best of · updated September 2026
The 15 best maps & location MCP servers
The 15 maps & location MCP servers worth your time, out of 508 we track - actively maintained, with real adoption, ranked on monthly installs, GitHub stars, and commit recency. Checked nightly.
Maps & location MCP servers provide geocoding, routing, or place search. API keys and rate limits are usually the main setup friction.
$ npx -y @mapbox/mcp-server 02 Google Maps MCP Server ★ 459 · commit 2026-09-16 Give your AI agent the ability to understand the physical world - geocode, route, search, and reason about locations. 4,911 installs/mo · 18 tools documented · 10+ releases/90d · needs 4 env vars $ npx -y @cablate/mcp-google-map 03 Weather MCP Server ★ 60 · commit 2026-09-09 A Model Context Protocol (MCP) server that provides weather information using the Open-Meteo API. 2,216 installs/mo · 8 tools documented · no env vars documented $ uvx mcp-weather-server 04 Not Fair ★ 3,817 · commit 2026-09-17 Open-source SEO, GEO, and marketing skills for AI agents. no env vars documented $ claude mcp add nowork-studio-notfair-plugin --transport http https://notfair.co/api/mcp/notfair 05 Foehn ★ 44 · commit 2026-09-14 MeteoSwiss Open Data - Python API, CLI & MCP server · tabular as DataFrames/Parquet, gridded as xarray/Zarr. 1,080 installs/mo · 3 releases/90d · no env vars documented $ uvx foehn 06 Platform AI ★ 105 · commit 2026-08-18 Google Maps Platform Code Assist MCP 1,411 installs/mo · no env vars documented $ npx -y @googlemaps/code-assist-mcp 07 Sportsdata MCP ★ 16 · commit 2026-09-06 Ask your AI which bookmaker is paying more - and get a real answer. 2,193 installs/mo · 10+ releases/90d · needs 1 env var $ uvx sportsdata-mcp 08 Openstreetmap MCP Server ★ 5 · commit 2026-09-17 @cyanheads/openstreetmap-mcp-server Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap data via MCP. 1,887 installs/mo · 6 tools documented · 10+ releases/90d · needs 4 env vars $ npx -y @cyanheads/openstreetmap-mcp-server 09 FreightUtils MCP Server ★ 5 · commit 2026-09-12 The neutral freight reference layer for AI agents. 1,886 installs/mo · 25 tools documented · 10+ releases/90d · needs 1 env var $ npx -y freightutils-mcp 10 Variflight MCP ★ 32 · commit 2026-04-20 A Model Context Protocol (MCP) server implementation for VariFlight flight information services. 12,784 installs/mo · needs 1 env var $ npx -y @variflight-ai/variflight-mcp 11 HasData Airbnb ★ 6 · commit 2026-09-14 A hosted Model Context Protocol (MCP) server that gives Claude, Cursor, Windsurf and any other MCP client two read-only Airbnb tools. 1,123 installs/mo · 2 tools documented · 4 releases/90d · needs 1 env var $ npx -y @hasdata/airbnb-mcp 12 Open Meteo MCP Server ★ 7 · commit 2026-09-16 @cyanheads/open-meteo-mcp-server Geocode places, fetch global weather forecasts, historical climate, marine conditions, air quality, and terrain elevation via MCP. 1,472 installs/mo · 11 tools documented · 10+ releases/90d · needs 2 env vars $ npx -y @cyanheads/open-meteo-mcp-server 13 Switzerland MCP 🇨🇭 ★ 22 · commit 2026-09-14 Swiss open data for AI - zero config, zero API keys Install · Tools · Demo · Data Sources. 706 installs/mo · 40 tools documented · no env vars documented $ npx -y mcp-swiss 14 Apple Maps (mgcrea) ★ 3 · commit 2026-09-16 Read and act on Apple Maps - favourites, Guides and recents, writes off by default 2,192 installs/mo · 10+ releases/90d · no env vars documented $ npx -y @mgcrea/mcp-apple-maps 15 Brasil API ★ 271 · commit 2026-08-29 24 documented tools with a focus on read & search; local stdio install. 215 installs/mo · 24 tools documented · no env vars documented $ npx -y @codespar/mcp-brasil-api How to choose between them
Mapbox MCP Server ranks #1 on the installs + stars + recency blend; Variflight MCP has the most raw installs (12,784 last month) if adoption is all you weigh. 6 of these 15 offer a remote endpoint (no local process to run); the rest are local stdio servers. 7 document no required env vars - paste the config and go; the others need env vars set first (each page lists exactly which). Where we've compared two of these head-to-head, the comparison is linked on each one's page.
Quick answers
Which maps & location MCP server is most installed?
Variflight MCP, with 12,784 installs in the last month (as of September 2026). By GitHub stars the leader is Not Fair (3,817).
How many maps & location MCP servers exist?
We track 508 maps & location MCP servers in the official registry. The 15 above are the actively-maintained ones with real adoption - ranked by monthly installs, GitHub stars, and commit recency.
All 66 maps & location MCP servers
Ranked 16 onward, same order as above. Status checked last night.
- Noaa Climate MCP Server ★ 4
- Aviation Weather MCP Server ★ 2
- Google Business Profile MCP ★ 2
- France Data MCP ★ 3
- Korean Secondary Learning Map MCP ★ 16
- MeteoSwiss MCP Server ★ 2
- Aiseo Audit ★ 8
- Noaa Cdo MCP Server ★ 4
- Noaa Spaceweather MCP Server ★ 2
- PH Civic Data ★ 5
- Opencage Geocoding MCP ★ 19
- Flowzap ★ 5
- Biolit ★ 2
- Open Eagle Eye ★ 4
- Leafengines ★ 5
- Zurich Opendata MCP ★ 8
- Swisstopo MCP ★ 9
- Optifeed Radar ★ 5
- Job Data Lake ★ 2
- Bbox MCP Server ★ 3
- Dadata MCP ★ 3
- Japan Data MCP ★ 2
- Belgium ★ 5
- Jaeger MCP ★ 2
- Apiverket ★ 2
- Rangefind ★ 2
- SEO Performance MCP ★ 2
- Measure Space MCP Server ★ 3
- Source Map Parser MCP ★ 2
- Spec Left ★ 3
- Mappls MCP ★ 3
- Peak Window ★ 3
- Vedurstofa MCP ★ 5
- Oh My Wind ★ 10
- Sleepwalker ★ 25
- Monkeymcp ★ 123
- Arcgis MCP Server ★ 2
- Trusty Data ★ 3
- Clarigrid ★ 3
- Commutescout ★ 4
- Solar MCP ★ 2
- Notra ★ 3
- Echorune Radar ★ 3
- Atlas ★ 3
- 2b2t Atlas ★ 4
- Visibly AI - SEO MCP Server ★ 3
- DC Member API ★ 6
- aloha.fyi Hawaii ★ 2
- Test Atlas ★ 3
- Repeater Book ★ 3
- AI Readiness Kit ★ 3
How this list is ranked
Ranked from live registry + GitHub data: monthly installs (npm/PyPI), GitHub stars, and commit recency - recomputed nightly. No pay-to-rank, ever. The 15 above lead the full list of 66, all of which you can see on this page. The other 442 we track have stopped being maintained, or nobody is using them yet. Full recipe: how we verify.