worldbank_get_poverty

shallow

io.github.cyanheads/worldbank-mcp-server · Verify this server

Queries poverty and inequality estimates from the World Bank Poverty and Inequality Platform (PIP) for one or more countries. Returns the poverty headcount ratio, poverty gap, and poverty severity at any poverty line, plus mean and median welfare and population. This is also the tool for inequality and distribution questions — survey-based rows carry the Gini coefficient, mean log deviation, polarization, and the ten decile income/consumption shares, because PIP returns poverty and inequality in the same row. PIP is a separate dataset from the WDI series worldbank_get_data reads: it measures welfare in PPP dollars per person per day and covers individual economies only, so regional and income-group aggregate codes are not accepted. Every row reports how it was produced. estimationType "survey" rows carry the full inequality block; "interpolation", "extrapolation", and "CMD estimation" rows are gap-filled estimates for years no survey covers, and their gini, mld, polarization, and decileShares are null — a documented gap in the source data, not an error.

100.0/100

1 trials · measured 8 days ago

worldbank_get_poverty scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.cyanheads/worldbank-mcp-server, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote + stdio
Credential class
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: worldbank_get_poverty
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worldbank_get_poverty — Vouch