"How to scrape data from websites into JSON" matching MCP connectors:

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.

AI-readable directory + commerce layer: 3,500+ SEA businesses, plus products from verified stores.

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.

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

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.

Convert latitude/longitude to the deepest administrative loc_id plus its full parent chain.

A loc_id to its bounding box, centroid, and polygon, with its name and admin level.

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

Reverse geocode latitude/longitude to loc_id; resolve loc_ids to boundaries, centroids, hierarchy.

Global flood events and extent 1985-present from the Dartmouth Flood Observatory and GFD.

Gwinnett County, GA zoning and land use. Resolves an address to its governing jurisdiction.

FCC broadband availability, coverage analysis, and digital divide data for US geographies.

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

Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap data.

Turn a trip planned in conversation into a private, editable map link you hand the person.

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

Dutch vehicle, address, building, elevation, holiday & demographics data. Free samples, then paid.

Find verified electricians in Antalya, Turkey. Prices from real jobs, confirm-first requests.

Ask whether a location has recent credit-card-skimmer detections, from a consumer sensor network.