"An automated document generation system for software project documentation" 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.

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.

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.

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.

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

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

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

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.

Real-world data for agents: air quality, geocoding, quakes, holidays, web search

Hotel availability and nightly rates for Cefalu and northern Sicily.

Geospatial MCP server for earthquake, tsunami, volcano, disaster, and FX data queries.

Real-world tasks in Hamburg: quote, check service area, submit an enquiry for human review.