StatCite
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": false
} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| get_indicatorA | 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. |
| verify_statA | 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. Honesty contract: when the official source cannot support a judgment (source down, no published value, fallback vintage risk), the verdict is cannot_verify with the reason — never a guess. Supports historical IMF-vintage checks via as_of. Use this before publishing any economic statistic in a report, brief, or article. |
| verify_claimsA | 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. Same honesty contract as verify_stat: unverifiable claims come back cannot_verify with the reason, never a guessed verdict. 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. |
| get_seriesA | Fetch any supported series by explicit id: 'worldbank/' (needs country), 'imf/' (needs country; current-vintage IMF WEO/Fiscal Monitor via the DataMapper API), or 'dbnomics///' (IMF WEO, OECD, Eurostat and more via DBnomics — dated editions, e.g. 'WEO:2025-04', for vintage-pinned reproducibility). 'fred/' 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. |
| search_indicatorsA | 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. |
| compare_sourcesA | Fetch one indicator for one country from EVERY official source in its chain independently (e.g. World Bank WDI and the IMF WEO/Fiscal Monitor) and see the values side by side, each with its own citation, plus the spread between them. Use when sources disagree, when you need to know WHICH official number to cite, or to check how large the methodological gap is (central vs general government, calendar vs fiscal year, vintage differences). Differences are methodological, never an error by a source — the result says which definition each value carries. Sources that are down report their error in place without sinking the comparison. |
| country_snapshotA | 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. |
| inflation_adjustA | Convert a nominal amount between years using official CPI: 'what is 100 in 1995 money worth in today's 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. |
| fx_convertA | 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. |
| list_sourcesA | 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, FRED disabled), what each covers, its license, and the attribution line to use when citing. |
| searchA | Search official economic statistics by free text, e.g. 'inflation barbados' or 'government debt japan'. Returns result ids that can be passed to fetch. Designed for deep-research connectors; for richer control use get_indicator / get_series. |
| fetchA | Fetch full data for a result id returned by search (format: 'indicator//'). Returns the recent observations and the full citation as text. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
| fact_check | Extract every checkable macroeconomic claim from a draft/article (indicator + country + period + value), verify them all with verify_claims, and report verdicts with citations. Paste or reference the text after invoking. |
| country_brief | Build a compact, fully cited macroeconomic brief for one country from country_snapshot plus targeted get_indicator calls. Provide the country name after invoking. |
| cite_this_stat | Turn a single economic figure into a verified, citation-ready sentence: verify it first, then format the official value with its full citation. Provide the claim after invoking. |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
| indicator-registry | Every indicator key this server accepts, with its label, unit, and source fallback chain. Generated from the live registry constant. |
| sources-and-licenses | License and required-attribution details for every upstream source, including access method and coverage. Generated from the live source table. |
| sids-states | The 39 states on the UN OHRLLS SIDS list with their ISO3 codes — a data-availability grouping for small-economy coverage, never a ranking. Upstream coverage varies by source and series. |
Latest Blog Posts
- Who's Calling? MCP Hosts Are an Identity Blind Spot (And the Spec Knows It)By Om-Shree-0709 on .mcpAgent IdentityOAuth 2.1
- Your AI Chatbot Just Exposed Your CEO's Salary to an InternBy Om-Shree-0709 on .Agent IdentityMCP SecurityOAuth Delegation
- Why MCP Servers Need Execution Sandboxing (And Why Your Current Stack Isn't Enough)By Om-Shree-0709 on .Agentic AiPrompt InjectionWebAssembly
MCP directory API
We provide all the information about MCP servers via our MCP API.
curl -X GET 'https://glama.ai/api/mcp/v1/servers/asokore/statcite'
If you have feedback or need assistance with the MCP directory API, please join our Discord server