{"id":"ai-latlong-map-mcp","name":"ai.latlong/map-mcp","title":"LatLong Maps","description":"Turn CSV or Excel data into styled choropleth and categorical maps of India from plain language.","category":"location-and-travel","categories":["location-and-travel","data-and-databases"],"flags":[],"score":57,"score_status":"scored","sponsored":false,"health":{"status":"ok","latency_ms":3943,"tool_count":5,"auth":"none","checked_at":"2026-10-14T09:00:50.498Z"},"remote":true,"install_link":"https://toolfindr.dev/add?server=ai.latlong%2Fmap-mcp&ref=tool-finder","details_url":"https://toolfindr.dev/servers/ai-latlong-map-mcp","score_breakdown":{"health":17,"authEase":15,"toolQuality":15,"maintenance":5,"adoption":0,"usage":0,"security":5,"penalties":0,"flags":[],"total":57,"pending":false,"version":"0.3","notes":["GitHub signals are off for everyone: maintenance uses registry dates (half credit)","No source repository listed"],"inputs":{"at":1792031179228,"health_status":"ok","health_latency_ms":3943,"health_auth":"none","tool_count":5,"remotes":1,"packages":0,"repo":{"siblings":1,"canonical":true},"flags":[],"github":false}},"health_error":null,"repo_url":null,"website_url":"https://latlong.ai","version":"1.0","remotes":[{"type":"streamable-http","url":"https://geocp.latlong.ai/mcp/","headers":[{"description":"Your LatLong access token (JWT). Issued by the LatLong auth service; the server verifies it on every call.","isRequired":true,"isSecret":true,"name":"X-Authorization-Token"}]}]}