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Lilambd Data for Agents MCP Server

by veniwol-li-lambd Your server? Claim it
answering

Lilambd Data for Agents is answering right now. Last checked 7 min ago. It exposes 52 tools.

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

Uptime history 6 days of history
6 days agonow
100.0%
Uptime 24h
184 of 184 checks
52
Tools
read from the server
971 ms
Response time
average over 24h
open, no key
Access
streamable-http

What changed 48

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 3 November 2026. No other catalogue keeps this.

6 Nov a tool changed version2 times that day
6 Nov a tool appeared city-dossier
5 Nov 8 tools appeared jp-furusato, jp-household, jp-law-reviews and 5 more
5 Nov a tool description was rewritten security
5 Nov a tool changed the parameters it asks for security
4 Nov a tool description was rewritten2 times that day calendars
4 Nov a tool changed the parameters it asks for2 times that day calendars
4 Nov a tool appeared marketplaces
3 Nov 22 tools appeared agents, biodiversity, calendars and 19 more
3 Nov a tool changed version2 times that day
and 10 more, back to 3 November 2026

Tools have disappeared from this server

A tool that vanishes takes a piece of your agent with it, and the change arrives silently. Watch this server and every such change lands in your inbox.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 7 min ago.

run in your terminal
claude mcp add lilambd-data --transport http https://xsrtcehyqluhvywmaihd.supabase.co/functions/v1/agent-api/mcp
Settings → Connectors → Add custom connector, then paste this address
https://xsrtcehyqluhvywmaihd.supabase.co/functions/v1/agent-api/mcp
~/.codex/config.toml
[mcp_servers.lilambd-data]
url = "https://xsrtcehyqluhvywmaihd.supabase.co/functions/v1/agent-api/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "lilambd-data": {
      "url": "https://xsrtcehyqluhvywmaihd.supabase.co/functions/v1/agent-api/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "lilambd-data": {
      "type": "http",
      "url": "https://xsrtcehyqluhvywmaihd.supabase.co/functions/v1/agent-api/mcp"
    }
  }
}

This server publishes 1 more address. The block above uses the one we reach during checks; the full list is under Endpoints below, and the author may intend a particular one for your client.

Available tools 52

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

world
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.
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.
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.
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.
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.
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.
signals
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.
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.
agents
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.
airports
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.
apis
list_apis
Free. List all Lilambd data APIs with their routes and query parameters.
biodiversity
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.
calendars
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.
city
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.
colors
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.
conflict
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.
disaster
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.
exchanges
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.
exposure
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.
firm
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.
furusato
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.
hazard
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.
health
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.
household
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.
japan
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.
kinds
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.
koyomi
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.
land
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.
languages
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.
law
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.
licenses
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.
local
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.
market
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.
marketplaces
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.
markets
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.
next
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.
orgs
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.
pet
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.
place
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.
platforms
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.
power
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.
price
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
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.
pulse
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.
regions
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.
rising
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.
rules
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.
science
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.
security
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.
sound
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.
travel
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.
units
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.

Tools removed

Tools this server used to expose. Anything built against them stopped working on the day they went.

country-economy
removed 3 Nov 2026
x402-pricing
removed 3 Nov 2026

Endpoints

URLTransportStateLatencyChecked
https://xsrtcehyqluhvywmaihd.supabase.co/functions/v1/agent-api/mcp streamable-http answering 127 ms 7 min ago
https://api.lilambd.com/mcp streamable-http answering 2103 ms 7 min ago

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Lilambd Data for Agents — questions

Answers built from our own checks of this server.

What can Lilambd Data for Agents do?
It exposes 52 tools, read directly from the server on our last check. Among them: agents, airports, biodiversity, calendars, city-dossier, colors and 46 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
What is Lilambd Data for Agents mostly used for?
Its tools cluster around world and signals. That is what this server is built to work with — the grouping comes from the actual tool names, not from a category we assigned.
Is Lilambd Data for Agents working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 184 of 184 checks got a reply (100.0%), average response time 971 ms. The bar chart above shows every period we have measured.
Did Lilambd Data for Agents ever remove tools?
Yes. country-economy, x402-pricing are no longer exposed — we recorded the date each one disappeared. A tool vanishing usually means a breaking change for anything that depended on it.
How do I connect Lilambd Data for Agents?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does Lilambd Data for Agents need an API key?
No. Lilambd Data for Agents completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 52 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is Lilambd Data for Agents?
It answers our handshake in 971 ms on average, which is faster than 5% of all working MCP servers we measure. That is on the slow side — worth knowing if the tool sits inside an interactive loop. The comparison comes from our own checks across the whole registry, every 15 minutes.