dev.starwell/world-data-statistics

Est-ce que dev.starwell/world-data-statistics est sûr ?

Au dernier audit MCP Hub, le serveur MCP « dev.starwell/world-data-statistics » 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 11 outils

• answer≈ 464 tokens

  The flagship: ask a natural-language question about the served official statistics. Returns a COMPUTED answer (real Python runs in a sandbox over the verified store, nothing is estimated by a model), the Plotly chart, the Python code, citations to the official tables, and a verification badge per series. CROSS-SOURCE: one question may join series from DIFFERENT agencies, e.g. unemployment from the US BLS, Statistics Canada and the UK ONS in a single call, for correlations, ratios, and like-for-like comparison. How many series one question may join is set by the caller's plan; asking for more returns a series_limit error naming that cap. Returns a refusal when no served series can answer. Takes 10-40 seconds. Requires a free API key (create at /account on the Starwell host; pass Authorization: Bearer dlk_... or set STARWELL_API_KEY on the starwell-mcp bridge). Keyless calls return key_required.

  Paramètres, retour & exemple (5)

  Paramètres

  • end · string · optionnel
    YYYY-MM-DD
  • share · boolean · optionnel
    When true, the answer becomes a permanent public page and meta.permalink carries its URL — hand it to the user as a citable link
  • start · string · optionnel
    YYYY-MM-DD
  • series · array · optionnel
    Optional: pin exact series, across sources, and skip AI resolution
  • question · string · requis

  Exemple d'appel

  {"name": "answer", "arguments": {"question": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• create_monitor≈ 226 tokens

  Create a monitor: when the store's refresh lands a new period or a revised value for the series, a series.updated webhook fires to your URL with the new value, verification status, and citation. Requires an API key (free with an account at /account); webhook must be https. Manage with list_monitors / delete_monitor.

  Paramètres, retour & exemple (3)

  Paramètres

  • source · string · requis
    Source slug, e.g. 'fred'
  • seriesId · string · requis
    Series id, e.g. 'DGS10'
  • webhookUrl · string · requis
    https URL to receive series.updated events

  Exemple d'appel

  {"name": "create_monitor", "arguments": {"source": "texte", "seriesId": "texte", "webhookUrl": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• deep_analysis≈ 408 tokens

  The moat: a PLANNED multi-section report on a question. The engine designs 3-4 orthogonal analyses (trend, statistics, outliers, cross-series relationships), runs real Python for each in the sandbox over the verified store, and synthesizes one decision-ready report. Every number computed, every series cited and verification-badged. Sections can join series from DIFFERENT agencies in one report, up to the caller's plan width; over it, the call returns a series_limit error naming that cap. Slower than answer (60-180 seconds), so use it for "analyze", "break down", "give me a full picture" asks; use the answer tool for a single direct question. Requires a free API key (create at /account on the Starwell host; pass Authorization: Bearer dlk_... or set STARWELL_API_KEY on the starwell-mcp bridge). Keyless calls return key_required.

  Paramètres, retour & exemple (4)

  Paramètres

  • end · string · optionnel
    YYYY-MM-DD
  • start · string · optionnel
    YYYY-MM-DD
  • series · array · optionnel
    Optional: pin exact series, across sources, and skip AI resolution
  • question · string · requis

  Exemple d'appel

  {"name": "deep_analysis", "arguments": {"question": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• delete_monitor≈ 96 tokens
  Paramètres, retour & exemple (1)

  Paramètres

  • id · string · requis
    Monitor id from list_monitors

  Exemple d'appel

  {"name": "delete_monitor", "arguments": {"id": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• get_observations≈ 332 tokens

  Observation values for one series. Every value carries provenance (the exact source URL it came from, retrieval time, connector version) and the envelope carries the series verification status + citation. Defaults to the latest 60 points; use start/end (YYYY-MM-DD) or latest to control the window. Pass asOf for a point-in-time read: the values as Starwell's store held them on that date, before any later revision (available from the series' first ingest forward).

  Paramètres, retour & exemple (6)

  Paramètres

  • end · string · optionnel
    YYYY-MM-DD inclusive upper bound
  • asOf · string · optionnel
    Point-in-time cutoff, YYYY-MM-DD (end of that UTC day) or an ISO 8601 instant: return what Starwell's store held then, ignoring later revisions
  • start · string · optionnel
    YYYY-MM-DD inclusive lower bound
  • latest · integer · optionnel
    Return only the latest N points (default 60 when no start/end given)
  • source · string · requis
  • seriesId · string · requis

  Exemple d'appel

  {"name": "get_observations", "arguments": {"source": "texte", "seriesId": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• get_series≈ 184 tokens

  Full metadata for one series: indicator, unit, frequency, geography, coverage, its VERIFICATION STATUS (passing/stale/failing/unverified from golden-value + freshness checks against the live source), recent check records, and the citation to the official table.

  Paramètres, retour & exemple (2)

  Paramètres

  • source · string · requis
    Source slug, e.g. 'fred'
  • seriesId · string · requis
    Source-native series id, e.g. 'UNRATE' or 'v41690973'

  Exemple d'appel

  {"name": "get_series", "arguments": {"source": "texte", "seriesId": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• get_series_stats≈ 176 tokens

  Latest value, previous, all-time min/max, mean, and change vs the previous period and vs a year ago — computed over the verified store, with the citation attached. The cheap way to answer "what is it now and how has it moved" without a full analysis run.

  Paramètres, retour & exemple (2)

  Paramètres

  • source · string · requis
    Source slug, e.g. 'fred'
  • seriesId · string · requis
    Series id, e.g. 'DGS10'

  Exemple d'appel

  {"name": "get_series_stats", "arguments": {"source": "texte", "seriesId": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• list_datasets≈ 124 tokens

  List the datasets (official releases/tables) available in one source, with coverage dates and links to the official table pages.

  Paramètres, retour & exemple (1)

  Paramètres

  • source · string · requis
    Source slug, e.g. 'fred' or 'statcan'

  Exemple d'appel

  {"name": "list_datasets", "arguments": {"source": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• list_monitors≈ 75 tokens

  Monitors on your API key, with delivery health (last fired, failures, active).

  Paramètres, retour & exemple (0)

  Exemple d'appel

  {"name": "list_monitors", "arguments": {}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• list_sources≈ 101 tokens

  List the official statistical sources served by this data layer (e.g. Statistics Canada, FRED), with dataset/series counts, cadence notes, and terms links. Start here to see what exists.

  Paramètres, retour & exemple (0)

  Exemple d'appel

  {"name": "list_sources", "arguments": {}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

• search_catalog≈ 328 tokens

  Find series across ALL sources in one call: case-insensitive search over series ids, indicator names, geographies, and dataset titles (e.g. "unemployment canada", "10-year treasury", "CPI"). Returns candidate series with units, coverage, verification status, and license, plus datasetMatches from the wider dataset index — datasets whose series can be requested by source-native id and are fetched from the official source on first call. The fastest path from a question to the exact series id to fetch or pin in the answer tool.

  Paramètres, retour & exemple (4)

  Paramètres

  • limit · integer · optionnel
    Max results (default 20)
  • query · string · requis
    Search terms, e.g. "unemployment rate canada"
  • offset · integer · optionnel
    Skip the first N ranked hits (default 0). When hasMore is true, call again with offset = offset + limit.
  • source · string · optionnel
    Optional source slug to restrict to, e.g. 'fred'

  Exemple d'appel

  {"name": "search_catalog", "arguments": {"query": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}]}

C'est votre serveur ?

Revendiquez-le sur l'espace créateur (preuve GitHub, domaine ou npm) pour afficher le badge « propriétaire vérifié » et lancer un pentest comportemental à la demande afin d'obtenir le badge « Vérifié ».

Créer un compte / revendiquer →

Source

https://starwell.dev/api/starwell/mcp