ai.eykon/intelligence

Tools

• expand_actor_network

  Walk the fleet kinship graph from a seed entity. Returns the nodes and edges within N hops.

  shallow
• query_agent_reports

  Retrieve recent intelligence reports generated by eYKON Sub-Agents. Returns structured reports with severity, narrative, and entity references.

  shallow
• query_aircraft

  Query ADS-B aircraft positions within a geographic area.

  shallow
• query_airports

  Query airports from OurAirports. Default returns the ~7,500 commercially-significant airports (large airports + medium airports with scheduled service); pass include_minor=true for the full ~85k including small airfields, heliports, etc. Each row carries name, type, IATA/ICAO codes, country, municipality, elevation, scheduled_service. Use for questions like "airports near recent conflict events", "ICAO code for Heathrow", "all scheduled-service airports in Ukraine".

  shallow
• query_calibration

  eYKON's own forecast record: Brier and log-loss per TRACK over a window. Three tracks never blend — house (eYKON's own published forecasts), machine (sensor observables) and creator. Each is returned separately with resolved, scored and unscored counts; "scored" is the real n. Unscored rows are excluded, never counted as zero. There is deliberately no combined figure.

  shallow
• query_conflicts

  Query armed-conflict events (GDELT-backed, with ACLED fallback when licensed) by region / date / event type / actor.

  shallow
• query_convergences

  Recent convergence_events (anomaly-of-anomalies) with synthesis and contributing anomaly IDs.

  shallow
• query_dark_contact_events

  Dark-contact EVENTS from the Shadow Fleet board — resolvable observations with a lifecycle, not a leads snapshot. An event opens when a vessel goes silent >=12x its OWN 14-day cadence inside a live coverage box, and resolves within 72 h as: reappeared (a newer fix arrived — positive, feed-wide observation), still_dark (NOT RE-OBSERVED by our coverage — a statement about the instrument, never proof the transponder was off; say "not re-observed", never "confirmed dark"), or void (the coverage box died mid-event; neither a hit nor a miss). Response carries per-box coverage state and open/24h resolution tallies. Use this for "what went dark / what came back" questions; use query_shadow_fleet_leads for the current ranked list.

  shallow
• query_entities

  Search the entities registry (vessels, operators, owners, flags, ports, refineries, mines).

  shallow
• query_imagery

  Query eYKON's satellite imagery OBSERVATIONS (Copernicus Sentinel, via CDSE) over watched sites — refinery complexes, LNG terminals, large/medium ports, curated critical-mineral mines, AIS-derived anchorages, strait windows. sensor="s2_l2a" (default): Sentinel-2 optical, metric ndvi_median (median NDVI of clear pixels — a spectral proxy for surface cover, never a tonnage or activity claim). sensor="s1_grd": Sentinel-1 radar, bright_target_area_m2 and vessel_equivalents (an area estimate, not a count) — returned ONLY for sites the Sentinel-1 measurement study admitted; before admission it returns no rows and says so. Every row carries coverage_state. CRITICAL: a look that is not "clear" (cloudy, partly_cloudy, partial_swath, no_acquisition, processing_error) has a NULL value — it is NOT zero and NOT "no activity"; never add, average or compare values across such looks, say the site was not seen that date. Compare a clear value only with the site's OWN median (ratio_to_baseline, present when baseline_n >= 3). A site missing from the result was not looked at. Pass a bbox, or aoi_id, or kind to narrow. Cite "Contains modified Copernicus Sentinel data <year>" with any figure.

  shallow
• query_mines

  Query mineral deposits from the USGS Mineral Resources Data System (MRDS — public-domain US Government, ~304k records globally, archival snapshot frozen at 2011). Each row carries site name, development status (Producer / Past Producer / Prospect / Occurrence / Plant), commodities (commod1/2/3 + commodities array), country, state, deposit type. Default returns only Producer / Past Producer / Plant rows with a known commod1 (significant sites); pass include_minor=true for prospects and occurrences. Use for questions like "lithium mines in Chile", "rare-earth deposits worldwide", "active copper producers in Peru". Pass commodity to filter on the commodities[] array (case-sensitive, e.g. "Copper", "Lithium", "Rare Earths").

  shallow
• query_nightlights

  Query NASA Black Marble night-lights (VIIRS VNP46A2, ~500 m): moonlight/atmosphere-corrected nighttime radiance sampled nightly at every FIRMS-watched facility, plus significance events judged against each facility's OWN clear-night baseline. Two modes. mode="events" (default) reads SITE-LEVEL significance events — went_dark_lights (a habitually-lit facility dark across several consecutive CLEAR nights: the outage signal), surge (materially brighter than its own norm), first_light (a reliably-dark facility lights up). Use it for "which power stations went dark last week", "unusual lighting activity in Kuwait". mode="radiance" reads the per-facility nightly radiance rollup — use it for baseline questions ("how bright is Bandar Abbas at night", "clear-night trend at Az Zour"). CRITICAL INTERPRETATION RULES — RADIANCE IS NOT POWER STATE. A dark pixel is not a confirmed outage: cloud, snow, moon geometry and the ~500 m footprint all hide light, so went_dark_lights requires SUSTAINED absence across multiple confidently-CLEAR nights and is still an inference, never a verdict. Judgements use confident_clear observations ONLY (cloud scatters city light back at the sensor — cloudy readings average ~100x brighter and would fake both surges and collapses). ABSENCE OF A ROW IS ABSENCE OF A LOOK, never darkness. Counts are per PHYSICAL SITE, not per registry row (one plant = many generating-unit rows at identical coordinates). LATENCY: NASA publishes VNP46A2 in stages, typically ~1-2 WEEKS behind — every response carries a coverage block with newest_night and lag_days; answers describe that week, NOT last night, and you must say so. Thermal (FIRMS) and night-lights are INDEPENDENT sensors — infrared combustion power vs visible emitted light — so agreement between them (e.g. a FIRMS went_dark and a went_dark_lights at the same facility) is materially stronger evidence than either alone. Corroborate across both before characterising an outage.

  shallow
• query_pipelines

  Query gas pipelines (GEM GGIT), oil/NGL pipelines (GEM GOIT), and LNG terminals (GEM GGIT) in one call. Returns a mixed list — each row has infra_subtype=pipeline_gas|pipeline_oil|lng_terminal so you can disambiguate. Pipeline rows carry start/end country, length, capacity (bcm/y for gas, BOEd or raw bpd for oil), status, owner, route accuracy. LNG terminals carry facility_type=import|export, capacity in mtpa, country. Use for questions like "Russian gas pipelines into Europe", "LNG export terminals in Qatar", "Trans-Alaska oil pipeline status", "Keystone XL". Pass fuel=gas or fuel=oil to slice to one type. Pass include_minor=true to bypass the operating-only default.

  shallow
• query_ports

  Query commercial seaports from the NGA World Port Index (~3,800 ports worldwide). Each row carries port name, country, harbor size (Large/Medium/Small/Very Small), harbor type, shelter rating, channel depth in metres, repair facilities. Use for questions like "ports near Bab-el-Mandeb", "deepwater ports in West Africa", "all large harbors in the Mediterranean". Pass harbor_size to slice to a single tier.

  shallow
• query_posture_scores

  Most recent posture_scores rows per theatre. Returns composite + 5-domain sub-scores.

  shallow
• query_power_plants

  Query unit-level power plants from the Global Energy Monitor — Global Integrated Power Tracker (GIPT). ~127k operating units worldwide spanning coal, oil/gas, nuclear, geothermal, bioenergy, utility-scale solar, wind, and hydropower. Each row carries plant name, fuel type, capacity (MW), status, start year, country, owner. Use for questions like "nuclear plants in France above 1 GW", "coal capacity in India", "operating bioenergy plants in Brazil". Pass include_minor=true to bypass the operating-only filter (e.g. to include proposed/retired). Pass fuel to slice to a single fuel_type.

  shallow
• query_precursor_matches

  Nearest precursor_library entries for the given theatre, by cosine similarity.

  shallow
• query_refineries

  Query oil refineries from OpenStreetMap (canonical refinery tags only — petroleum_refinery, oil_refinery, refinery). ~700 facilities globally, each with name, operator, product, capacity (when tagged), country, city. Use for questions like "refineries in Saudi Arabia", "oil refining capacity on the Gulf Coast", "European refineries near Russian crude pipelines". Pass country to slice (ISO2 code or country name).

  shallow
• query_regime_shifts

  Active regime shifts (30d-vs-60d test) with p-values and effect sizes.

  shallow
• query_shadow_fleet_leads

  Ranked shadow-fleet vessel leads, scored from silence relative to the OWN observed reporting cadence of each vessel (14-day baseline), vanished-under-way, and flag-of-convenience. Vessels without a cadence baseline yet are unscored, not defaulted. Each lead carries silence_hours = hours since its last AIS fix, measured against the data clock. NOTE: the commodity argument is accepted but NOT applied — vessel type is known for under 1% of the tracked fleet, so all values return the same list; do not tell the user results were filtered by commodity. Coverage IS gated: vessels last seen in a coverage box that has itself been silent >12h are VOID, never ranked; the response carries per-box coverage state (live/stale/dead) you should relay when a corridor the user asks about is dark.

  shallow
• query_thermal_anomalies

  Query NASA FIRMS satellite thermal anomalies (VIIRS 375m + MODIS 1km, near-real-time, ~3h latency). Two modes. mode="facilities" (default) reads the pre-aggregated per-facility-per-day rollup — use it for facility-centric questions ("thermal anomalies at Russian refineries this week", "which Gulf refineries lit up", "anything at the Ryazan refinery"). Filter by country, facility_type (refinery | power_plant), facility_name, days. Returns per facility: total detections, max FRP (fire radiative power, MW), nearest detection distance in km, and the monitoring radius used. mode="raw" reads individual detections inside a lat/lon box — use it for geographic questions not anchored to a monitored facility. CRITICAL INTERPRETATION RULES — a FIRMS detection is a SATELLITE HOT PIXEL, nothing more. It is NOT a confirmed fire, NOT a strike, NOT an outage. Most detections at oil and gas infrastructure are ROUTINE GAS FLARES that burn every single day. Attributing a detection to a strike, an attack, an explosion or a production halt is INFERENCE and must be labelled as inference, corroborated with other sources (conflict events, agent reports, news), and never stated as fact. Equally, ABSENCE OF DETECTION DOES NOT MEAN ABSENCE OF FIRE — cloud cover, smoke, and satellite overpass timing routinely hide real fires. Every response carries a `coverage` block: ingest is REGIONAL (Russia/Ukraine, Arabian Gulf, Europe), not global, so facilities outside those boxes report zero detections because they are NOT WATCHED, not because nothing burned. Always read `coverage` before characterising a zero result, and tell the user which of the two it is.

  shallow
• query_vessels

  Query AIS vessel positions within a geographic area and time window. Returns vessel name, MMSI, type, position, speed, heading, destination.

  shallow
• query_weather

  Query current weather conditions for a specific location (Open-Meteo).

  shallow
• query_webcams

  Find LIVE public cameras (government operators: TfL London, Hong Kong Transport Dept, Singapore LTA via data.gov.sg, Caltrans California, USGS volcano cams) in a bbox, around a point (lat, lon, radius_km) or next to a watched site (aoi_id). Returns each camera's name, position, operator credit and an eYKON image URL a person can open — never the frame itself and never the operator's own URL. A frame is what the camera recorded when the operator stamped it, not "now". Only cameras that passed the latest liveness check are listed; no camera in an area is not evidence of anything. No recognition, counting or recording of people or vehicles. Always cite the attribution.

  shallow
• run_chokepoint_scenario

  Run a chokepoint closure scenario (same model as the Chokepoint Simulator). Returns a computed projection; nothing is persisted on this path. A MODEL, not an observation.

  shallow
• run_sanctions_wargame

  Run a sanctions propagation scenario.

  shallow

Embed this server’s score

Tool count and median score across every tool in this server’s corpus — honest in a way a single cherry-picked tool’s badge wouldn’t be.

[![Vouch score](https://vouch.tools/api/servers/ce08fc73-7cec-412c-91b3-1abbf5cba3e4/badge.svg)](https://vouch.tools/servers/ce08fc73-7cec-412c-91b3-1abbf5cba3e4)