MCP App Store
by KeenEthics
Data-Analytics

StatCite

by StatCite

Overview

StatCite returns official economic statistics — World Bank WDI, IMF WEO/Fiscal Monitor (current vintage via the IMF's own DataMapper API), and ECB reference rates — where every number ships with a full citation: source, dataset, series ID, canonical URL, license, retrieval date, and a ready-to-paste citation sentence. Its verify_stat tool checks any claimed economic figure against the official series and returns a verdict (match / close / mismatch / cannot_verify) with diagnostics for the classic errors: wrong year, percent-vs-decimal slips, and millions/billions scale confusion. verify_claims batch-checks up to 15 claims from a draft in one call. An as_of parameter enables revision-aware verification: check whether a claim was true against the IMF WEO/Fiscal Monitor edition that was current on a given historical date, not just today's revised figure. 42 curated indicators across 200+ economies, inflation adjustment, and historical FX conversion (including ~90 currencies the ECB set doesn't cover). Free, read-only, no authentication required.

Tools

country_snapshot

Claude
One call for a country's headline economic picture: GDP, GDP growth, GDP per capita, inflation, unemployment, population, current account, trade openness, FDI, life expectancy (World Bank) plus general government debt (IMF DataMapper API, current vintage). Each value carries its own citation. Ideal for country briefs and report openers.

fetch

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Fetch full data for a result id returned by search (format: 'indicator/<key>/<ISO3>'). Returns the recent observations and the full citation as text.

fx_convert

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Convert an amount between currencies using ECB daily reference rates (~30 majors, any date since 1999) or, for ~90 other currencies (BBD, XCD, JMD, KES, …), official annual-average rates from the World Bank — with the method and citations stated explicitly. Pass date='YYYY-MM-DD' for daily or 'YYYY' for annual-average conversion.

get_indicator

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Get official values for a common economic indicator — inflation, GDP growth, GDP, GDP per capita, unemployment, population, government debt, fiscal balance, current account, trade, FDI, and more — for any country. Returns the observations plus a full citation (source, dataset, series id, canonical URL, license, retrieval date) ready to cite in a report. Use ISO3 codes or plain country names. Start here for most questions; use search_indicators if unsure of the indicator key.

get_series

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Fetch any supported series by explicit id: 'worldbank/<WDI code>' (needs country), 'imf/<CODE>' (needs country; current-vintage IMF WEO/Fiscal Monitor via the DataMapper API), or 'dbnomics/<PROVIDER>/<DATASET>/<SERIES>' (IMF WEO, OECD, Eurostat and more via DBnomics — dated editions, e.g. 'WEO:2025-04', for vintage-pinned reproducibility). 'fred/<SERIES>' ids are recognized only so the service can return an explanatory disabled response — FRED is permanently disabled here and those ids are never retrievable. Supports year filters and transforms (yoy, pct_change, index). Every response carries a full citation. Prefer get_indicator for common indicators.

inflation_adjust

Claude
Convert a nominal amount between years using official CPI: 'what is 100 (1995) worth in 2025 money?' Works for any country with CPI data (default USA). Returns the adjusted amount, the exact index values and formula used, and the citation. Annual-average precision.

list_sources

Claude
The official sources behind StatCite (World Bank WDI, IMF WEO & Fiscal Monitor via the IMF DataMapper API — with DBnomics as a vintage-pinned fallback, ECB reference rates, optional FRED), what each covers, its license, and the attribution line to use when citing.

search_indicators

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Search StatCite's curated indicator registry (World Bank WDI + IMF DataMapper/WEO/Fiscal Monitor) by topic — 'inflation', 'debt', 'unemployment', 'poverty' — and discover additional DBnomics datasets. Returns indicator keys usable with get_indicator/verify_stat, with units and source notes.

verify_claims

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Fact-check a whole draft or report in one call instead of calling verify_stat once per figure: extract every checkable macro claim from the text — indicator + country + period + claimed value — and submit them together. Each claim gets the same verdict engine as verify_stat (match, close, mismatch, cannot_verify, with diagnostics), and every verified result carries the full citation for the official number. Accepts 1–15 claims per call (free-tier subrequest budget) — split larger drafts into multiple calls of up to 15. Results come back in input order with a verdict-count summary; a claim that cannot be resolved (unknown indicator or country) reports its error in place without sinking the rest of the batch.

verify_stat

Claude
Check a claimed economic figure (from a draft, article, or memory) against the official statistical series and get a verdict: match, close, mismatch, or cannot_verify — with the official value, the difference, diagnostics for classic errors (wrong year, percent-vs-decimal, unit scaling), and a full citation for the correct number. Use this before publishing any economic statistic in a report, brief, or article.

App Stats

11

Tools

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Platforms

Works with

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