io.github.cyanheads/worldbank-mcp-server

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Au dernier audit MCP Hub, le serveur MCP « io.github.cyanheads/worldbank-mcp-server » est classé « Non encore testé ». Référencé dans l'annuaire. Seul le pentest comportemental fait foi, et il n'a pas encore été exécuté sur ce serveur. Le verdict est réévalué en continu ; consultez la fiche pour l'état à jour.

Méthode : MCP Hub analyse la description de chaque outil (couche 1) et, pour le verdict fort, exécute le serveur dans une micro-VM isolée avec leurres et réseau bloqué (couche 2). On publie des noms et des compteurs, jamais le contenu brut renvoyé par un outil.

Les 9 outils

• worldbank_get_country≈ 924 tokens

  Fetch metadata for one country or aggregate entity: ISO codes, region, income level, lending type, capital, and coordinates. Accepts an ISO2 code (US, DE), an ISO3 code (USA, DEU), or a World Bank aggregate code (EAS, HIC, WLD); "all" and lists of codes are rejected. Use worldbank_list_countries to browse valid codes.

  Paramètres, retour & exemple (1)

  Paramètres

  • country_code · string · requis
    One country code. Accepts ISO2 (US), ISO3 (USA), or aggregate code (EAS, HIC, WLD) — not "all" or a list of codes. Use worldbank_list_countries to browse valid codes.

  Exemple d'appel

  {"name": "worldbank_get_country", "arguments": {"country_code": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"id": "texte", "iso2": "texte", "name": "texte", "error": {}, "region": {}, "latitude": "texte", "longitude": "texte", "capitalCity": "texte", "incomeLevel": {}, "isAggregate": true, "lendingType": "texte"}}

• worldbank_get_data≈ 4390 tokens

  Query World Bank indicator values for one or more countries across a time range — the primary data-access tool; find indicator_id values with worldbank_search_indicators. Observations carry a null value where data is not available for a country×year cell, which is common for sparse series. Set at most one of date_range (a time window), mrv (the latest N periods across the requested countries), or mrnev (each country's own latest N values). Some series, such as Global Economic Monitor's, publish quarterly or monthly values beside annual ones: frequency picks the form mrv and mrnev select from (annual by default), and a date_range's own form (2024, 2024Q1, 2024M01) picks it for a window. lastUpdated gives the serving source's last update date, the data vintage to cite. For "all" countries, page through the results at up to 200 per page, since the API returns several hundred entries per indicator. Indicators the standard data endpoint does not serve — WDI Database Archives, PEFA, ICP, GDLD, International Debt Statistics: DSSI, Food Prices for Nutrition — are answered from their own dataset instead; the response then carries sourceScoped, naming that dataset and the release, classification, sector, or counterpart area applied (see dimension_value), because those values can be archived or superseded figures rather than current ones.

  Paramètres, retour & exemple (9)

  Paramètres

  • mrv · integer · optionnel
    Return the N most recent periods (1–100) holding a value for any requested country, clamped to the length of the series. Every requested country comes back at those periods, null where it has no value there rather than with its own older values; mrnev returns each country's own latest values instead. The periods are annual unless frequency names another form (a series with no annual periods keeps its own). Rows are mrv × countries, so page through them with per_page. Mutually exclusive with date_range and mrnev.
  • page · integer · optionnel
    Pagination page number (1-based).
  • mrnev · integer · optionnel
    Return each requested country's own N most recent periods (1–100) holding a value — its latest non-null observations, however far back they sit. A country with fewer values in the series returns the ones it has, and a country with none returns no rows. The periods are annual unless frequency names another form (a series with no annual periods keeps its own). Mutually exclusive with date_range and mrv.
  • per_page · integer · optionnel
    Results per page (default: server default, max: 1000). One page holds at most 200 observations, which keeps a response within about 50 KB; a larger value is reduced to that cap and echoed as appliedFilters.perPage, and totalPages is counted at the reduced size, so page + 1 continues where a page ends; notice discloses the reduction whenever the result runs past one page.
  • countries · ? · requis
    Country codes. Accepts: ISO2 (US, CN), ISO3 (USA, CHN), regional aggregate codes (EAS, LCN, MEA, SAS, SSF, ECS, NAC), income group codes (HIC, UMC, LMC, LIC), world code (WLD), or "all" on its own for every entry (use pagination). Pass a single code, an array, or one string separated by commas, semicolons, or pipes (US,JP · US;JP · US|JP). At least one code is required — an empty value, or one made only of separators, is rejected rather than treated as "all".
  • frequency · ? · optionnel
    The period form to return, for series such as Global Economic Monitor's that publish quarterly or monthly values beside annual ones: annual (the default), quarterly, or monthly. With mrv or mrnev it picks the form they select from — frequency "monthly" with mrv 3 returns the three latest months, where mrv 3 alone returns the three latest years. With neither, it returns the whole series at that form. A series that does not publish the form returns an empty result with a notice saying so, except that with neither mrv nor mrnev a source that null-fills the form (Global Economic Monitor) returns null rows, and a page of them carries a notice. Mutually exclusive with date_range, whose own form (2024, 2024Q1, 2024M01) picks the periods of a window.
  • date_range · string · optionnel
    Time window to filter observations to. Accepts a whole year (`2020`), a quarter (`2020Q1`), or a month (`2020M03`), or a range of two periods of the same type separated by a colon, earliest first (`2010:2023`, `2020Q1:2021Q4`, `2020M01:2020M06`); a range running latest first is rejected. On a series publishing more than one period form, the window's form picks which: `2024` returns the annual value, `2024Q1:2024Q4` the quarters, `2024M01:2024M12` the months, and a quarter or month window is null-filled where the series has none (a notice then names the other forms). On a series with one form, a window at another form keeps the periods it overlaps (`2019:2021` on a quarterly series returns its twelve quarters). A window covering no part of the series returns zero observations rather than the full series. Mutually exclusive with mrv, mrnev, and frequency.
  • indicator_id · string · requis
    One indicator code to query (e.g. NY.GDP.PCAP.CD, SP.POP.TOTL) — not "all" or a list of codes. Use worldbank_search_indicators to find valid IDs.
  • dimension_value · string · optionnel
    For indicators answered from their own dataset (the response carries sourceScoped), the id of the value of that dataset's extra dimension to query, matched case-insensitively: a WDI Database Archives release ("202503"), an ICP or Food Prices for Nutrition classification ("PPPGlob", "FPN 5.0"), a GDLD sector ("WHT"), or an International Debt Statistics counterpart area ("265"). Omit it for the default, which sourceScoped.dimension reports: the only value when the dataset has one, "WLD" (World) for counterpart areas, the newest WDI Database Archives release holding data for the requested countries and periods (the newest release when none does), or otherwise every value with each row labelled. A value the dataset does not list is rejected with the valid ids, and a value for an indicator the standard data endpoint serves is rejected too.

  Exemple d'appel

  {"name": "worldbank_get_data", "arguments": {"countries": "texte", "indicator_id": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"data": [], "error": {}, "notice": "texte", "indicator": {}, "nullCount": 1, "totalCount": 1, "totalPages": 1, "currentPage": 1, "lastUpdated": "texte", "sourceScoped": {}, "appliedFilters": {}}}

• worldbank_get_indicator≈ 808 tokens

  Fetch metadata for one World Bank indicator by ID: name, description, unit, source dataset, source organization, and thematic topics. Use worldbank_search_indicators to find the ID when only the concept is known; "all" and lists of IDs are rejected.

  Paramètres, retour & exemple (1)

  Paramètres

  • indicator_id · string · requis
    One indicator code (e.g. NY.GDP.PCAP.CD, SP.POP.TOTL) — not "all" or a list of codes. Use worldbank_search_indicators to find valid IDs.

  Exemple d'appel

  {"name": "worldbank_get_indicator", "arguments": {"indicator_id": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"id": "texte", "name": "texte", "unit": "texte", "error": {}, "topics": [], "sourceId": "texte", "sourceName": "texte", "sourceNote": "texte", "sourceOrganization": "texte"}}

• worldbank_get_poverty≈ 4483 tokens

  Query poverty and inequality estimates from the World Bank Poverty and Inequality Platform (PIP) for economies and for PIP's own aggregates — World, World Bank regions, income groups, lending groups, and fragility groups. Returns the poverty headcount ratio, poverty gap, and poverty severity at any poverty line, plus mean and median welfare and population. Use it for inequality and distribution questions too — survey-based economy 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, at a PPP vintage ppp_version selects, and computes its aggregates at any poverty line, where worldbank_get_data carries only the published lines. Every row reports how it was produced. On an economy, 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. Aggregate rows (isAggregate true) are "actual", "nowcast", or "projection", add popInPoverty, and carry no distributional block.

  Paramètres, retour & exemple (9)

  Paramètres

  • page · integer · optionnel
    Pagination page number (1-based).
  • year · string · optionnel
    Reporting year to return. A four-digit year (2022), "all" for the full history, or "MRV" for the most recent year. Omitted behaves as "all". MRV follows fill_gaps: with fill_gaps true each economy resolves to PIP's latest estimate year, and with fill_gaps false to its latest survey year; an aggregate resolves to its newest reporting year. PIP coverage starts in 1963 and ends at the last year of the data release in use; a year outside that span fails with the span named.
  • per_page · integer · optionnel
    Results per page (default: server default, max: 1000). "all" countries across "all" years runs to several thousand rows. One page holds at most 70 estimates, which keeps a response within about 50 KB; a larger value, the server default included, is reduced to that cap and echoed as appliedFilters.perPage, and totalPages is counted at the reduced size; notice discloses the reduction whenever the result runs past one page.
  • countries · ? · requis
    Country codes: a single code, an array, or one string separated by commas, semicolons, or pipes. Economies go by ISO3 (IND, USA) or ISO2 (IN, US) code, including those PIP publishes only as model estimates (AFG); "all" returns every economy. PIP's aggregates are served too: WLD; the World Bank regions AFE, AFW, EAS, ECS, LCN, MEA, NAC, SAS, SSF; the income groups HIC, LIC, LMIC (or LMC), UMIC (or UMC); the fragility groups FCVY (fragile) and FCVN (not fragile); and the lending groups IDX (IDA only), IDB or BLND (IDA blend), IBD or IBRD (IBRD only), and REST. Income groups follow the fiscal-year classification PIP's data release was built with — FY2026 (July 2025) for release 20260922 — applied to every year, so membership can differ from the current one worldbank_get_country reports. IDA (IDA total) is rejected because PIP computes no IDA total: ask for IDX and IDB together. FCS is rejected: use PIP's FCVY for its fragile group, whose membership is not asserted to match WDI's FCS. Other aggregate codes (SSA, EAP, MIC, LMY) are rejected, and welfare_type and reporting_level cannot be combined with an aggregate.
  • fill_gaps · boolean · optionnel
    When true (the default), any year the surveys do not cover falls back to PIP's own estimate for it instead of being left out — so a single-year query still answers, and a full-history query returns a row per year rather than only the survey years. Those fallback rows carry no inequality data. Set false to return survey-derived rows only, accepting an empty result for years no survey covers and for economies PIP publishes only as model estimates. It also decides what "MRV" resolves to, and has no effect on aggregate rows.
  • ppp_version · ? · optionnel
    PPP vintage to express every dollar figure in — the poverty line, mean, and median — as a four-digit year ("2021", "2017"). It must be one of the vintages PIP's current data release is published at; any other value fails with the available vintages named. Omitted uses the newest vintage of that release. The vintage and release applied are echoed as appliedFilters.pppVersion and appliedFilters.releaseVersion.
  • poverty_line · number · optionnel
    Poverty line in PPP dollars per person per day, at the applied PPP vintage — any threshold, not only the published ones. Omitted uses the international poverty line for that vintage, so the applied value is echoed back on every row as povertyLine rather than assumed here. The poverty line does not affect the inequality fields, which describe the whole distribution.
  • welfare_type · ? · optionnel
    Restrict results to one welfare measure. Surveys measure either income or consumption and the two are not directly comparable, so a cross-country comparison is safer pinned to one. Omitted returns whichever each economy publishes, and both where an economy publishes both — thirty-five do, and those return two rows per year.
  • reporting_level · ? · optionnel
    Restrict results to one reporting level. Most economies publish a national figure only; ten publish a split and return an extra row per year for it, China with all three levels and the rest pairing national with either urban or rural. Every row states its own reportingLevel.

  Exemple d'appel

  {"name": "worldbank_get_poverty", "arguments": {"countries": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"error": {}, "notice": "texte", "estimates": [], "totalCount": 1, "totalPages": 1, "currentPage": 1, "appliedFilters": {}}}

• worldbank_list_countries≈ 1945 tokens

  List countries and regional aggregates with metadata: ISO codes, region, income level, lending type, capital, and coordinates. Filter by region code (e.g. EAS, SSF, NAC), income level (LIC, LMC, UMC, HIC), and lending type (IDX for IDA, IBD for IBRD, IDB for Blend); filters combine by AND. Aggregate entries are excluded by default, leaving individual countries only; set include_aggregates=true to also return region, income group, and world aggregate entities.

  Paramètres, retour & exemple (6)

  Paramètres

  • page · integer · optionnel
    Pagination page number (1-based).
  • region · string · optionnel
    Filter by World Bank region code. A country's region.id is one of EAS (East Asia & Pacific), ECS (Europe & Central Asia), LCN (Latin America & Caribbean), MEA (Middle East, North Africa, Afghanistan & Pakistan), NAC (North America), SAS (South Asia), or SSF (Sub-Saharan Africa). Any other World Bank region or grouping code also filters, by membership: AFE (Africa Eastern and Southern), AFW (Africa Western and Central), ARB (Arab World), EUU (European Union), LDC (Least developed countries), and the rest of the codes the World Bank publishes for regions.
  • per_page · integer · optionnel
    Results per page (default: server default, max: 300). One page holds at most 150 entries, which keeps a response within about 50 KB; a larger value is reduced to that cap and echoed as appliedFilters.perPage, and totalPages is counted at the reduced size, so page + 1 continues where a page ends; notice discloses the reduction whenever the result runs past one page.
  • income_level · string · optionnel
    Filter by income group code: LIC (Low income), LMC (Lower middle income), UMC (Upper middle income), HIC (High income).
  • lending_type · ? · optionnel
    Filter by World Bank lending type code: IDX (IDA), IBD (IBRD), IDB (Blend — eligible for both), or LNX (Not classified). IDX, IBD, and IDB are also the codes worldbank_get_poverty takes for its lending groups; a country's lendingType field reports the name (IDA, IBRD, Blend, Not classified).
  • include_aggregates · boolean · optionnel
    When true, includes regional, income-group, and world aggregate entries alongside individual countries. Default false (individual countries only). No aggregate is returned under region or lending_type, whichever code is given, so this changes nothing when either is set.

  Exemple d'appel

  {"name": "worldbank_list_countries", "arguments": {"page": 1, "region": "texte", "per_page": 1, "income_level": "texte", "lending_type": "texte", "include_aggregates": true}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"error": {}, "notice": "texte", "countries": [], "totalCount": 1, "totalPages": 1, "currentPage": 1, "appliedFilters": {}}}

• worldbank_list_sources≈ 819 tokens

  List the 70+ World Bank data sources (datasets), such as World Development Indicators, International Debt Statistics, and Doing Business. Returns source IDs and names for use as source_id in worldbank_search_indicators, one page at a time.

  Paramètres, retour & exemple (2)

  Paramètres

  • page · integer · optionnel
    Pagination page number (1-based).
  • per_page · integer · optionnel
    Results per page (default: server default, max: 100).

  Exemple d'appel

  {"name": "worldbank_list_sources", "arguments": {"page": 1, "per_page": 1}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"error": {}, "notice": "texte", "sources": [], "totalCount": 1, "totalPages": 1, "currentPage": 1}}

• worldbank_list_topics≈ 516 tokens

  List all 21 World Bank thematic topics (Economy & Growth, Health, Education, and others) with descriptions. Use it to browse the indicator space by theme or to find a topic_id for worldbank_search_indicators.

  Paramètres, retour & exemple (0)

  Exemple d'appel

  {"name": "worldbank_list_topics", "arguments": {}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"error": {}, "topics": []}}

• worldbank_search_indicators≈ 1599 tokens

  Search the 29,500+ World Bank indicator catalog by keyword, topic, or source, returning indicator IDs and metadata for worldbank_get_data. Provide at least one of query, topic_id, or source_id; a topic and a source together narrow to indicators in both. A keyword query matches every term against indicator ID, name, and full description, in any word order, across the whole catalog or the whole selected topic or source; punctuation is ignored, so the query needs at least one letter or digit. Exact ID or name matches rank first, then names starting with the phrase as whole words, then whole-phrase matches, then matches where every term is a whole word of the ID or name, then other ID/name matches, then description-only matches; within each of those, World Development Indicators series come first, then other live sources, then archives, and a series comes ahead of its own breakdowns by sex, area, or age. Each indicator ID appears once, even where the catalog publishes it under two sources. Each result carries the first 150 characters of its description; worldbank_get_indicator returns the whole of it. Find topic IDs with worldbank_list_topics and source IDs with worldbank_list_sources.

  Paramètres, retour & exemple (5)

  Paramètres

  • page · integer · optionnel
    Pagination page number (1-based).
  • query · string · optionnel
    Keyword search terms — an indicator name, ID, or any words from either (e.g. "GDP per capita", "NY.GDP.MKTP.CD", "CO2 emissions"). Every term must match; punctuation is ignored, so the query needs at least one letter or digit. At least one of query, topic_id, or source_id must be provided.
  • per_page · integer · optionnel
    Results per page (default: server default, max: 100).
  • topic_id · string · optionnel
    Filter by topic ID (e.g. "1" for Agriculture, "3" for Economy & Growth). Use worldbank_list_topics to browse valid IDs.
  • source_id · string · optionnel
    Filter by data source ID (e.g. "2" for World Development Indicators). Use worldbank_list_sources to browse valid IDs.

  Exemple d'appel

  {"name": "worldbank_search_indicators", "arguments": {"page": 1, "query": "texte", "per_page": 1, "topic_id": "texte", "source_id": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"error": {}, "notice": "texte", "indicators": [], "totalCount": 1, "totalPages": 1, "currentPage": 1, "appliedFilters": {}, "effectiveQuery": "texte"}}

• worldbank_search_projects≈ 3844 tokens

  Search the World Bank lending portfolio — the individual loans, credits, and grants the Bank finances — by free text, country, region, status, financing window (IBRD, IDA, Grants, Other), and board approval date. Returns the project ID, name, borrowing country, region, status, board approval and closing dates, the commitment amount in USD with its IBRD, IDA, and grant parts, financing windows, major sectors, and a link to the project page. This is the operations catalogue, not the statistics catalogue: use it for "what is the World Bank funding in Kenya", "which climate adaptation projects are active", or "how much was committed to education in South Asia since 2020". For development statistics and time series, use worldbank_search_indicators and worldbank_get_data instead. Countries take the ISO3 or ISO2 codes the other tools take (BRA or BR), and multi-country operations carry a World Bank regional code such as 3A; WDI aggregates such as SSF or WLD are rejected, since the portfolio lists operations by economy — use region for those. Every filter is an exact match upstream and combines with the others by AND, so a narrow search can legitimately return nothing; when it does, the response says whether the country codes matched anything on their own.

  Paramètres, retour & exemple (10)

  Paramètres

  • page · integer · optionnel
    Pagination page number (1-based).
  • query · string · optionnel
    Free-text search across project names, abstracts, and objectives. Every word must appear, so extra words narrow the result. A balanced quoted phrase and AND or OR between words parse; brackets, braces, an unmatched double quote, a slash between words, a trailing backslash, an AND or OR at either end, a trailing NOT, and # are not. Omit to browse the portfolio by filter alone. Results come newest board approval first either way.
  • region · array · optionnel
    World Bank operational regions to include, combined as OR. These are the lending regions the portfolio is organized by, not the WDI aggregate codes worldbank_get_data accepts.
  • status · array · optionnel
    Lifecycle stages to include, combined as OR. "Active" is under implementation, "Pipeline" is approved but not yet effective, "Closed" has finished disbursing, and "Dropped" was abandoned before approval. Most of the portfolio is closed, so omitting this returns mostly historical operations.
  • per_page · integer · optionnel
    Results per page (default: server default, max: 1000). One page holds at most 80 projects, or 8 with include_abstract, which keeps a response within about 50 KB; a larger value, the server default included, is reduced to that cap and echoed as appliedFilters.perPage, and totalPages is counted at the reduced size; notice discloses the reduction whenever the result runs past one page.
  • countries · ? · optionnel
    Borrowing countries: an economy by ISO3 or ISO2 code (BRA or BR), or a World Bank regional code for a multi-country operation (3A for Africa, 4E for East Asia and Pacific). Several codes — an array, or one string separated by commas, semicolons, or pipes — are combined as OR: a project matching any of them is returned. A value made only of separators is rejected rather than read as every country. Yemen, DR Congo, West Bank and Gaza, and Timor-Leste are searched under the legacy codes the portfolio files them by (RY, ZR, GZ, TP), which are also accepted as sent. A WDI aggregate (SSF, WLD, SAS) is rejected; use region for a regional search. Omit for every country.
  • approved_to · ? · optionnel
    Latest board approval date, as YYYY-MM-DD and inclusive. It must be a real calendar day.
  • approved_from · ? · optionnel
    Earliest board approval date, as YYYY-MM-DD and inclusive. It must be a real calendar day (2024-02-29, not 2023-02-29) and, when approved_to is also set, on or before it. Board approval is the date the Bank committed to the operation; pipeline projects carry a scheduled date in the future.
  • financial_type · array · optionnel
    Financing windows to include, combined as OR: a project matches when its financialTypes holds any of them. IBRD, IDA, Grants, Other are the complete set, case-sensitive. A project that publishes no financing window — 36% of the portfolio, older and dropped operations mostly — never matches. The Grants window says how an operation is financed; it is not the grantAmount figure.
  • include_abstract · boolean · optionnel
    Include each project's abstract. Abstracts run long — a median of roughly 1,200 characters, up to 8,000 — so a page carrying them holds at most 8 projects rather than 80, and an abstract longer than 5,000 characters (about 2% of them) is cut there and marked with …, with notice naming the projects cut and each project's url leading to the full text; leave this off while narrowing a search and turn it on once the result set is small enough to read. Projects that publish no abstract report null either way, which appliedFilters.includeAbstract distinguishes.

  Exemple d'appel

  {"name": "worldbank_search_projects", "arguments": {"page": 1, "query": "texte", "region": [], "status": [], "per_page": 1, "countries": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"error": {}, "notice": "texte", "projects": [], "totalCount": 1, "totalPages": 1, "currentPage": 1, "appliedFilters": {}}}

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Source

https://worldbank.caseyjhand.com/mcp