"A guide to creating software project documentation" matching MCP servers:

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

Enables geospatial analysis by chaining MCP tools that resolve areas, select datasets, pull statistics, and generate insights, with session state passing data between tools.

Enables AI assistants to look up US census tract, block group, block, county FIPS, and legislative districts from a street address or latitude/longitude via the Census Geocoder, and to decode census GEOIDs offline.

Discovers Korean national heritage, resolves designation numbers, and creates heritage-focused trip plans using official National Heritage Administration data.

An AI-powered travel assistant connected to Claude via MCP that helps users plan Amazon Rainforest trips by providing directions, hotel recommendations, adventure spots, cultural sites, and travel precautions.

Enables read-only lookups of state septic licensing agencies with their official verification URLs, searches of license-matched septic contractors by state, city, county, zip or service, and retrieval of sourced septic cost guides. Every response carries a thesepticguide.com source link, requires no API key, and reports its snapshot date.

Enables MCP clients to geocode and reverse geocode places, render static maps with markers or routes, generate privacy-safe area maps, and get setup code for interactive maps using OpenStreetMap data.

Exposes 17 typed tools over stdio JSON-RPC so LLM agents can run multi-hop reconnaissance against a local store of 71 live public intelligence feeds — querying regions, searching events, profiling countries, looking up IPs, CVEs and sanctions, finding nearby aircraft or quakes, and compressing selections into token-budgeted digests.

Provides real-time access to Israeli emergency alerts from the official Pikud Haoref (Home Front Command) API. Enables AI assistants to check current alerts, retrieve alert history with intelligent city filtering, and monitor emergency notifications including rocket alerts, aerial intrusions, and earthquakes.

Provides Estonian public transport timetables, trip planning, stop search, and real-time vehicle tracking.

Provides maritime routing capabilities, enabling computation of oceangoing route distances and full routes in GeoJSON format via MCP tools.

Provides read-only query tools over OpenStreetMap data in PostGIS, enabling natural language queries for features, categories, and spatial analysis.

Enables currency conversion, exchange rates, geocoding, and weather queries through MCP tools, integrated with OpenAI Responses API.

Enables users to get real-time weather information for Israeli cities through MCP tools, using Playwright to scrape live data and provide it to the language model.

MCP server offering travel planning tools such as destination search, weather lookup, attraction discovery, and budget estimation.

A developer-focused server that exposes information from VW vehicles via a Model Context Protocol (MCP) interface. This project is designed for integration, automation, and experimentation with connected car data.

Enables AI assistants and applications to search, retrieve, batch-fetch, browse, and extract code examples from live Maps SDK and Cloud REST API documentation, with cross-SDK lookup and recency tracking.

Provides hosted, read-only Google Maps tools for MCP clients, enabling place search, full place details, reviews, photos, posts, and contributor history without a Google Cloud project or billing.

Drive Esri's ArcGIS Pro from an AI agent — the ArcGIS Pro counterpart to QGIS MCP. A headless ArcPy CLI plus an in-process .NET 8 add-in that exposes the live Pro session as MCP tools (ping, zoom_to, query, run_gp, export_layout) so an agent drives the running project while you watch.

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 Claude Desktop to view and interact with the currently open QGIS project, including layers, styling, selections, Processing algorithms, attribute editing, and geocoding, all running locally.

Enables to interact with Felt maps programmatically through an MCP server. Supports listing, retrieving details, and creating maps with natural language.

Enables users to query a Tesla vehicle's battery, charging, climate, odometer, software, location, charging history, and local mileage or range reports through a local stdio MCP connector. Status can come from cached snapshots without waking the car, while wake-and-refresh is budget-gated and no vehicle commands are exposed.

A server that enables AI models to fetch and display Google Street View imagery, allowing users to create virtual tours by viewing streets and landmarks from anywhere.

MCP server providing comprehensive Leaflet.js documentation, code generation for maps, markers, layers, GeoJSON, choropleth, and debugging tools.

Enables controlling QGIS to generate thematic maps over a project polygon, automatically styling and clipping layers, creating print layouts, and exporting them as PDF, PNG, JPG, or TIF. It also supports headless operation and map series with one sheet per layer.

A Model Context Protocol server that connects Large Language Models to the GeoServer REST API, enabling AI assistants to query and manipulate geospatial data through natural language.

Enables AI agents to report incidents to the Bilbao City Council (MeJora Bilbao / Bilbo Hobetuz) by listing categories, looking up streets, reviewing existing reports, and creating new ones — including generating a report directly from a geolocated photo. Drafts are dry-run by default and real submissions require explicit human confirmation.

Enables AI agents to report street incidents to Valencia City Council by listing categories, geocoding streets, checking existing reports, and creating nuevos avisos from text or photos with human-confirmed previews. Supports stdio and HTTP transports, with identity and device registration handled locally.

Enables Claude and other AI assistants to search restaurants, manage bookmarks, and read guides on a user's Beli account. Supports restaurant lookup, bookmark creation and status checks, guide browsing, and a read-only passthrough to any GET endpoint.

QGISMCP connects QGIS to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control QGIS for project creation, layer loading, code execution, and more.

MCP server for managing event spaces, hotels, and party venues in Saga Prefecture, Japan. Enables searching, creating, updating, and deleting venues, announcements, release notes, and performing administrative tasks via natural language.

A local MCP server that enables AI clients to read ArcGIS Pro project information and execute ArcPy geoprocessing in the native ArcGIS Pro Python environment.

An MCP server that creates a virtual traveling environment on Google Maps, allowing users to guide an avatar on journeys with photo reports and SNS integration.

A read-only MCP server that gives AI agents accurate current time, timezone conversions, DST transitions, and city lookups using live IANA timezone data, with cited sources.

Enables agents to look up countries, regions, cities and districts and to retrieve the recommended areas to stay in each, including who each area suits, why, and links to the corresponding guide pages on doalu.com. It works from public static guide data with no API key or account.

Enhances LLM responses by grounding them in official Google Maps Platform documentation and code samples via MCP tools for developing applications.

Enables searching active NYC rental apartments and lease takeovers with filters for price, bedrooms, commute, amenities, and more, plus creating links to set up alerts for new matches.

Enables AI assistants to design 3D-printable, multi-colour OpenStreetMap models in chat by finding places, creating and editing designs, rendering images or rotatable 3D views, and sharing links that open the design in a configurator.

UK address (Royal Mail PAF), email, and phone (live HLR carrier) validation via the Postio API. Six tools: address search, postcode lookup, UDPRN, email validate, phone validate, and a health probe.