best of · updated August 2026
The 15 best maps & location MCP servers
The 15 maps & location MCP servers worth your time, out of 415 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 ★ 434 · commit 2026-08-16 Give your AI agent the ability to understand the physical world - geocode, route, search, and reason about locations. 4,648 installs/mo · 18 tools documented · 3 releases/90d · needs 4 env vars $ npx -y @cablate/mcp-google-map 03 Foehn ★ 42 · commit 2026-08-24 MeteoSwiss Open Data - Python API, CLI & MCP server · tabular as DataFrames/Parquet, gridded as xarray/Zarr. 2,491 installs/mo · 4 releases/90d · no env vars documented $ uvx foehn 04 Platform AI ★ 105 · commit 2026-08-18 Google Maps Platform Code Assist MCP 1,221 installs/mo · no env vars documented $ npx -y @googlemaps/code-assist-mcp 05 Not Fair Google Ads ★ 3,399 · commit 2026-08-22 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/google_ads 06 Weather MCP Server ★ 58 · commit 2026-07-26 A Model Context Protocol (MCP) server that provides weather information using the Open-Meteo API. 3,851 installs/mo · 8 tools documented · no env vars documented $ uvx mcp-weather-server 07 FreightUtils MCP Server ★ 4 · commit 2026-08-19 The neutral freight reference layer for AI agents. 3,358 installs/mo · 25 tools documented · 10+ releases/90d · needs 1 env var $ npx -y freightutils-mcp 08 Switzerland MCP 🇨🇭 ★ 22 · commit 2026-08-24 Swiss open data for AI - zero config, zero API keys Install · Tools · Demo · Data Sources. 1,197 installs/mo · 40 tools documented · no env vars documented $ npx -y mcp-swiss 09 Variflight MCP ★ 31 · commit 2026-04-20 A Model Context Protocol (MCP) server implementation for VariFlight flight information services. 17,210 installs/mo · needs 1 env var $ npx -y @variflight-ai/variflight-mcp 10 Openstreetmap MCP Server ★ 5 · commit 2026-08-10 @cyanheads/openstreetmap-mcp-server Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap data via MCP. 3,373 installs/mo · 6 tools documented · 10+ releases/90d · needs 3 env vars $ npx -y @cyanheads/openstreetmap-mcp-server 11 Brasil API ★ 269 · commit 2026-08-12 24 documented tools with a focus on read & search; local stdio install. 252 installs/mo · 24 tools documented · no env vars documented $ npx -y @codespar/mcp-brasil-api 12 Apple Maps ★ 11 · commit 2026-08-21 Local MCP server for Apple Maps search and routing on macOS. 651 installs/mo · 4 releases/90d · no env vars documented $ uvx apple-maps-mcp 13 Open Meteo MCP Server ★ 2 · commit 2026-08-22 @cyanheads/open-meteo-mcp-server Geocode places, fetch global weather forecasts, ERA5 historical climate, marine conditions, air quality, and terrain elevation via MCP. 1,417 installs/mo · 14 tools documented · 10+ releases/90d · needs 2 env vars $ npx -y @cyanheads/open-meteo-mcp-server 14 Korean Secondary Learning Map MCP ★ 13 · commit 2026-08-25 한국 중등(중학교·고등학교 보통교과·특목 계열[과학·예술·체육]) 2022 개정 교육과정 학습 그래프를 AI가 조회하게 해주는 MCP(Model Context Protocol) 서버입니다. 420 installs/mo · no env vars documented $ npx -y korean-secondary-learning-map-mcp 15 Zurich Opendata MCP ★ 8 · commit 2026-08-24 🌐 English | Deutsch An MCP (Model Context Protocol) server providing AI-powered access to Open Data from the City of Zurich, Switzerland. 526 installs/mo · 5 releases/90d · no env vars documented $ uvx zurich-opendata-mcp How to choose between them
Mapbox MCP Server ranks #1 on the installs + stars + recency blend; Variflight MCP has the most raw installs (17,210 last month) if adoption is all you weigh. 5 of these 15 offer a remote endpoint (no local process to run); the rest are local stdio servers. 9 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 17,210 installs in the last month (as of August 2026). By GitHub stars the leader is Not Fair Google Ads (3,399).
How many maps & location MCP servers exist?
We track 415 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 56 maps & location MCP servers
Ranked 16 onward, same order as above. Status checked last night.
- Biolit ★ 2
- Swisstopo MCP ★ 8
- Optifeed Radar ★ 5
- Noaa Cdo MCP Server ★ 3
- MeteoSwiss MCP Server ★ 2
- Bbox MCP Server ★ 3
- Aviation Weather MCP Server ★ 2
- Flowzap ★ 5
- France Data MCP ★ 3
- Opencage Geocoding MCP ★ 19
- Job Data Lake ★ 2
- PH Civic Data ★ 5
- Open Eagle Eye ★ 4
- Leafengines ★ 5
- SEO Performance MCP ★ 2
- Rangefind ★ 2
- Belgium ★ 5
- Peak Window ★ 3
- Apiverket ★ 2
- Aiseo Audit ★ 5
- Source Map Parser MCP ★ 2
- Spec Left ★ 3
- Measure Space MCP Server ★ 3
- Vedurstofa MCP ★ 5
- Sleepwalker ★ 25
- Mappls MCP ★ 3
- Solar MCP ★ 2
- Dadata MCP ★ 2
- Arcgis MCP Server ★ 2
- Oh My Wind ★ 6
- Monkeymcp ★ 123
- Commutescout ★ 4
- Echorune Radar ★ 3
- DC Member API ★ 5
- Atlas ★ 3
- Clarigrid ★ 3
- Trusty Data ★ 3
- Test Atlas ★ 3
- AI Readiness Kit ★ 3
- Visibly AI - SEO MCP Server ★ 2
- aloha.fyi Hawaii ★ 2
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 56, all of which you can see on this page. The other 359 we track have stopped being maintained, or nobody is using them yet. Full recipe: how we verify.