The real catalog of tools for AI agents

Find llms.txt, docs, MCP servers, skills and CLIs for a tech stack, for coding agents.

Geocode addresses, calculate directions, and search places with maps and routing

Maps for agents: truck/ADR routing, geocoding, places, matrices, isochrones, EV and fleet planning.

Atlas is a YAML-defined semantic layer for analytics — authored by humans, consumed by AI agents.

Geocode an address or place name to latitude/longitude, and reverse geocode coordinates to an address. Worldwide, any language, OpenStreetMap data. Free, no API key.

European maps, geocoding and routing: places, routes, travel times, reachable areas and maps.

Precision aviation flight planning (VFR, METAR/TAF weather, WGS84 routing) and road trip logistics

Find restaurants, cafes, hotels, museums, pharmacies, ATMs and other places in any city or near you, with address, opening hours and map link. OpenStreetMap, worldwide. Free, no API key.

Air route and connection intelligence

Search places, estimate routes, and build Apple Maps links on macOS.

Plan trips on a map: routed transport, day-by-day itineraries, and a plan you can share.

Infrastructure and hazard intelligence with provenance, spatial confidence and quality contracts.

RIPE Atlas network measurements — ping, traceroute, DNS, TLS, HTTP, NTP, and probes

Sourced data on 95+ frontier-industry companies: profiles, dated milestones, funding, daily news.

Context intelligence for AI coding agents: navigation, impact, memory, guarded edits.

INAVI Maps API for AI (South Korea): place search, geocoding, routes on an interactive map

Light festivals, lantern festivals, drone shows and more worldwide, by trip dates, place and type

Measured rates at which web services lack machine-readable capabilities. Research demonstrator.

Plan vehicle routes, job assignments and load packing from stops, fleet and constraints.

Local, read-only structural code navigation and bounded dependency analysis for source repositories.