"Hugging: Exploration and Resources" matching MCP servers:

A local MCP server that integrates FastMCP with OpenAI to enable natural language queries for current weather, forecasts, and currency conversion using ExchangeRate-API and Open-Meteo.

Enables discovery and querying of UK public data for infrastructure, geology, and preliminary ground investigations, including boreholes, environmental monitoring, planning, mapping, and traffic, plus cited desk studies and ground-investigation gap planning.

Enables users to check Google organic, map pack, and local finder positions for keywords across specified locations, returning per keyword/location rows with ratings, competitors, and rank changes. It runs searches from each location via Apify and can track history with a state key.

Enables AI assistants to validate and standardize US addresses using the official USPS Address Validation API with secure OAuth2 authentication.

A self-contained MCP server that gives AI agents the ability to calculate high-precision astronomical data. It provides tropical zodiac coordinates, planetary speeds, retrograde detection, and house cusps using the trusted Swiss Ephemeris engine. 100%

Enables AI agents and hackathon teams to query Glendale, California hazard zones and city GIS data by address or coordinates, including nearby resources and dataset metadata for emergency-preparedness applications.

An MCP server that wraps the U.S. Army Corps of Engineers (USACE) Institute for Water Resources (IWR) River Mile Marker ArcGIS Feature Service, allowing LLMs to locate river mile markers on navigable U.S. rivers and answer 'what river mile am I at?' questions.

Provides Yelp Fusion API access through MCP tools and resources for searching businesses, getting reviews, and more.

Provides spatial context and geographic data access for LLMs through France's Géoplateforme services, including geocoding, altitude queries, administrative boundaries, cadastral data, and vector data exploration.

A production-grade MCP server that provides real-time weather data and demonstrates the complete MCP protocol surface including tools, resources, prompts, and structured output.

Enables querying maritime vessel data via MCP tools and resources, including vessel search, port proximity, and vessel details lookups.

Exposes Brazilian public data — postal codes (CEP), company registrations (CNPJ), CPF/CNPJ validation, banks, national holidays, municipalities, and DDD area codes — as MCP tools and resources, backed by BrasilAPI, ViaCEP, and IBGE with caching, fallback, and rate limiting. Any MCP client such as Claude Desktop or Claude Code can query and validate this reference and registration data through natural language or programmatic calls.

Enables AI assistants to query documentation, API references, code examples, and live ICGC style/layer configuration for building maps with mapicgc-gl-js. It also exposes changelog and README resources plus a map-creation prompt.

Enables AI assistants to retrieve Italian Alpine and Apennine hiking data, including numbered trails, refuges, avalanche bulletins, and mountain weather forecasts, through MCP tools, resources, and prompts.

Enables exploration of geographical data including countries, cities, states/provinces, and regions through a SQLite database. Supports searches by name, location coordinates, currency, and regional groupings with comprehensive statistical queries.

Enables AI assistants to search, validate, and edit OpenStreetMap data through natural language commands and built-in safety protections. It supports discovery of nearby amenities, geographic data exploration, and secure map editing via OAuth authentication.

Enables Persian-language search, comparison, price assessment, market snapshots/history, and monitoring of property, vehicle, and goods listings with evidence, freshness, and coverage limitations. It also supports official Kenar API integration, local/offline fixture modes, MCP resources and prompts, and watch notifications.

A standalone stdio MCP server that exposes 13 resources, 3 prompts and 7 tools for assembling interactive, replayable HTML interfaces such as calculators, charts, maps, flowcharts and small apps. It returns the generated HTML document for the calling client to decide whether and how to display.

Enables natural-language interaction with geospatial data from the State of Alaska Geoportal, allowing users to query and work with ArcGIS Online resources through an MCP-compatible interface.

Provides tools for greetings, calculations, weather, geocoding, and image generation via Hugging Face, deployable to Vercel and integrable with Cursor.

Provides complete world location data (countries, states, cities) as an MCP server for AI assistants, enabling search and retrieval of geographic information through 11 tools and 5 resources.

Enables an LLM agent to search and filter California restaurants by cuisine, city or neighborhood, vibe, maximum price, and minimum rating, fetch full details and customer reviews for individual restaurants, and retrieve an overview of available cities, cuisines, and vibes through MCP tools and resources.

Enables map-only weather exploration with live storm cells, lightning, forecast layers, and up to five monitored places through MCP tools.

A no-API-key-required MCP server that wraps Open-Meteo APIs to provide geocoding and weather forecast data, enabling city lookups and multi-day forecasts through tools, resources, and prompts.

Enables AI assistants to interact with the Open Charge Map API, allowing exploration of endpoints, test requests, and using documentation to integrate the SDK.

Enables MCP clients and LLMs to compute Vedic astrology charts, including 47 ayanamsha modes, 20 divisional charts, Vimshottari dasha, transits, Panchanga, and related calculations from birth details. It also resolves places to timezone and coordinates and exposes configuration and server-status tools.

Enables users to manage parking sessions, track expiration times, and retrieve real-time weather and location context via MCP tools and resources.

Wraps four public railway APIs as 13 tools, 7 prompts and 5 resources, enabling an LLM client to answer live questions about station master data, timetables and timetable changes, elevator and escalator outages, and parking facilities and prognoses.

Enables AI assistants to query structured NYC family data, including neighborhoods, schools, admissions, safety, health, family resources, kids' activities, and neighborhood comparisons.

Connects users to mental health counseling centers and welfare programs based on location and situation, prioritizing crisis resources.