"How to conduct web searches" matching MCP connectors:
GET /v1/connectors — MCP directory API referenceMatching Connector Tools:
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.
Convert WGS84 coordinates to the latest available administrative loc_id chain.
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.
Retrieve loc_id boundary metadata, polygons, scopes, comparisons, and bounded exports.
Shared memory for AI agents. One address per fact, one signature you check. No key to read.
Resolve coordinates and geographic identifiers to loc_id, crosswalks, boundaries, and exports.
Where to buy a whole grocery list today: local prices, per-unit and cross-store comparison.
AI access to Mapbox docs, API references, style specs, and guides. No token required.
Crosby, TX weather, air quality, tropics, floods, fishing, pollen, burn bans, radar, news & schools.
Plan US National Park Service trips — parks, alerts, campgrounds, things to do, events.
Walk Score MCP — wraps the Walk Score API (walkscore.com)
Marine MCP — wraps marine-api.open-meteo.com (free, no auth)
Every place to play tennis in New York City: which you walk on to, which take a booking.
Marion County GIS — Marion County, Oregon open geospatial data (ArcGIS).
Town of Grand Chute GIS — Grand Chute, Wisconsin open geospatial data (ArcGIS).
City of Cedar Park GIS — Cedar Park, Texas open geospatial data (ArcGIS).
RIPE Stat MCP — IP/ASN/BGP data
OpenWeather MCP — wraps the OpenWeatherMap API (openweathermap.org)
