RAYS Spy · OSINT

Reconnaissance,
at agent speed.

Every OSINT tool on the planet — Sherlock, Spiderfoot, face search across social networks, satellites, live flight and military tracking, CCTV, reverse image, entity graphs — behind a single MCP-driven loop the RAYS Agent can operate autonomously.

See the toolkit Meet the agent
RAYS Spy global reconnaissance mesh

Live pipeline

Watch it hunt.

The arsenal

Hundreds of tools. One loop.

Face & identity

  • InsightFace ArcFace embeddings
  • DBSCAN cosine clustering
  • Sherlock — 400+ username sites
  • Reverse image (Google · Bing · Yandex)

Sky & orbit

  • Every commercial satellite feed
  • Real-time orbital paths & elements
  • Military & civil flight tracking
  • Route + tail-number resolution

Ground & signal

  • Global public CCTV directory
  • Real-time traffic & DEM data
  • Spiderfoot passive surface
  • SerpAPI batched search

Harvest & graph

  • PII extractors (email · phone · site)
  • Platform validators (GH · LI · X)
  • pHash duplicate detection
  • Knowledge graph & entity linking

The loop

Agentic pipeline, self-tuning.

Every reconnaissance step the agent takes becomes a training signal on the Grid — so the model gets sharper at OSINT every time it runs.

Face and identity search
Identity

Face across 100+ networks

ArcFace embeddings + DBSCAN clustering surface the same person across social platforms, forums, and archived pages.

Satellite and flight tracking
Sky

Flights & orbits

Query any tail number, origin, destination or callsign. Pull military tracks and live orbital elements in the same graph.

SPY

Anyone · Anywhere · Local models