"Information about FAISS (Facebook AI Similarity Search)" matching MCP connectors:

AI-readable directory of 3,500+ local businesses across 14 Southeast Asian cities.

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

Search thousands of verified US local service providers across 10 home-services trades, including crawl space repair, floor coating, radon mitigation, commercial electrical, and laundry services. Returns ratings, services, pricing, descriptions, and profile links. Every result passes a completeness gate, so listings are never half-empty.

US crime scores, incidents, neighborhood demographics, rent data, and offender search by address.

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.

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

Search AI-powered audio tours and points of interest by city. Walking, cycling, and driving tours.

Discover Swedish MSK clinics on fysio.care: search clinics, services, and open appointment times.

Shared, verifiable memory for AI agents and robots: signed tokens that resolve and verify offline.

Nationwide Japanese ramen shop database — 62,000+ shops across all 47 prefectures. Geo search (lat/lng + radius), prefecture/city filter, 14-value ramen-style taxonomy, nearest-station data, and monthly closure tracking. No auth required.

UK administrative boundary data from OS Boundary Line: name search, point lookup, GeoJSON geometries

70,520 places worth a detour: name search, nearby lookup, fame rankings, statistics. No key, CC0.

US weather & geo for AI agents: forecasts, alerts, earthquakes, elevation, geocoding. No keys.

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

Search Freeport Nostr events by kind, tag & geohash radius (rides, services, reputation).

AI access to Mapbox docs, API references, style specs, and guides. No token required.

Race course profiling, catalog search, course submission, and personalized race plans.

GIS QA for AI agents: grade ArcGIS services A-F, audit schemas, find issues + 25 more GIS tools.

Search Australian campsites, caravan parks and free camps; weather, gear, road trips and booking.