"Hybrid Memory Models Combining Relational, Graph, and RAG Approaches" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Aircraft intelligence for AI agents: valuations with uncertainty bands, FAA registry lookups, cost of ownership, comparable aircraft, fleet search, airworthiness directives and STCs, market metrics and forecasts, verified value reports, pre-buy diligence checklists, logbook search and a watchlist. 38 tools; free tier with OAuth or a Windsock API key.
Offline observational astronomy: positions, rise/set, moon phases, eclipses, and seasons.
Birth charts, transits, moon phases and more from precise astronomical calculations. Natal Compass.
Aircraft noise over the Netherlands: what flies over you and how loud, and report a noisy flight
Read-only access to live ADSBiq aircraft and network state, with community contribution metadata.
Astronomy: sun, moon, planet, eclipse, twilight and star position calculations.
Drone-sector market intelligence for AI agents: free briefings and profiles, licenced tracker data.
Satellite SAR analysis: ship, oil slick, building change, and time-series change detection
Aviation identity resolution and an AI use-case atlas, with provenance and temporal validity
NASA space data — Near Earth Objects (asteroid tracking & hazard assessment), Space Weather (solar flares, CMEs, geomagnetic storms via DONKI), and Astronomy Picture of the Day.
Aviation accident narratives from 128 official authorities, plus FAA wildlife, laser and drone data
NASA data: near-Earth objects, space weather, and astronomy pictures
Air route and connection intelligence
- Heliciel — Propeller & Wing DesignOAuth unavailablecom.heliciel
Real BEM engineering for propellers, wings and turbines — design, optimize, visualize, export.
