MCP servers for geolocation, mapping APIs, routing, and geographic data.
MCPpedia tracks 511 maps & geo MCP servers. 62 of them score at least 50 out of 100, and 23 clear 70 — about 5% of what has been published in this space. The remaining 449 are thinner: registry entries with no description, no published tool schema, or no commit in the last year. They are all still listed here, because knowing a server exists and is unmaintained is worth as much as knowing a good one exists.
Gis MCP leads the list at 90/100. io.github.kingbbs/yiditu-mcp (87) and io.github.yanislav-igonin/random-design-mcp (86) follow. Every score is the same five weighted inputs: security (CVE scanning, tool-poisoning detection, and whether the server authenticates at all), maintenance (commit recency, release cadence, and download trend), documentation, client compatibility, and token efficiency — how much of your context window the tool definitions consume before you have asked anything.
3 of these servers are published by the vendor behind the underlying API rather than by a third party, which is usually the difference between an integration that tracks upstream changes and one that quietly stops working. None currently carry an open CVE, though that is a snapshot — advisories are re-scanned daily.
Also see: All Maps & Geo servers, Best Productivity, Best Developer Tools, Best Data, Best Finance
Last updated
A Model Context Protocol (MCP) server implementation that connects Large Language Models (LLMs) to GIS operations using GIS libraries, enabling AI assistants to perform geospatial operations and transformations.
I Ching hexagram analysis and geographic feng shui for Taiwan locations
Generate randomized English Markdown frontend design directions from curated catalogs.
Bounding box(bbox) GIS tool: coords conversion, EPSG, WKT, GeoJSON, H3, Overpass, POI, map viz
SUMO-MCP 是一个连接大语言模型 (LLM) 与 Eclipse SUMO 交通仿真的中间件。通过 Model Context Protocol (MCP)，它允许 AI 智能体（如 Claude, Cursor, TRAE等）直接调用 SUMO 的核心功能，实现从OpenStreetMap 数据获取、路网生成、需求建模到仿真运行与信号优化的全流程自动化。
18 Google Maps tools for AI agents — geocode, search, directions, weather, and more.
Solar indices and space weather MCP server. SFI, SSN, Kp, DSCOVR, NOAA alerts.
Provides AI assistants with direct access to Mapbox developer APIs and documentation.
Fast - accurate weather conditions and forecasts by city or coordinates.
Model Context Protocol server for Open-Meteo weather APIs