for 209 countries (literacy, enrolment at each level, completion, spe
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

when	check	result	http	latency	detail
7 h ago	mcp initialize	ok	200	2079 ms	server lilambd-data 1.2.0 · protocol 2025-06-18 · 42 tools
15 h ago	mcp initialize	ok	200	2032 ms	server lilambd-data 1.2.0 · protocol 2025-06-18 · 41 tools
23 h ago	mcp initialize	ok	200	1858 ms	server lilambd-data 1.0.0 · protocol 2025-06-18 · 22 tools
31 h ago	mcp initialize	ok	200	2052 ms	server lilambd-data 1.0.0 · protocol 2025-06-18 · 22 tools
2 d ago	mcp initialize	ok	200	1916 ms	server lilambd-data 1.0.0 · protocol 2025-06-18 · 22 tools

Lilambd Data for Agents

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