"How to use GitHub" matching MCP servers:

MCP server for sthan.io - US address verification, parsing, autocomplete, forward/reverse geocoding, and IP geolocation. 8 tools, TypeScript, stdio transport. Free tier, no credit card required.

An MCP server for the iNavi Maps API that gives AI assistants iNavi Maps API specifications and ready-to-use HTML templates for interactive map visualizations (geocoding, POI search, route planning).

Enables radio line-of-sight checks over locally cached FABDEM terrain for points and routes, including Earth curvature, k-factor refraction, Fresnel-zone clearance, coverage gaps, and verdicts at named stops. It also supports terrain elevation/profile queries and tile prefetching for offline use.

An MCP server that exposes the Wunder Mobility v2 end-user API as tools, enabling clients to browse vehicles, manage rentals, and create reservations on behalf of a signed-in user.

Thirteen read-only Google Maps Platform tools for an agent: where a place is, what is around it, how long it takes to get there, and what the conditions are when it arrives.

MCP server for spatial queries via the Terranode Geospatial API, enabling AI agents to perform point-in-polygon lookups, nearest feature search, distance calculations, and spatial joins.

An MCP server for querying land use plans and exporting cadastral maps as DXF files using VWorld Open API from the Korean Ministry of Land, Infrastructure and Transport.

Connects conversational AI agents to live inventories of verified neighborhood retail stores through GPS-radius catalog search, zero-PII order reservations with direct merchant checkout links, real-time fulfillment tracking, and store trust reporting. Shoppers settle payment directly with merchants while orders trigger counter terminals and courier dispatch slips.

Enables users to resolve historical US land and jurisdiction questions: which county held a given spot on a specific date, where a federal land description (PLSS) falls on the ground, and which National Archives series and file hold the case behind a land patent. All lookups are read-only and can be used alongside archive-search tools to route records requests to the right office.

Provides IP address geolocation and related info via an API, with MCP server integration for easy use in AI tools.

Tracks how long you've been indoors, nags you to touch grass, detects frustration, and recommends nearby parks with live weather.

MCP server providing AI agents with access to Japanese data APIs (address, furigana, transit, diet, holiday, weather, houjin) via a pay-per-use x402 payment protocol.

Singapore property prices, HDB resale transactions, land use/zoning, and nearby amenities via MCP. Uses only free public APIs, no API keys needed.

The Stadia Maps MCP server provides AI assistants with access to Stadia Maps APIs for location services, geocoding, routing, and mapping capabilities.

Enables querying an OwnTracks Recorder for current and historical location data, including addresses, stays, distances, devices, and status, through read-only MCP tools. It supports natural-language questions about where someone is or was and how far they are from home.

Provides Naver Map API functions (geocoding, reverse geocoding, directions, static map, and usage queries) as MCP tools for use in Claude Desktop, VS Code, and other MCP clients.

Enables AI agents to use Kakao's Local, Search, and Vision APIs for address conversion, place search, web/blog/search, and OCR, requiring only a REST API key.

Enables AI agents to autonomously discover, stream, and compute satellite analytics from free government Earth-observation catalogs such as Sentinel-2, Landsat, and Copernicus DEM, with zero API keys or configuration. It supports place-name geocoding, STAC scene search, cloud-native COG streaming for spectral indices, elevation profiles, SAR flood detection, and sandboxed custom geospatial scripts.

Enables any MCP client to calculate how many calories a user has earned by walking to a destination, then shows which nearby restaurants and dishes fit within that remaining budget. Blends official McDonald's nutrition data with estimated Chinese-restaurant nutrition values and real walking distances, exposing a walk allowance, nearby food lookup, eatability check, and concept explanation as tools.

Enables AI agents to autonomously discover, stream, and compute satellite analytics from free government Earth observation archives. Provides tools for STAC search, spectral indices, elevation profiles, SAR water detection, and sandboxed geospatial scripting.

An MCP server that provides AI agents with geospatial analytics by querying Overture Maps data directly from S3, enabling place analytics, building composition, land use classification, and transportation analysis.

MCP server that provides Korean weather information using grid coordinates and the Korea Meteorological Administration API, allowing users to query current weather conditions and forecasts for specific locations in Korea.

A Python MCP server for discovering and analyzing Sentinel-2 L2A imagery, enabling AI agents to search scenes, check quality, and compute spectral indices like NDVI, NDWI, and NBR from remote COG windows.

Provides weather information for the United States through the Model Context Protocol. Enables users to query current weather conditions and forecasts for US locations.

Live aircraft and ship positions for an agent, by circle or polygon, with the feeds that reported each contact and how old each fix is. Runs against your own self-hosted Velocity instance, no API keys.

Enables MCP clients to use DataCore's data skills as native tools for Vietnamese address normalization, address validation, company lookup, and text embedding generation, all with read-only access.

Enables AI agents to search live directory data for local US card shops and upcoming card shows by coordinates or city/state, returning distance-sorted results with addresses, games, services, ratings, and dates. It also reports which US states are covered and how many shops each contains.

WeatherAI MCP server — 11 live weather tools for Claude Desktop, Cursor, Windsurf, and any MCP-compatible AI assistant

Enables AI agents to look up real-time US and Canadian sales and use tax rates by street address, latitude/longitude, or postal code, retrieve jurisdiction-level breakdowns, and check account usage and quota. Connects over stateless Streamable HTTP with API-key authentication.

Provides timezone information via timeapi.io, enabling listing of 590+ IANA timezone strings.

Reconciles Wikidata items against OpenStreetMap features, yielding verdicts (matched, ambiguous, unmatched, error) based on existing wikidata tags, cross-lingual name agreement, and distance, with support for SPARQL selectors to define item sets.

Enables live search, maps, reviews, and app store data from Google, Bing, Amazon, Apple, Yelp, and Tripadvisor, returned as structured JSON for use with any MCP client.

Enables AI assistants to interact with SmartRoutes route optimization and dispatch tools, allowing users to manage orders, vehicles, and plans via natural language.

Enables address autocomplete, forward and reverse geocoding, IP geolocation, and place/geofence context lookups using Radar's API, letting AI agents resolve locations through natural language.

PositionGuard: read-only MCP server for area-level presence. Ask who in your PositionGuard groups is at an area like home, school or the club. Members opt in; anyone who hasn't is reported as unknown, never away. Returns area names and counts, never coordinates or history. Use it with an Assistant key from dev.positionguardai.com, or connect to the hosted connector at https://mcp.positionguardai.c

Enables searching RescueGroups.org for adoptable animals by species, postal-code radius, breed, and traits, and exploring the rescues/shelters that list them, including full details, photos, contact info, and adoption process.

Enables AI agents to query live ADS-B flight data, including aircraft currently flying near a given latitude/longitude, individual airframes tracked by ICAO hex address or callsign, and military or government aircraft transmitting worldwide. Each tool returns real-time positions with altitude, ground speed, heading, and vertical rate rather than schedules.

Provides IP address geolocation and lookup via ip-api.com, no authentication required for basic usage.

Enables search and query of City of Seattle GIS open geospatial datasets such as parcels, zoning, and public works via ArcGIS Feature Services.

Enables ZIP and postal code lookups—resolving codes to city, state, and coordinates for 60+ countries, and fetching all postal codes for a city—via the Zippopotam.us API.