"Technology pre-research resources" matching MCP servers:

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.

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

US drone airspace intelligence and mission planning. 24 MCP tools: check airspace restrictions across 11 FAA data layers, plan grid/orbit/corridor surveys, validate Part 107 compliance, generate pre-flight briefings, and export to KML/GPX/QGC/Litchi/WPML.

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

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 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.

Integration platform for aviation data sources including weather, NOTAMs, airport information, and flight planning APIs, enabling comprehensive pre-flight preparation and in-flight decision support.

Enables MCP clients to create and edit technical drawings, manage layers and geometry, process GIS/research mapping data, generate previews and layouts, and automate AutoCAD documents on Windows through COM.

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 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.

Search Apple Maps for businesses with Apple ratings and aggregated Yelp and TripAdvisor reviews. Useful for lead generation, restaurant research, and competitive analysis.

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 an AI assistant to run pre-ingest QA on utility power-grid GIS exports: score readiness, list issues with coordinates, reconcile registers against survey/LiDAR detections, map codes to library types, and draft a data request. It exposes the same checks, reconciliation and reporting operations as callable tools so a deployment engineer can work conversationally in any MCP client.

Enables AI agents to run Google Maps geo-grid rank scans and local SEO research, including keyword discovery, rank maps, competitor leaderboards, and rank lookups at specific places. It connects stdio MCP clients to a hosted endpoint using a single API token, so every tool is scoped to the user's account.

Enables agents to find the gross salary in another location that leaves the same after-tax money once local living costs are covered, using built-in county budgets and place data. It also supports looking up locations, generating research prompts, and saving or contributing sourced location entries.

Provides access to Yelp's business database for searching local businesses, retrieving detailed ratings and reviews, and performing market research through business counts. It enables users to look up businesses by location, category, or phone number using the Yelp Fusion API.

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 search jobs, analyze salary data, and research employers across 12 countries via the Adzuna API.