The real catalog of tools for AI agents

Find real software, security and AI-agent failures that resemble your design, with safeguards.

Marine navigation calculators for GPS distance, bearing, cross track error, coordinates and speed.

Vessel Tracking — live worldwide ship positions from AIS.

Wave height, wave period, and sea temperature forecasts from Open Meteo marine.

Ocean shipping intelligence: D&D, freight rates, vessel schedules, port data. 24 tools, 6 carriers.

Vessel tracking for 750,000+ ships, with ownership, inspections, port records, routes, and more.

Florida marine conditions, forecasts, tides, hazards and coastal places for AI agents.

Read-only MCP server for vessel AIS, ship tracking, schedules, and BYOK maritime providers.

MCP server for the VesselAPI — maritime vessel tracking, port events, emissions, and navigation data

Mediterranean marine, nautical, sailing: forecasts, tides, sea routes, anchorages, POIs for AI.

Marine MCP — wraps marine-api.open-meteo.com (free, no auth)

Digitraffic AIS MCP — live vessel positions in Finnish and Baltic Sea waters.

Ocean acoustics: propagation models, bathymetry, sound speed, vessel noise, live AIS. Open.

IMO MARPOL + marine fuel + container ship compliance MCP. MARPOL Annex VI, EU ETS maritime, CII

Premium agentic endpoint for ais-vessel-tracker-mcp.

DCSA container tracking across 228 ocean carriers: live vessel positions, ETAs, demurrage alerts.

Explainable ambiguity signals for text. Submitted text is processed but never retained.

Global Fishing Watch — AIS-derived fishing vessel identity, at-sea events (apparent fishing…

Marine and outdoor weather: multi-model forecasts, official bulletins, tides, anchorages.

Marine weather: NOAA buoy obs, waves, wind. $0.01/query. Register in-session — free testnet funds.