Bounded Toronto Police Service Major Crime Indicators rows.

Parameter	Type	Required	Notes
division	string	no	Case-insensitive TPS division filter.
neighbourhood	string	no	Case-insensitive neighbourhood filter.
offence	string	no	Case-insensitive offence filter.
limit	number	no	Maximum rows to return, from 1 to 100 (default 50).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Bounded Toronto Police Service Calls for Service Attended annual aggregates.

Parameter	Type	Required	Notes
year	number	no	Exact event year.
division	string	no	Case-insensitive original or final TPS division filter.
neighbourhood	string	no	Case-insensitive neighbourhood filter.
limit	number	no	Maximum rows to return, from 1 to 100 (default 50).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Real-time equity quotes, commodity prices (including SGE physical-vs-COMEX gold and silver premiums), crypto prices, for

Parameter	Type	Required	Notes
symbols	array	no	Tickers to keep, e.g. ["AAPL","GC=F","BTC"]. Case-insensitive; matches equity/commodity/crypto/gulf quotes, physical-premium and divergence aliases (gold/XAU/GC=F, silver/XAG/SI=F), sector ETFs, and E
asset_class	array	no	Restrict the response to one or more asset classes. Omit for all.
limit	number	no	Cap each per-class quote list (stocks/commodities/crypto/gulf/sectors/ETF flows) to at most this many items (default 30, pass 0 for no cap).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Active armed conflict events (UCDP, Iran), unrest events with geo-coordinates, and country risk scores.

Parameter	Type	Required	Notes
country	string	no	Filter to one country — matches the country name on conflict/unrest events and the ISO 3166-1 alpha-2 region code on risk scores (case-insensitive).
min_fatalities	number	no	Drop events below this fatality count (UCDP deathsBest / unrest fatalities).
limit	number	no	Cap each event list to at most this many items (default 30, pass 0 for no cap).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Airport delays, NOTAM airspace closures, and tracked military aircraft.

Parameter	Type	Required	Notes
disrupted_only	boolean	no	Drop airports with severity "normal" — keep only airports actually experiencing delays/closures. The bootstrap lists every monitored airport, so most rows are non-events without this.
country	string	no	Filter to one country by name (case-insensitive substring, e.g. "united states").
iata	string	no	Filter to a single airport by IATA code (e.g. "JFK").
limit	number	no	Cap the alert list to at most this many items (default 30, pass 0 for no cap).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

AI-classified geopolitical threat news summaries, GDELT intelligence signals, cross-source signals, and security advisor

Parameter	Type	Required	Notes
topic	string	no	Filter GDELT intelligence to a single topic.
category	string	no	Filter top news stories to one category (e.g. "conflict", "economy"; fallback is "general").
country	string	no	Filter top stories and travel advisories to one ISO 3166-1 alpha-2 country code (case-insensitive).
alerts_only	boolean	no	Keep only top stories flagged as alerts.
query	string	no	Keep only top stories whose headline, primary source, or any clustered member headline contains this text (case-insensitive substring). This filters the LIVE news window only — it is not a historical
min_importance	number	no	Keep only top stories whose effectiveImportanceScore is at least this value. 0 is honoured as a real floor rather than treated as absent; a story carrying no score is excluded when this is set, never
limit	number	no	Cap each list (top stories, signals, advisories) to at most this many items (default 30, pass 0 for no cap). Applied AFTER query and min_importance, so a capped list is drawn from the matches.
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Recent M4.5+ earthquakes (USGS and Earthquakes Canada / NRCan), active wildfires (NASA FIRMS), and natural hazard events

Parameter	Type	Required	Notes
dataset	array	no	Restrict to one or more hazard datasets (earthquakes / wildfires / other natural events). Omit for all.
min_magnitude	number	no	Drop earthquakes and natural events below this magnitude.
active_only	boolean	no	Keep only natural events that are still active (not closed).
limit	number	no	Cap each hazard list to at most this many items (default 30, pass 0 for no cap).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Theater posture assessment and military risk scores.

Parameter	Type	Required	Notes
theater	string	no	Filter to one theater by id (case-insensitive substring, e.g. "iran", "taiwan", "baltic", "korea").
posture_level	string	no	Filter to a single posture level.
limit	number	no	Cap the theaters list to at most this many items (default 30, pass 0 for no cap).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Active cyber threat intelligence: malware IOCs (URLhaus, Feodotracker), CISA known exploited vulnerabilities, and active

Parameter	Type	Required	Notes
threat_type	string	no	Filter to one threat type (case-insensitive substring, e.g. "malware", "vulnerability", "c2").
min_severity	string	no	Drop threats below this severity level.
country	string	no	Filter to one ISO 3166-1 alpha-2 country code (many threats have no country and are dropped by this filter).
limit	number	no	Cap the threat list to at most this many items (default 30, pass 0 for no cap).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

China macro: official-only 12-series; 5 NBS/SAFE ingestible, PBoC/GACC unavailable, no proxies; see launchReady/status.

Parameter	Type	Required	Notes
dataset	array	no	Restrict the response to one or more sub-datasets. Omit for the full economic bundle.
country	string	no	Filter the country-keyed datasets (fuel-prices, BIS DSR/property, economic calendar) to one ISO 3166-1 alpha-2 code.
limit	number	no	Cap each list dataset (calendar, spending, earnings) to at most this many items (default 30, pass 0 for no cap).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Per-country macroeconomic indicators from IMF WEO (~210 countries, monthly cadence).

Parameter	Type	Required	Notes
countries	array	no	ISO 3166-1 alpha-2 country codes to keep across all four IMF datasets (e.g. ["US","DE","CN"]). Omit for all ~210 countries.
limit	integer	no	Cap each IMF dataset country map to at most this many entries when no countries filter is supplied (default 30, pass 0 for no cap).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Eurostat annual house price index (prc_hpi_a, base 2015=100) for all 27 EU members plus EA20 and EU27_2020 aggregates.

Parameter	Type	Required	Notes
countries	array	no	Eurostat geo codes to keep — ISO 3166-1 alpha-2, but "EL" for Greece, plus aggregates "EA20" and "EU27_2020". Omit for all.
limit	integer	no	Cap the country map to at most this many entries when no countries filter is supplied (default 30, pass 0 for no cap).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Eurostat quarterly general government gross debt (gov_10q_ggdebt, %GDP) for all 27 EU members plus EA20 and EU27_2020 ag

Parameter	Type	Required	Notes
countries	array	no	Eurostat geo codes to keep — ISO 3166-1 alpha-2, but "EL" for Greece, plus aggregates "EA20" and "EU27_2020". Omit for all.
limit	integer	no	Cap the country map to at most this many entries when no countries filter is supplied (default 30, pass 0 for no cap).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Eurostat monthly industrial production index (sts_inpr_m, NACE B-D industry excl.

Parameter	Type	Required	Notes
countries	array	no	Eurostat geo codes to keep — ISO 3166-1 alpha-2, but "EL" for Greece, plus aggregates "EA20" and "EU27_2020". Omit for all.
limit	integer	no	Cap the country map to at most this many entries when no countries filter is supplied (default 30, pass 0 for no cap).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Prediction markets: geopolitical/elections, tagged tech (AI/crypto/science), finance/economics or untagged fallback.

Parameter	Type	Required	Notes
category	string	no	Restrict to one market category bucket. Omit for all three. Finance also owns untagged non-geopolitical records.
query	string	no	Keep only markets whose title contains this text (case-insensitive).
source	string	no	Filter to one prediction-market source. Kalshi currently provides no classifier tags, so source=kalshi with category=tech returns no records.
limit	number	no	Cap each category bucket to at most this many markets (default 30, pass 0 for no cap).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

OFAC SDN sanctioned entities list and sanctions pressure scores by country.

Parameter	Type	Required	Notes
country	string	no	Filter sanctioned entities and pressure scores to one ISO 3166-1 alpha-2 country code.
entity_type	string	no	Filter to one entity type (case-insensitive substring, e.g. "vessel", "aircraft", "person", "entity").
query	string	no	Keep only sanctioned entities whose name contains this text (case-insensitive).
limit	number	no	Cap the entity list and recent pressure entries to at most this many items (default 30, pass 0 for no cap).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Refugee and IDP counts by country (UNHCR annual data).

Parameter	Type	Required	Notes
countries	array	no	ISO 3166-1 alpha-3 country codes to keep (e.g. ["SYR","UKR","AFG"]). Matches both per-country totals and origin/asylum flows. Omit for all.
limit	number	no	Cap the per-country and top-flow lists to at most this many items (default 30, pass 0 for no cap).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Active disease outbreaks (WHO/ECDC etc.) and global air-quality station readings (OpenAQ/WAQI PM2.5).

Parameter	Type	Required	Notes
signal_type	array	no	Restrict to disease outbreaks, air-quality stations, or both. Omit for both.
country	string	no	Filter outbreaks and air-quality stations to one ISO 3166-1 alpha-2 country code.
disease	string	no	Keep only outbreaks whose disease name contains this text (case-insensitive).
min_aqi	number	no	Drop air-quality stations below this AQI value.
limit	number	no	Cap the outbreak and station lists to at most this many items (default 30, pass 0 for no cap).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Energy supply, prices, storage, disruptions, and policy: EIA petroleum stocks, electricity prices (Ember), gas storage (

Parameter	Type	Required	Notes
dataset	array	no	Restrict the response to one or more energy sub-datasets. Omit for the full bundle.
country	string	no	Filter the country-keyed datasets (Ember electricity mix, gas storage, fuel shortages, energy disruptions, fossil-share) to one ISO 3166-1 alpha-2 code.
limit	number	no	Cap each list-bearing energy slice (crisis-policies, electricity regions, gas-storage countries, World Bank renewable history/regions) to at most this many items (default 30, pass 0 for no cap).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Climate intelligence: temperature/precipitation anomalies (vs 30-year WMO normals), climate-relevant disaster alerts (Re

Parameter	Type	Required	Notes
dataset	array	no	Restrict the response to one or more climate sub-datasets. Omit for the full bundle.
country	string	no	Filter the country-tagged datasets (climate disasters, air-quality stations) to one ISO 3166-1 alpha-2 code.
limit	number	no	Cap each list dataset (anomalies, disasters, stations, news, alerts) to at most this many items (default 30, pass 0 for no cap).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Internet infrastructure health: Cloudflare Radar outages and service status for major cloud providers and internet servi

Parameter	Type	Required	Notes
country	string	no	Filter to one country by name (case-insensitive substring).
severity	string	no	Filter to one outage severity (case-insensitive substring).
limit	number	no	Cap the outage list to at most this many items (default 30, pass 0 for no cap).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Dry bulk shipping stress index, customs revenue flows, and COMTRADE bilateral trade data.

Parameter	Type	Required	Notes
dataset	array	no	Restrict the response to one or more sub-datasets (dry-bulk shipping stress / customs revenue / COMTRADE flows). Omit for all.
commodity	string	no	Filter COMTRADE flows to one commodity — matches the HS code exactly or the commodity description by substring (e.g. "2709" or "crude").
reporter	string	no	Filter COMTRADE flows to one reporter by numeric reporter code or reporter name (e.g. "156" or "China").
limit	number	no	Cap each list dataset (carriers, months, flows) to at most this many items (default 30, pass 0 for no cap).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Global trade and pricing indicators: US tariff trends (HTS-coded), BigMac index, FAO Food Price Index, and per-country n

Parameter	Type	Required	Notes
dataset	array	no	Restrict the response to one or more sub-datasets. Omit for the full bundle.
country	string	no	Filter the per-country datasets to one ISO 3166-1 alpha-2 country code (e.g. "US"). It is translated to alpha-3 internally for the national-debt dataset; passing an alpha-3 code directly also works.
limit	number	no	Cap each list dataset (tariff datapoints, BigMac countries, debt entries) to at most this many items (default 30, pass 0 for no cap).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Live maritime chokepoint status: per-chokepoint vessel transit counts (10-min cadence), rolling transit summaries, per-p

Parameter	Type	Required	Notes
chokepoint	string	no	Filter to one chokepoint — matches by case-insensitive substring across the differing identifiers used by each dataset (e.g. "hormuz" matches "hormuz_strait", "Strait of Hormuz").
dataset	array	no	Restrict the response to one or more sub-datasets. Omit for the full bundle.
limit	number	no	Cap the chokepoint-baselines list and the _countries ISO2 index to at most this many items (default 30, pass 0 for no cap). Keyed-object maps (transit-summaries, chokepoint_transits, ref, chokepoint-f
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Positive geopolitical events: diplomatic agreements, humanitarian aid, development milestones, and peace initiatives wor

Parameter	Type	Required	Notes
category	string	no	Filter to one positive-event category.
limit	number	no	Cap the event list to at most this many items (default 30, pass 0 for no cap).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Radiation observation levels from global monitoring stations.

Parameter	Type	Required	Notes
country	string	no	Filter to one country by name (case-insensitive substring).
anomalous_only	boolean	no	Drop observations with severity "normal" — keep only elevated/spike readings.
limit	number	no	Cap the observation list to at most this many items (default 30, pass 0 for no cap).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Tech and research event signals: emerging technology events bootstrap data from curated research feeds.

Parameter	Type	Required	Notes
type	string	no	Filter to one tech-event type.
source	string	no	Filter to one source feed (e.g. "techmeme", "dev.events", "curated").
limit	number	no	Cap the event list to at most this many items (default 30, pass 0 for no cap).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

AI-generated geopolitical and economic forecasts from WorldMonitor's predictive models.

Parameter	Type	Required	Notes
domain	string	no	Filter to one forecast domain (exact, case-insensitive — e.g. "shipping", "energy", "macro").
region	string	no	Filter to one region/theater (case-insensitive substring).
limit	number	no	Cap the forecast list to at most this many items (default 30, pass 0 for no cap).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Forecast resolution scorecard with calibration, Brier/log score, domain and generation-origin breakdowns, and pending/ju

Parameter	Type	Required	Notes
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Reddit geopolitical social velocity: top posts from worldnews, geopolitics, and related subreddits with engagement score

Parameter	Type	Required	Notes
subreddit	string	no	Filter to one subreddit (e.g. "worldnews", "geopolitics").
limit	number	no	Cap the post list to at most this many items (default 30, pass 0 for no cap).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Temporal anomaly watch: current event counts vs day-of-week and seasonal baselines, scored by z-score severity.

Parameter	Type	Required	Notes
type	string	no	Filter to one tracked stream type (e.g. "news", "satellite_fires"); see trackedTypes in the response for what is currently baselined.
region	string	no	Filter to one region label (case-insensitive exact match).
min_severity	string	no	Drop anomalies below this severity band.
limit	number	no	Cap the anomaly list to at most this many items (default 30, pass 0 for no cap).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Nuclear test-site seismic monitor: USGS earthquakes near known test sites scored for proliferation concern.

Parameter	Type	Required	Notes
site	string	no	Filter to one test site by name substring (e.g. "Punggye", "Lop Nur", case-insensitive).
min_concern	string	no	Drop events below this concern band.
limit	number	no	Cap the event list to at most this many items (default 30, pass 0 for no cap).
summary	boolean	no	Return counts + 3-item samples instead of full lists. Useful when you only need shape/size or want to budget context before drilling in.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Return one country's latest World Bank military-capacity indicators and SIPRI-derived five-year arms-supplier shares and

Parameter	Type	Required	Notes
country_code	string	yes	ISO 3166-1 alpha-2 country code, such as UA, DE, or IN.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Return the bounded six-domain China decision-signal snapshot used by the public country summary.

Parameter	Type	Required	Notes
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Search open global public-procurement opportunities through the canonical Pro route.

Parameter	Type	Required	Notes
country	string	no	One ISO 3166-1 alpha-2 country code.
countries	array	no	Additional ISO 3166-1 alpha-2 country codes. Combined with country.
source	string	no	Official source adapter, such as sam, ted, contracts-finder, canada-buys, gets, or world-bank.
query	string	no	Case-insensitive text search across procurement titles and descriptions.
buyer	string	no	Case-insensitive buyer or contracting-authority text.
deadline_from	string	no	Include deadlines on or after this ISO-8601 timestamp.
deadline_to	string	no	Include deadlines on or before this ISO-8601 timestamp.
sort	string	no	Result ordering. Defaults to newest.
min_automation_score	integer	no	Optional positive keyword-relevance threshold. Non-integer or non-positive values are ignored; the canonical route clamps values above 100. This is not bidding-eligibility evidence.
page_size	integer	no	Records per call. Defaults to 10; capped at 25 to protect agent context.
cursor	string	no	Opaque nextCursor from the prior result; keep the same filters and sort when continuing.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

WTO merchandise trade flows for one reporting country versus the World, over a configurable year window.

Parameter	Type	Required	Notes
reporter	string	no	WTO reporting country as a 3-digit UN M49 code (e.g. "840" = United States). Defaults to "840". The only partner served is the World ("000"); any other partner answers not_covered.
years	integer	no	Number of years to look back from the most recent published year, inclusive of both endpoints (10 returns 11 calendar years). Defaults to 10; 30 is the full seeded window.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Citation-grounded world intelligence brief from the same precomputed news:insights:v1 snapshot used by the dashboard.

Parameter	Type	Required	Notes
geo_context	string	no	Deprecated compatibility field; the precomputed global snapshot is not regenerated or refocused per request.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

AI-generated per-country intelligence brief.

Parameter	Type	Required	Notes
country_code	string	yes	ISO 3166-1 alpha-2 code (e.g. "IQ"), alpha-3 code ("IRQ"), or English country name ("Iraq")
framework	string	no	Optional analytical framework instructions to shape the analysis lens (e.g. Ray Dalio debt cycle, PMESII-PT)
allow_stale	boolean	no	Ground the brief on a retained (stale) news digest when the live rebuild has failed. Defaults to false, which drops the stale grounding and returns an ungrounded brief rather than failing; time-sensit
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Structured risk intelligence for a specific country: Composite Instability Index (CII) score 0-100, component breakdown

Parameter	Type	Required	Notes
country_code	string	yes	ISO 3166-1 alpha-2 code (e.g. "IQ"), alpha-3 code ("IRQ"), or English country name ("Iraq")
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Curated public news-account posts from monitored X accounts.

Parameter	Type	Required	Notes
limit	number	no	Maximum posts to return (1-200, default 50)
topic	string	no	Optional topic filter such as breaking, conflict, geopolitics, cyber
account	string	no	Optional account handle without @
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

USDA PSD cereal stocks-to-use by marketing year.

Parameter	Type	Required	Notes
country_code	string	yes	ISO 3166-1 alpha-2 country code (e.g. "EG") or "WORLD" for the global balance sheet.
commodity	string	no	Optional commodity slug: wheat, corn, rice, soybeans, barley, palmOil. Note palmOil is camelCase; the rest are lowercase. Omit for all six.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Country demographics capability observations from UN WPP, World Bank/UNESCO UIS, and ILOSTAT.

Parameter	Type	Required	Notes
country_code	string	yes	Required ISO 3166-1 alpha-2 country code (for example "DE"). Case-insensitive.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Per-country consumer-prices intelligence: 30-day overview, category-level inflation, retailer spread (essentials basket)

Parameter	Type	Required	Notes
country_code	string	yes	ISO 3166-1 alpha-2 country code. Currently supported: AE (case-insensitive).
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Live ADS-B aircraft over a country.

Parameter	Type	Required	Notes
country_code	string	yes	ISO 3166-1 alpha-2 code (e.g. "IQ"), alpha-3 code ("IRQ"), or English country name ("Iraq")
type	string	no	Filter: all flights (default), civilian only, or military only
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Live vessel traffic and maritime disruptions for a country's waters.

Parameter	Type	Required	Notes
country_code	string	yes	ISO 3166-1 alpha-2 code (e.g. "IQ"), alpha-3 code ("IRQ"), or English country name ("Iraq")
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

AI geopolitical situation analysis (DeductionPanel).

Parameter	Type	Required	Notes
query	string	yes	The question or situation to analyze, e.g. "What are the implications of the Taiwan strait escalation for semiconductor supply chains?"
context	string	no	Optional additional geo-political context to include in the analysis
framework	string	no	Optional analytical framework instructions to shape the analysis lens (e.g. Ray Dalio debt cycle, PMESII-PT, Porter's Five Forces)
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Generate live AI geopolitical and economic forecasts.

Parameter	Type	Required	Notes
domain	string	no	Forecast domain: "geopolitical", "economic", "military", "climate", or empty for all domains
region	string	no	Geographic region filter, e.g. "Middle East", "Europe", "Asia Pacific", or empty for global
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Search Google Flights for real-time flight options between two airports on a specific date.

Parameter	Type	Required	Notes
origin	string	yes	IATA code for the departure airport, e.g. "JFK"
destination	string	yes	IATA code for the arrival airport, e.g. "LHR"
departure_date	string	yes	Departure date in YYYY-MM-DD format
return_date	string	no	Return date in YYYY-MM-DD format for round trips (optional)
cabin_class	string	no	Cabin class: "economy", "premium_economy", "business", or "first" (optional, default economy)
max_stops	string	no	Max stops: "0" or "non_stop" for nonstop, "1" or "one_stop" for max one stop, or omit for any (optional)
passengers	number	no	Number of passengers (1-9, default 1)
sort_by	string	no	Sort order: "price" (cheapest), "duration", "departure", or "arrival" (optional)
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Search Google Flights date-grid pricing across a date range.

Parameter	Type	Required	Notes
origin	string	yes	IATA code for the departure airport, e.g. "JFK"
destination	string	yes	IATA code for the arrival airport, e.g. "LHR"
start_date	string	yes	Start of the date range in YYYY-MM-DD format
end_date	string	yes	End of the date range in YYYY-MM-DD format
is_round_trip	boolean	no	Whether to search round-trip prices (default false). Requires trip_duration when true.
trip_duration	number	no	Trip duration in days — required when is_round_trip is true (e.g. 7 for a one-week trip)
cabin_class	string	no	Cabin class: "economy", "premium_economy", "business", or "first" (optional, default economy)
passengers	number	no	Number of passengers (1-9, default 1)
sort_by_price	boolean	no	Sort results by price ascending (default false, sorts by date)
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Global mining sites with coordinates, operator, mineral type, and production status.

Parameter	Type	Required	Notes
mineral	string	no	Filter by mineral type (e.g. "Gold", "Copper", "Lithium")
country	string	no	Filter by country name (e.g. "Australia", "Chile")
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Who mines and who refines a commodity, with country shares and HHI.

Parameter	Type	Required	Notes
commodity	string	no	Commodity id or label, e.g. "cobalt", "lithium", "ree"
iso2	string	no	ISO 3166-1 alpha-2 producer filter, e.g. "CL"
stage	string	no	Mine or refinery/smelter stage. Omit for both.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Geographic signal convergence: grid cells where protests, military activity, naval movements, and earthquakes co-occur.

Parameter	Type	Required	Notes
lat	number	no	Latitude of the area of interest; requires lon and radius_km as well.
lon	number	no	Longitude of the area of interest; requires lat and radius_km as well.
radius_km	number	no	Positive radius in km around lat/lon to keep alerts for; requires lat and lon (maximum 20,000).
min_domains	number	no	Distinct signal domains required per cell, 2-5 (default 3); 5 is a compatibility safety threshold that yields no alerts while four domains are ingested.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Focal-point detection: entities where news coverage and live map signals converge, ranked by multi-signal score.

Parameter	Type	Required	Notes
country_code	string	no	Filter focal points to one country (ISO-2) and entities the registry relates to it.
limit	number	no	Cap the focal point list (default 10, pass 0 for no cap).
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Infrastructure cascade simulation: what fails downstream when a cable, chokepoint, pipeline, or port is disrupted.

Parameter	Type	Required	Notes
source_id	string	no	Node id to disrupt (see the no-argument catalog for valid ids).
disruption_level	number	no	Initial failure severity between 0.1 and 1 (default 1).
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Military surge watch: theater aircraft postures, foreign-presence detections, and seeder-computed surge alerts.

Parameter	Type	Required	Notes
theater	string	no	Filter to one theater by id or name substring (case-insensitive).
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Population exposure: estimated people within the impact radius of active earthquakes, wildfires, and conflict events.

Parameter	Type	Required	Notes
mode	string	no	events enriches live feeds (default); point takes lat/lon; countries lists the population table.
event_source	string	no	Which event feeds to enrich in events mode (default all).
lat	number	no	Latitude for point mode.
lon	number	no	Longitude for point mode.
radius_km	number	no	Radius in km for point mode (default 50, clamped to 1000).
limit	number	no	Cap the enriched event list in events mode (default 20, pass 0 for no cap).
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Cross-domain alert digest: everything that tripped a threshold today, in one rollup.

Parameter	Type	Required	Notes
view	string	no	today lists current threshold trips (default); weekly adds trend context.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Hotspot escalation scores: the 29 curated intelligence hotspots ranked by dynamic escalation on a 1-5 scale.

Parameter	Type	Required	Notes
hotspot_id	string	no	Return only this curated hotspot id (see any full response for the id list).
limit	number	no	Cap the ranked hotspot list (default 29, the full curated set; pass 0 for no cap).
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Semantic search over WorldMonitor's accumulating store of past intelligence events (Pro), ranked by similarity.

Parameter	Type	Required	Notes
query	string	yes	Free-text search phrase, e.g. "artillery strikes near Kharkiv". Embedded with the same model the stored vectors were written under, so phrasing close to how an analyst would describe the event ranks b
domain	string	no	Restrict to one producing domain. Omit to search every domain.
country	string	no	ISO 3166-1 alpha-2 country code, uppercase, e.g. "UA". Omit to search every country. Events not attributable to a single country are excluded when this is set.
from	number	no	Earliest occurredAt to consider, Unix epoch milliseconds, inclusive. Omit for no lower bound.
to	number	no	Latest occurredAt to consider, Unix epoch milliseconds, inclusive. Omit for no upper bound.
limit	integer	no	Maximum matches to return. The route returns 16 when this is omitted and caps MCP responses at 16 to stay within the output budget.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Reverse-chronological read of WorldMonitor's accumulating intelligence-event history for one domain or country (Pro).

Parameter	Type	Required	Notes
domain	string	no	Restrict to one producing domain. Required unless country is set.
country	string	no	ISO 3166-1 alpha-2 country code, uppercase, e.g. "UA". Required unless domain is set. Supplying both narrows to their intersection.
from	number	no	Earliest occurredAt to return, Unix epoch milliseconds, inclusive. Omit for no lower bound.
to	number	no	Latest occurredAt to return, Unix epoch milliseconds, inclusive. Omit for no upper bound.
limit	integer	no	Maximum events to return. The route returns 40 when this is omitted and caps MCP responses at 40 to stay within the output budget.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Historical precedents for a situation you describe, drawn from WorldMonitor's accumulating event store (Pro).

Parameter	Type	Required	Notes
situation	string	yes	Description of the situation to find precedents for, e.g. "a naval blockade closes a major grain export corridor for weeks". Longer than a search phrase on purpose — more context ranks better.
domain	string	no	Restrict precedents to one producing domain. Omit to search every domain.
country	string	no	ISO 3166-1 alpha-2 country code, uppercase, e.g. "EG". Omit to search every country — usually the right choice, since a precedent elsewhere is still a precedent.
limit	integer	no	Maximum precedents to return. The route returns 8 when this is omitted and caps MCP responses at 8 to stay within the output budget.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Per-company corporate intelligence from SEC EDGAR and market data.

Parameter	Type	Required	Notes
view	string	no	Defaults to enrichment.
ticker	string	no	Exchange ticker symbol, such as AAPL. Preferred company key for enrichment and signals.
name	string	no	Company name fallback when no ticker is known; case-insensitive exact SEC title match only, and only when that title maps to a single CIK. Prefer ticker.
query	string	no	filings-search only: full-text query. Required for that view.
forms	string	no	filings-search only: comma-separated form filter, such as "8-K" or "10-K,10-Q".
start_date	string	no	filings-search only: earliest filing date (YYYY-MM-DD).
end_date	string	no	filings-search only: latest filing date (YYYY-MM-DD).
item_code	string	no	material-events only: filter to one 8-K item code, such as "5.02".
limit	integer	no	Result cap. Honored up to 25 for filings-search and up to 100 for material-events; a value above the view's own maximum is rejected rather than silently clamped. Ignored by the enrichment and signals
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Return the full uncompressed definition of one tool by name.

Parameter	Type	Required	Notes
tool_name	string	yes	Exact tool name from tools/list.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Classify a supplied news headline or short text into a threat category and severity via the enum-validated WorldMonitor

Parameter	Type	Required	Notes
text	string	yes	Headline or short excerpt to classify (1-500 characters). Longer input is rejected, not truncated.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Extract named entities deterministically — registry entities (companies, indices, commodities, crypto, sectors, countr

Parameter	Type	Required	Notes
text	string	no	Optional text to extract from (max 2048 characters; longer input is rejected). When omitted, the tool aggregates entities across recent headlines.
variant	string	no	Headline digest variant used when text is omitted. Defaults to full; use tech for Tech dashboard categories.
category	string	no	When text is omitted, Restrict to one category from the selected digest variant. full: politics, us, europe, middleeast, tech, ai, finance, commodities, gov, africa, latam, asia, energy, thinktanks, c
limit	integer	no	Maximum entities per list. Defaults to 20.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Current topic clusters over the live headline digest, computed with the same Jaccard clustering the dashboard uses.

Parameter	Type	Required	Notes
limit	integer	no	Maximum clusters returned. Defaults to 10.
min_sources	integer	no	Only return clusters carrying at least this many DISTINCT sources (outlets), not merely this many member headlines. Defaults to 1.
variant	string	no	Headline digest variant. Defaults to full; use tech for Tech dashboard categories.
category	string	no	Restrict to one category from the selected digest variant. full: politics, us, europe, middleeast, tech, ai, finance, commodities, gov, africa, latam, asia, energy, thinktanks, crisis, layoffs, intel;
query	string	no	Keep only clusters whose primary headline or any member headline contains this text (case-insensitive substring). Filters the LIVE digest window only — not a historical index. Applied before limit, so
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Keyword/CVE/APT spikes vs baseline, each with sourceNames and {title, source, link}.

Parameter	Type	Required	Notes
window_hours	integer	no	Recent window to test for spikes. Defaults to 2.
min_count	integer	no	Minimum recent-window story count for a term to spike. Defaults to 5.
limit	integer	no	Maximum spikes returned. Defaults to 10.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

WorldMonitor's live source inventory, for deciding whether and how far to trust what the other tools return.

Parameter	Type	Required	Notes
view	string	no	summary (default) returns counts only and is small. providers enumerates upstream hosts; outlets enumerates named public source identities with tier and provenance.
kind	string	no	providers view only: restrict to one kind — feed, structured, feed+structured, or operational-status.
country	string	no	providers view only: restrict by publisher origin using a two-letter country code or intl for international sources. Case-insensitive.
tier	integer	no	outlets view only: restrict to one editorial tier. 1 is a wire or primary outlet. Outlets with no declared tier are never returned by this filter, because their tier is unknown rather than 4.
risk	string	no	outlets view only: restrict to one declared propaganda-risk band.
platform	string	no	outlets view only: restrict to source identities configured on a platform such as telegram.
query	string	no	Case-insensitive substring match — against host and provider in the providers view, against outlet name in the outlets view. Applied before limit.
limit	integer	no	Maximum rows in an enumerated view. Defaults to 50, capped at 200. Ignored by the summary view. The full provider inventory does not fit one response, so a truncated result sets returned < matched.
jmespath	string	no	Optional JMESPath projection applied to the response. See initialize.instructions for grammar and examples.

Where are you running it?

Tool surface

Release history

World Monitor MCP

What it does

Quickstart

Where are you running it?

Tool surface

What counts against your monthly calls

Release history

See also