WHO Health Data Monitor: 3,100 Indicators, All Countries (MCP)

The entire WHO Global Health Observatory — 3,102 official health indicators for every country on Earth (life expectancy, mortality, immunization coverage, disease incidence, malaria, TB, cholera…) — through one clean format. Find indicators by keyword, pull country series with confidence intervals, and get alerted when WHO publishes new or revised figures. Official GHO OData API, no key, no login. MCP-compatible, agent-ready.

Why this matters

• WHO figures get revised — estimates for past years change when models update. Monitor mode catches both new observations and revisions (old value preserved in info).
• AI agents answering "life expectancy in Morocco?" or "cholera cases in Haiti?" now return exact official WHO numbers, dated, with the API URL — not training-memory.
• Global-health researchers, journalists, NGOs and public-health teams browse the GHO by hand; this actor turns hours of clicking into a schedule plus a webhook.

What you get per row

indicatorCode + official name, country (ISO3), parentLocation (WHO region), year, numericValue with lowValue/highValue (confidence interval when provided), dim1 (sex/age disaggregation; empty = both sexes), event fields, and a direct WHO portal link.

Three modes

search — find the indicator

{ "mode": "search", "query": "life expectancy", "maxResults": 10 }

dataset — pull a series

{ "mode": "dataset", "indicatorCode": "WHOSIS_000001", "countries": "MAR,FRA", "yearFrom": "2015", "maxResults": 20 }

→ latest–richest rows per country/disaggregation: e.g. Morocco life expectancy with CI.

monitor — new & revised figures

{ "mode": "monitor", "watchIndicators": ["WHOSIS_000001@MAR", "SA_0000001699@MAR,DZA"], "maxResults": 30 }

• Run 1 = free baseline — latest value per country snapshotted.
• Run 2+ emits only: new-value (newer year appeared) and value-changed (WHO revised; old → new in info).
• Schedule weekly; a quiet cycle costs $0.001.

Data honesty & limits

• Values come only from the official WHO GHO OData API at run time; empty estimates are omitted.
• WHO updates annually (and episodically for outbreak indicators) — the monitor's value is in catching revisions and releases, which it reports verbatim with dates.
• Series are truncated client-side per country at the latest-richest slice (multi-disaggregation indicators return both-sexes rows first where available).

Recipes

1. Agent tool (MCP) — sourced health answers for any country, indicator and year.
2. Public-health watch — NGOs and ministries watch their indicators (cholera, malaria, coverage) and get pinged on releases or revisions.
3. Journalism data-pulls — country comparison series, exportable, every row linked to WHO.

Pricing

event	price
Actor start	$0.001
WHO health datapoint	$0.001 / row

Typical runs: indicator search ×10 ≈ $0.011 · weekly monitor with one new figure ≈ $0.002.

MCP / AI-agent usage

https://api.apify.com/v2/acts/YOUR_HANDLE~who-health-data-monitor/run-sync-get-dataset-items?token=YOUR_TOKEN

Input = the JSON examples above. Output = rows as documented. Compatible with per-request agentic payments.

Questions / requests: Issues tab on Apify Store.