Alexandria
All providers
Sign in
Sign up to use World Bank Data
Firecrawl Alexandria
Public records

World Bank Data

World Bank Indicators API v2: database catalog, indicator discovery, economies and aggregates, reference lists, observations (classic and dimension paths including International Debt Statistics) and extended series/economy metadata. Keyless public API.

7 Firecrawl tools use World Bank Data
Try in Agent
Show Brazil’s annual GDP in current US dollars, indicator NY.GDP.MKTP.CD, for 2015–2024 and preserve missing values.

Try World Bank Data now.

Choose an example or ask your own question.

World Bank Data
TRY ASKING
1Request
boolean

include_aggregates

string

Income level id: LIC, LMC, UMC, HIC, ...

string

Lending type id: IBD, IDB, IDX, LNX.

string

Region code, e.g. SSF, LCN, EAS.

5 credits
Codefollows the fields above
const result = await firecrawl.scrape({
  alexandria: {
    provider: "data-worldbank-org",
    capability: "indicators/countries",
    options: {
      income_level: "LIC",
      region: "SSF",
    },
  },
});
2Response example

This is a sample shape. Press Run to see live data from World Bank Data.

{
  "aggregates_excluded": 0,
  "next_page": null,
  "observed_at_ms": 1789999351501,
  "page": 1,
  "pages": 1,
  "per_page": 300,
  "records": [
    {
      "admin_region": {
        "id": "SSA",
        "iso2_code": "ZF",
        "name": "Sub-Saharan Africa (excluding high income)"
      },
      "capital_city": "Bujumbura",
      "country_id": "BDI",
      "income_level": {
        "id": "LIC",
        "iso2_code": "XM",
        "name": "Low income"
      },
      "is_aggregate": false,
      "iso2_code": "BI",
      "latitude": -3.3784,
      "lending_type": {
        "id": "IDX",
        "iso2_code": "XI",
        "name": "IDA"
      },
      "longitude": 29.3639,
      "name": "Burundi",
      "region": {
        "id": "SSF",
        "iso2_code": "ZG",
        "name": "Sub-Saharan Africa"
      }
    },
    {
      "admin_region": {
        "id": "SSA",
        "iso2_code": "ZF",
        "name": "Sub-Saharan Africa (excluding high income)"
      },
      "capital_city": "Ouagadougou",
      "country_id": "BFA",
      "income_level": {
        "id": "LIC",
        "iso2_code": "XM",
        "name": "Low income"
      },
      "is_aggregate": false,
      "iso2_code": "BF",
      "latitude": 12.3605,
      "lending_type": {
        "id": "IDX",
        "iso2_code": "XI",
        "name": "IDA"
      },
      "longitude": -1.53395,
      "name": "Burkina Faso",
      "region": {
        "id": "SSF",
        "iso2_code": "ZG",
        "name": "Sub-Saharan Africa"
      }
    },
    {
      "admin_region": {
        "id": "SSA",
        "iso2_code": "ZF",
        "name": "Sub-Saharan Africa (excluding high income)"
      },
      "capital_city": "Bangui",
      "country_id": "CAF",
      "income_level": {
        "id": "LIC",
        "iso2_code": "XM",
        "name": "Low income"
      },
      "is_aggregate": false,
      "iso2_code": "CF",
      "latitude": 5.63056,
      "lending_type": {
        "id": "IDX",
        "iso2_code": "XI",
        "name": "IDA"
      },
      "longitude": 21.6407,
      "name": "Central African Republic",
      "region": {
        "id": "SSF",
        "iso2_code": "ZG",
        "name": "Sub-Saharan Africa"
      }
    },
    {
      "admin_region": {
        "id": "SSA",
        "iso2_code": "ZF",
        "name": "Sub-Saharan Africa (excluding high income)"
      },
      "capital_city": "Kinshasa",
      "country_id": "COD",
      "income_level": {
        "id": "LIC",
        "iso2_code": "XM",
        "name": "Low income"
      },
      "is_aggregate": false,
      "iso2_code": "CD",
      "latitude": -4.325,
      "lending_type": {
        "id": "IDX",
        "iso2_code": "XI",
        "name": "IDA"
      },
      "longitude": 15.3222,
      "name": "Congo, Dem. Rep.",
      "region": {
        "id": "SSF",
        "iso2_code": "ZG",
        "name": "Sub-Saharan Africa"
      }
    },
    {
      "admin_region": {
        "id": "SSA",
        "iso2_code": "ZF",
        "name": "Sub-Saharan Africa (excluding high income)"
      },
      "capital_city": "Asmara",
      "country_id": "ERI",
      "income_level": {
        "id": "LIC",
        "iso2_code": "XM",
        "name": "Low income"
      },
      "is_aggregate": false,
      "iso2_code": "ER",
      "latitude": 15.3315,
      "lending_type": {
        "id": "IDX",
        "iso2_code": "XI",
        "name": "IDA"
      },
      "longitude": 38.9183,
      "name": "Eritrea",
      "region": {
        "id": "SSF",
        "iso2_code": "ZG",
        "name": "Sub-Saharan Africa"
      }
    },
    {
      "admin_region": {
        "id": "SSA",
        "iso2_code": "ZF",
        "name": "Sub-Saharan Africa (excluding high income)"
      },
      "capital_city": "Addis Ababa",
      "country_id": "ETH",
      "income_level": {
        "id": "LIC",
        "iso2_code": "XM",
        "name": "Low income"
      },
      "is_aggregate": false,
      "iso2_code": "ET",
      "latitude": 9.02274,
      "lending_type": {
        "id": "IDX",
        "iso2_code": "XI",
        "name": "IDA"
      },
      "longitude": 38.7468,
      "name": "Ethiopia",
      "region": {
        "id": "SSF",
        "iso2_code": "ZG",
        "name": "Sub-Saharan Africa"
      }
    },
    {
      "admin_region": {
        "id": "SSA",
        "iso2_code": "ZF",
        "name": "Sub-Saharan Africa (excluding high income)"
      },
      "capital_city": "Banjul",
      "country_id": "GMB",
      "income_level": {
        "id": "LIC",
        "iso2_code": "XM",
        "name": "Low income"
      },
      "is_aggregate": false,
      "iso2_code": "GM",
      "latitude": 13.4495,
      "lending_type": {
        "id": "IDX",
        "iso2_code": "XI",
        "name": "IDA"
      },
      "longitude": -16.5885,
      "name": "Gambia, The",
      "region": {
        "id": "SSF",
        "iso2_code": "ZG",
        "name": "Sub-Saharan Africa"
      }
    },
    {
      "admin_region": {
        "id": "SSA",
        "iso2_code": "ZF",
        "name": "Sub-Saharan Africa (excluding high income)"
      },
      "capital_city": "Bissau",
      "country_id": "GNB",
      "income_level": {
        "id": "LIC",
        "iso2_code": "XM",
        "name": "Low income"
      },
      "is_aggregate": false,
      "iso2_code": "GW",
      "latitude": 11.8037,
      "lending_type": {
        "id": "IDX",
        "iso2_code": "XI",
        "name": "IDA"
      },
      "longitude": -15.1804,
      "name": "Guinea-Bissau",
      "region": {
        "id": "SSF",
        "iso2_code": "ZG",
        "name": "Sub-Saharan Africa"
      }
    },
    {
      "admin_region": {
        "id": "SSA",
        "iso2_code": "ZF",
        "name": "Sub-Saharan Africa (excluding high income)"
      },
      "capital_city": "Monrovia",
      "country_id": "LBR",
      "income_level": {
        "id": "LIC",
        "iso2_code": "XM",
        "name": "Low income"
      },
      "is_aggregate": false,
      "iso2_code": "LR",
      "latitude": 6.30039,
      "lending_type": {
        "id": "IDX",
        "iso2_code": "XI",
        "name": "IDA"
      },
      "longitude": -10.7957,
      "name": "Liberia",
      "region": {
        "id": "SSF",
        "iso2_code": "ZG",
        "name": "Sub-Saharan Africa"
      }
    },
    {
      "admin_region": {
        "id": "SSA",
        "iso2_code": "ZF",
        "name": "Sub-Saharan Africa (excluding high income)"
      },
      "capital_city": "Antananarivo",
      "country_id": "MDG",
      "income_level": {
        "id": "LIC",
        "iso2_code": "XM",
        "name": "Low income"
      },
      "is_aggregate": false,
      "iso2_code": "MG",
      "latitude": -20.4667,
      "lending_type": {
        "id": "IDX",
        "iso2_code": "XI",
        "name": "IDA"
      },
      "longitude": 45.7167,
      "name": "Madagascar",
      "region": {
        "id": "SSF",
        "iso2_code": "ZG",
        "name": "Sub-Saharan Africa"
      }
    },
    {
      "admin_region": {
        "id": "SSA",
        "iso2_code": "ZF",
        "name": "Sub-Saharan Africa (excluding high income)"
      },
      "capital_city": "Bamako",
      "country_id": "MLI",
      "income_level": {
        "id": "LIC",
        "iso2_code": "XM",
        "name": "Low income"
      },
      "is_aggregate": false,
      "iso2_code": "ML",
      "latitude": 13.5667,
      "lending_type": {
        "id": "IDX",
        "iso2_code": "XI",
        "name": "IDA"
      },
      "longitude": -7.50034,
      "name": "Mali",
      "region": {
        "id": "SSF",
        "iso2_code": "ZG",
        "name": "Sub-Saharan Africa"
      }
    },
    {
      "admin_region": {
        "id": "SSA",
        "iso2_code": "ZF",
        "name": "Sub-Saharan Africa (excluding high income)"
      },
      "capital_city": "Maputo",
      "country_id": "MOZ",
      "income_level": {
        "id": "LIC",
        "iso2_code": "XM",
        "name": "Low income"
      },
      "is_aggregate": false,
      "iso2_code": "MZ",
      "latitude": -25.9664,
      "lending_type": {
        "id": "IDX",
        "iso2_code": "XI",
        "name": "IDA"
      },
      "longitude": 32.5713,
      "name": "Mozambique",
      "region": {
        "id": "SSF",
        "iso2_code": "ZG",
        "name": "Sub-Saharan Africa"
      }
    },
    {
      "admin_region": {
        "id": "SSA",
        "iso2_code": "ZF",
        "name": "Sub-Saharan Africa (excluding high income)"
      },
      "capital_city": "Lilongwe",
      "country_id": "MWI",
      "income_level": {
        "id": "LIC",
        "iso2_code": "XM",
        "name": "Low income"
      },
      "is_aggregate": false,
      "iso2_code": "MW",
      "latitude": -13.9899,
      "lending_type": {
        "id": "IDX",
        "iso2_code": "XI",
        "name": "IDA"
      },
      "longitude": 33.7703,
      "name": "Malawi",
      "region": {
        "id": "SSF",
        "iso2_code": "ZG",
        "name": "Sub-Saharan Africa"
      }
    },
    {
      "admin_region": {
        "id": "SSA",
        "iso2_code": "ZF",
        "name": "Sub-Saharan Africa (excluding high income)"
      },
      "capital_city": "Niamey",
      "country_id": "NER",
      "income_level": {
        "id": "LIC",
        "iso2_code": "XM",
        "name": "Low income"
      },
      "is_aggregate": false,
      "iso2_code": "NE",
      "latitude": 13.514,
      "lending_type": {
        "id": "IDX",
        "iso2_code": "XI",
        "name": "IDA"
      },
      "longitude": 2.1073,
      "name": "Niger",
      "region": {
        "id": "SSF",
        "iso2_code": "ZG",
        "name": "Sub-Saharan Africa"
      }
    },
    {
      "admin_region": {
        "id": "SSA",
        "iso2_code": "ZF",
        "name": "Sub-Saharan Africa (excluding high income)"
      },
      "capital_city": "Kigali",
      "country_id": "RWA",
      "income_level": {
        "id": "LIC",
        "iso2_code": "XM",
        "name": "Low income"
      },
      "is_aggregate": false,
      "iso2_code": "RW",
      "latitude": -1.95325,
      "lending_type": {
        "id": "IDX",
        "iso2_code": "XI",
        "name": "IDA"
      },
      "longitude": 30.0587,
      "name": "Rwanda",
      "region": {
        "id": "SSF",
        "iso2_code": "ZG",
        "name": "Sub-Saharan Africa"
      }
    },
    {
      "admin_region": {
        "id": "SSA",
        "iso2_code": "ZF",
        "name": "Sub-Saharan Africa (excluding high income)"
      },
      "capital_city": "Khartoum",
      "country_id": "SDN",
      "income_level": {
        "id": "LIC",
        "iso2_code": "XM",
        "name": "Low income"
      },
      "is_aggregate": false,
      "iso2_code": "SD",
      "latitude": 15.5932,
      "lending_type": {
        "id": "IDX",
        "iso2_code": "XI",
        "name": "IDA"
      },
      "longitude": 32.5363,
      "name": "Sudan",
      "region": {
        "id": "SSF",
        "iso2_code": "ZG",
        "name": "Sub-Saharan Africa"
      }
    },
    {
      "admin_region": {
        "id": "SSA",
        "iso2_code": "ZF",
        "name": "Sub-Saharan Africa (excluding high income)"
      },
      "capital_city": "Freetown",
      "country_id": "SLE",
      "income_level": {
        "id": "LIC",
        "iso2_code": "XM",
        "name": "Low income"
      },
      "is_aggregate": false,
      "iso2_code": "SL",
      "latitude": 8.4821,
      "lending_type": {
        "id": "IDX",
        "iso2_code": "XI",
        "name": "IDA"
      },
      "longitude": -13.2134,
      "name": "Sierra Leone",
      "region": {
        "id": "SSF",
        "iso2_code": "ZG",
        "name": "Sub-Saharan Africa"
      }
    },
    {
      "admin_region": {
        "id": "SSA",
        "iso2_code": "ZF",
        "name": "Sub-Saharan Africa (excluding high income)"
      },
      "capital_city": "Mogadishu",
      "country_id": "SOM",
      "income_level": {
        "id": "LIC",
        "iso2_code": "XM",
        "name": "Low income"
      },
      "is_aggregate": false,
      "iso2_code": "SO",
      "latitude": 2.07515,
      "lending_type": {
        "id": "IDX",
        "iso2_code": "XI",
        "name": "IDA"
      },
      "longitude": 45.3254,
      "name": "Somalia, Fed. Rep.",
      "region": {
        "id": "SSF",
        "iso2_code": "ZG",
        "name": "Sub-Saharan Africa"
      }
    },
    {
      "admin_region": {
        "id": "SSA",
        "iso2_code": "ZF",
        "name": "Sub-Saharan Africa (excluding high income)"
      },
      "capital_city": "Juba",
      "country_id": "SSD",
      "income_level": {
        "id": "LIC",
        "iso2_code": "XM",
        "name": "Low income"
      },
      "is_aggregate": false,
      "iso2_code": "SS",
      "latitude": 4.85,
      "lending_type": {
        "id": "IDX",
        "iso2_code": "XI",
        "name": "IDA"
      },
      "longitude": 31.6,
      "name": "South Sudan",
      "region": {
        "id": "SSF",
        "iso2_code": "ZG",
        "name": "Sub-Saharan Africa"
      }
    },
    {
      "admin_region": {
        "id": "SSA",
        "iso2_code": "ZF",
        "name": "Sub-Saharan Africa (excluding high income)"
      },
      "capital_city": "N'Djamena",
      "country_id": "TCD",
      "income_level": {
        "id": "LIC",
        "iso2_code": "XM",
        "name": "Low income"
      },
      "is_aggregate": false,
      "iso2_code": "TD",
      "latitude": 12.1048,
      "lending_type": {
        "id": "IDX",
        "iso2_code": "XI",
        "name": "IDA"
      },
      "longitude": 15.0445,
      "name": "Chad",
      "region": {
        "id": "SSF",
        "iso2_code": "ZG",
        "name": "Sub-Saharan Africa"
      }
    },
    {
      "admin_region": {
        "id": "SSA",
        "iso2_code": "ZF",
        "name": "Sub-Saharan Africa (excluding high income)"
      },
      "capital_city": "Kampala",
      "country_id": "UGA",
      "income_level": {
        "id": "LIC",
        "iso2_code": "XM",
        "name": "Low income"
      },
      "is_aggregate": false,
      "iso2_code": "UG",
      "latitude": 0.314269,
      "lending_type": {
        "id": "IDX",
        "iso2_code": "XI",
        "name": "IDA"
      },
      "longitude": 32.5729,
      "name": "Uganda",
      "region": {
        "id": "SSF",
        "iso2_code": "ZG",
        "name": "Sub-Saharan Africa"
      }
    }
  ],
  "source_url": "https://api.worldbank.org/v2/country?format=json&per_page=300&page=1&region=SSF&incomeLevel=LIC",
  "total": 21,
  "warnings": []
}

Firecrawl tools

7

Ready-made Firecrawl tools that call World Bank Data.

Uses World Bank Data, WHO Global Health Observatory, Eurostat (ec.europa.eu), IMF DataHealth financing peer comparisonUse when a health economist at a ministry of health or development bank must benchmark a country's health financing against peers before a budget round. Pulls out-of-pocket share, government health spending and coverage indicators from the World Bank and WHO, adds Eurostat detail for European peers and IMF growth forecasts, and drafts a sourced comparison.10 toolsOpen
Uses IEA, World Bank DataCountry power transition benchmarkUse when an energy investor, policy analyst or corporate sustainability team needs to compare how fast countries are decarbonising their power. Pulls generation by fuel, CO2 by sector and electricity prices from the IEA, adds economic context from the World Bank, and ranks countries on transition speed with each figure sourced.5 toolsOpen
Uses IMF Data, World Bank Data, XE currency data, Forex Factory economic calendar, Polymarket+1Emerging market sovereign stress snapshotUse when an emerging markets sovereign credit analyst or EM debt portfolio manager needs a fast read on whether a country is heading toward a funding crisis. Combines IMF forecasts for growth, debt and current account, World Bank reserve and external debt data, the currency's recent path and election or policy odds, producing a stress score with drivers.6 toolsOpen
Uses UN Global Marketplace, World Bank Data, U.S. State Department Travel Advisories (travel.state.gov)UN tender go or no-go with past winnersUse when an international development business developer decides whether to bid on a UN tender. Reads the notice and its UNSPSC codes, finds who won similar UN contracts in that country and what they were paid, adds country context and the US travel advisory for field staff, and returns a go or no-go call.7 toolsOpen
Uses WHO Global Health Observatory, World Bank Data, UNESCO UIS, ClinicalTrials.govImmunization dropout country priority listUse when a global health program officer at a foundation or NGO decides where to fund routine immunization work. Ranks countries by the gap between first and third DTP doses and measles coverage from WHO, adjusts for health spending and income from the World Bank and mothers' schooling from UNESCO, and checks which countries already have large funded trials or programmes.7 toolsOpen
Uses WHO Global Health Observatory, World Bank Data, IMF Data, XE currency data, ClinicalTrials.gov+1Medtech country entry health-system scanUse when a medical device or digital health company is choosing which country to launch in next and needs more than market size. Scores candidate countries on clinician density, health spending, ageing, economic outlook and existing device trial activity, then adds currency risk, and returns a ranked shortlist with each metric sourced.6 toolsOpen
Uses USGS Earthquake Catalog (ComCat), WHO Global Health Observatory, World Bank Data, OpenStreetMap, UN Global Marketplace+1Earthquake health response first lookUse when a humanitarian health cluster coordinator or NGO medical lead needs a first look within hours of a major earthquake. Reads the USGS event and impact alert, the country's health workforce and hospital bed indicators, maps hospitals near the epicentre, and finds open UN medical supply tenders, producing a sourced situation note.7 toolsOpen

Benchmarks

Public records benchmarks

Quality, speed and cost, last 24 hours, across every agent call to World Bank Data through Alexandria.

Quality
89.4%
Calls answered without a tool error
Speed
2.5 s
95% of successful calls finish faster
Cost
5 credits
Firecrawl credits per call
Calls
554
Last 24 hours, every Alexandria user
Quality and speed of each tool, last 24 hours
ToolQualitySpeedCalls
Data90.1%3.1 s474
Indicator92.6%291 ms27
Indicators52.4%2.5 s21

Related providers

Browse the library
//
Get started
//
Give your agent World Bank Data.
One API key for the live web and every provider in Alexandria.
Use World Bank DataExplore Alexandria
Are you an AI agent? See setup options