Live geopolitical intelligence feeds, plus eYKON's own scored and published forecast record.
eYKON Intelligence is a remote MCP server published at eykon.ai. It has been probed 6 times since 9/12/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 663 ms, a delay an agent will notice. It exposes a broad tool surface of 24 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
query_refineries — Description truncated mid-sentencequery_mines — Parameter 'commod1/2/3' description incompletequery_power_plants — Description cut off mid-sentencequery_thermal_anomalies — Multiple optional parameters with unclear priorityquery_nightlights — Description lacks clarity on 'significance events' criteriaRisk: low
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
query_vesselsQuery AIS vessel positions within a geographic area and time window. Returns vessel name, MMSI, type, position, speed, heading, destination.
lat_minnumberrequiredlat_maxnumberrequiredlon_minnumberrequiredlon_maxnumberrequiredhoursnumberquery_aircraftQuery ADS-B aircraft positions within a geographic area.
lat_minnumberrequiredlat_maxnumberrequiredlon_minnumberrequiredlon_maxnumberrequiredaltitude_minnumberaltitude_maxnumberquery_conflictsQuery armed-conflict events (GDELT-backed, with ACLED fallback when licensed) by region / date / event type / actor.
countrystringlat_minnumberlat_maxnumberlon_minnumberlon_maxnumberdaysnumberevent_typestringquery_refineriesQuery 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).
lat_minnumberrequiredlat_maxnumberrequiredlon_minnumberrequiredlon_maxnumberrequiredcountrystringlimitnumberquery_minesQuery 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").
lat_minnumberrequiredlat_maxnumberrequiredlon_minnumberrequiredlon_maxnumberrequiredcommoditystringdev_statstringcountrystringinclude_minorbooleanlimitnumberquery_power_plantsQuery 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.
lat_minnumberrequiredlat_maxnumberrequiredlon_minnumberrequiredlon_maxnumberrequiredfuelstringstatusstringmin_capacity_mwnumberinclude_minorbooleanlimitnumberquery_pipelinesQuery 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.
lat_minnumberrequiredlat_maxnumberrequiredlon_minnumberrequiredlon_maxnumberrequiredfuelstringstatusstringfacility_typestringinclude_minorbooleanlimitnumberquery_airportsQuery 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".
lat_minnumberrequiredlat_maxnumberrequiredlon_minnumberrequiredlon_maxnumberrequirediso_countrystringinclude_minorbooleanlimitnumberquery_portsQuery 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.
lat_minnumberrequiredlat_maxnumberrequiredlon_minnumberrequiredlon_maxnumberrequiredharbor_sizestringlimitnumberquery_weatherQuery current weather conditions for a specific location (Open-Meteo).
latitudenumberrequiredlongitudenumberrequiredquery_thermal_anomaliesQuery 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
modestringfacility_typestringcountrystringfacility_namestringdaysnumbermin_detectionsnumberlat_minnumberlat_maxnumberlon_minnumberlon_maxnumbermin_frpnumberlimitnumberquery_nightlightsQuery 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 INTER
modestringevent_typestringfacility_typestringcountrystringfacility_namestringdaysnumberlimitnumberDerived by comparing consecutive probes — changes in era, protocol version, build and reachability.
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Real-time crypto asset intel for trading AIs: liquidity grades, transfer routes, spreads, BTI
Geopolitical risk score with a published kill criterion. Measured state, not forecasts.
Entity intelligence across AI surfaces. Read the verified record and submit corrections.
Live Feeds (RSS/Atom) MCP.
Live multi-signal market intelligence for supported instruments. Analysis only.
Live power, energy, grid, gas, fiber & data-center site-selection infrastructure — query and cite.
| Run | Era | Modern | ms | Legacy | ms | Versions |
|---|---|---|---|---|---|---|
| 2026-09-13 01:33:33 | Legacy | 401 | 114 | 200 | 112 | 2025-11-25 |
| 2026-09-12 23:31:36 | Legacy | 401 | 1458 | 200 | 1465 | 2025-11-25 |
| 2026-09-12 21:29:15 | Legacy | 401 | 187 | 200 | 175 | 2025-11-25 |
| 2026-09-12 19:27:29 | Legacy | 401 | 429 | 200 | 435 | 2025-11-25 |
| 2026-09-12 17:24:09 | Legacy | 401 | 665 | 200 | 663 | 2025-11-25 |
| 2026-09-12 15:21:42 | Legacy | 401 | 1291 | 200 | 1294 | 2025-11-25 |
Each block is one measurement round. Green: working response. Amber: responded but the server was returning errors (5xx). Red: no response at all.
Each cell is one probe run. Faded cells are incomplete probes — one leg did not answer, so the era is inconclusive.
The two probe legs separately: modern server/discover and legacy initialize.
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