"A guide on how to deploy a web app" matching MCP connectors:

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.

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.

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.

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.

Sailing passage planner for any coast, with high-precision tides on the French Atlantic.

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

Generate styled PNG/SVG map images of any location with 11 customizable color themes.

All 636 NYC Restaurant Week Summer 2026 restaurants — filter by cuisine, borough, price, and date.

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

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

Open manufacturing and maker facility locations for country and facility-type queries.

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

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

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.

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

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

Wildfire events and aggregates across global, U.S., and Canada sources. Paid via x402 USDC.

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