GeoLens vs MCP Server

A side-by-side look at the GeoLens and MCP Server MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.

GeoLens logoGeoLensLocation ServicesRead-only access to a self-hosted GeoLens spatial catalog: datasets, features, maps, sandboxed SQL.37FairAuth: not declaredMCP Server logoMCP ServerLocation Services · Local subprocess (stdio)US address verification, parsing, autocomplete, forward/reverse geocoding, and IP geolocation via sthan.io APIs. 8 tools, free tier available. npx @sthan/mcp-server61GoodAuth: api key required

Verdict: choose GeoLens for location services work; choose MCP Server for location services as a local process. You can also run both side by side in one mcpServers block.

Which MCP server should you choose?

GeoLens logoChoose GeoLens when

  • You need dedicated capabilities in the Location Services domain.
Explore GeoLens

MCP Server logoChoose MCP Server when

  • You need dedicated capabilities in the Location Services domain.
  • You prefer a local stdio subprocess transport.
  • Its auth model fits you: API key required.
  • You have the keys it needs: STHAN_API_KEY.
  • You want tools like sthan_verify_address, sthan_parse_address, sthan_autocomplete_address.
Explore MCP Server

Feature & specification comparison

Rows where the two servers differ are marked.

SpecGeoLens logoGeoLensMCP Server logoMCP Server
CategoryLocation ServicesLocation Services
Quality signal37/100 · Fair61/100 · Good
Install commandNot confirmed yetConfirmed
Transport—Local subprocess (stdio)
AuthNot declaredAPI key required
PricingFreeFreemium
Required env varsNone listedSTHAN_API_KEY
Verified ownerCommunity listingCommunity listing
GitHub stars2780
Directory activity 2 views 0 installs 0 upvotes 5 views 0 installs 0 upvotes
ToolsNot listed8

Tools & capabilities

GeoLens tools

No tool names declared yet. Check the project README from the listing page.

MCP Server tools 8

  • sthan_verify_addressVerify a US address is real and deliverable. Returns standardized format, ZIP+4, DPV, residential/commercial.
  • sthan_parse_addressParse freeform US address text into structured components (street number, name, type, direction, unit, city, state, zip).
  • sthan_autocomplete_addressSuggest complete US addresses from partial input. Sub-100ms.
  • sthan_autocomplete_citySuggest US cities from partial input, with state code.
  • sthan_autocomplete_zipcodeSuggest US ZIP codes from partial input.
  • sthan_geocodeUS address → latitude/longitude with accuracy + confidence, county, ZIP+4 and time zone.
  • sthan_reverse_geocodeLatitude/longitude → nearest US street address with distance in meters, county, ZIP+4 and time zone; `limit` (up to 10) also lists nearby addresses.
  • sthan_ip_geolocationIPv4 or IPv6 → location (country to postal code, local time, flag, currency), the network behind it (ASN, ISP, proxy/hosting flags) and a confidence score.

Ready-to-paste client configs

Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.

GeoLens

No confirmed install command for GeoLens yet — follow the setup steps linked from its listing page rather than a guessed package name.

MCP Server

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "sthan-io-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "@sthan/mcp-server"
      ],
      "env": {
        "STHAN_API_KEY": "YOUR_STHAN_API_KEY_HERE"
      }
    }
  }
}

Frequently asked questions

GeoLens is categorized under Location Services and uses an install path we have not confirmed yet. MCP Server belongs to Location Services and uses a local stdio subprocess. Pick GeoLens for location services work and MCP Server for location services.

Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client. GeoLens has no confirmed install command yet — follow its own setup instructions.

GeoLens is listed as free. MCP Server is listed as freemium — a free tier with paid plans. Auth: api key required. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.

Yes. MCP clients support multiple servers: add geolens and sthan-io-mcp-server as separate keys in the same mcpServers object, and your assistant will call tools from either one.

On AllMCPs, GeoLens has a quality signal of 37/100 (Fair) with 2 views, 0 installs and 278 GitHub stars. MCP Server has 61/100 (Good) with 5 views, 0 installs and 0 GitHub stars.