"Techniques for Multi-Model Integration" matching MCP connectors:

Location & routing intelligence for AI agents — geocoding, truck routing, traffic, weather, and place search.

Official MCP: continuous supply-chain risk monitoring and early warning, not a one-off report. Register and create a key at https://supplygraph.ai/zk_chat_os/dashboard/dashboard.html — if you are not signed in you will be redirected to login; new users can register there. After login, open A2A / MCP and click Create Production Key or Create Sandbox Key. Send the header as Bearer <api_key> (one Bearer prefix, then the raw key). Optional for initialize and tools/list; required for tools/call.

IPStack MCP Adapter turns IPStack's REST APIs into Model Context Protocol tools so any MCP-compatible client can call them directly in conversation. The first release ships IPStack IP geolocation and security lookups (single IP, caller's IP, and bulk). Additional APILayer services are added by registering them in a single config file, so the catalog grows without client-side changes.

Check shipping costs for all logistics services in Indonesia.

Normalize and verify Japanese postal addresses into structured fields for agents.

City geocoding and timezone resolution for birth data, for AI agents, one API key.

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

Find French tradespeople, plan multi-trade projects, submit moderated contacts, create profiles.

MCP server for the Philippine Standard Geographic Code (PSGC) API. Gives AI agents structured access to the full PH geographic hierarchy - regions, provinces, cities, municipalities, and barangays.

Shared memory for AI agents. One address per fact, one signature you check. No key to read.

Swiss weather data for AI assistants — forecasts, measurements, stations, pollen.

Auto repair price benchmarks and current service deals for any US ZIP. No account required.

Live read-only search for verified campsites in Turkey. Book on kampyeri.org.

Sailing passage planner for any coast, with high-precision tides on the French Atlantic.

Live prices, deals & optimal multi-stop shopping routes for German grocery & drug stores.

Multi-city flight routing intelligence — plan RTW trips, validate alliances, get carrier picks.

NOAA and ECMWF weather forecast MCP for discovery, validation, and GribStream OAuth queries.

Search products in nearby stores. Agents can also list items for sale on a user's behalf.

Open manufacturing and maker facility locations for country and facility-type queries.

The discovery engine for the real world: byways, lookouts, places, drives. Zero hallucinations.