537 servers in this category
MCPpedia tracks 537 maps & geo MCP servers. 82 of them score at least 50 out of 100, and 29 clear 70 — about 5% of what has been published in this space. The remaining 455 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. Kynth MCP (89) and Google Map MCP Server (88) 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: Best Maps & Geo MCP servers, Productivity, Developer Tools, Data, Finance
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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.
MCP server from Kynth Studios — eleven read-only lookups over live public data: AI model pricing and routing, dependency maintenance, service pricing and stack cost, agent skills and configs, shadcn component registries, starter-kit grades, AI app-builder App Store readiness, ADA Title II reports, nonprofit good-standing. No key, no signup.
18 Google Maps tools for AI agents — geocode, search, directions, weather, and more.
Multi-city flight routing intelligence — plan RTW trips, validate alliances, get carrier picks.
I Ching hexagram analysis and geographic feng shui for Taiwan locations
File-oriented MCP server for KiCad schematics, PCB placement, routing, and pours.
Local-first control plane for coding agents: routing, reservations, and guardrails.
Model Context Protocol server for Open-Meteo weather APIs
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。
Provides AI assistants with direct access to Mapbox developer APIs and documentation.
Generate randomized English Markdown frontend design directions from curated catalogs.
UK property data — Land Registry comps, EPC, Rightmove, rental yields, stamp duty, Companies House
Solar indices and space weather MCP server. SFI, SSN, Kp, DSCOVR, NOAA alerts.
Italian open data: municipalities, provinces, regions, postal codes, coordinates.
Fast - accurate weather conditions and forecasts by city or coordinates.
Norwegian address geocoding, places, properties, buildings & elevation from Kartverket.
World geographic data for AI agents. 261 countries, 13.4M cities.
Real-time space data — ISS tracking, rocket launches, space news, Mars weather, and more
MCP server for DaData.ru — address validation, company lookup, geocoding. 31 tools.