"Analyzing data in OpenSearch" matching MCP connectors:

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

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

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

OpenStreetMap Overpass MCP — programmatic queries against the OSM database

Prayer times, Qibla direction, Hijri date and Quran audio. Authless, stateless, public data only.

Find source-checked US boutiques with plus-size bridal samples physically available to try on.

Citybikes MCP — wraps CityBik.es API (free, no auth required)

CTA MCP — Chicago Transit Authority real-time trains ('L') + buses

iRail MCP — Belgian rail (SNCB/NMBS) real-time via the community iRail API

Entur MCP — Norway public transport, nationwide, all modes (developer.entur.org)

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

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

Weather data, forecast API, climate data, historical weather, alerts, agricultural & travel weather.

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

Estimate mobile-data needs and build a provider-neutral connectivity checklist for any trip.

IPMA Portugal MCP — weather, UV, sea state, and earthquakes from the

BART MCP — San Francisco Bay Area Rapid Transit real-time data (api.bart.gov)

Europe's 478 best beaches: sea temperature, sand, best months, swimming, surf. Free, CC BY 4.0.

Disaster risk for any Japanese address from official government data. 6 hazards, sources cited.