GeoAI Skills
Turn your agent into a senior geospatial data scientist: 18 skills for the full GeoAI lifecycle, including guarded ArcGIS Pro automation, with spatial failure modes designed out.
Pacote de plugins · de Muhammed Enes Duran
Resumo
GeoAI Skills é um pacote de plugins para ferramentas de programação com IA publicado por Muhammed Enes Duran. Marketplaces que lemos e que o listam: 1 (Community GitHub marketplaces). A última mudança que registramos foi em 2026-11-02. Conforme nossa passagem pelos marketplaces em 2026-11-03.
O que pede
- Instala-se como pacote de plugins
Nenhum dos marketplaces que lemos publica as ferramentas ou as configurações que ele pede.
O que declara, pede e executa, por completo
Instale apenas plugins de desenvolvedores em quem você confia. Mostramos o que os marketplaces publicam e não testamos plugins.
Funciona com
- Claude Code
Pelos marketplaces que o listam e pelo transporte MCP que declara, conforme cada cliente documenta. Não testamos plugins.
Conectar
Comandos e configurações gerados apenas a partir do que os marketplaces declaram. Não os executamos por você e não testamos plugins.
Como plugin do Claude Code
Gerado a partir do que Community GitHub marketplaces declara.
/plugin marketplace add muend/geoai-skills
/plugin install geoai@geoai-skillsOnde está publicado
| Marketplace | Status | Versão | Números | Verificado | Visto pela primeira vez |
|---|---|---|---|---|---|
| Marketplace da comunidade muend/geoai-skills (Abrir o código no GitHub) | Listado | 0.4.1 | Forks (GitHub): 5 Estrelas (GitHub): 40 |
Sem marcação |
Cada número é do próprio marketplace e nunca é somado entre marketplaces. Um marketplace que não publica números não mostra nenhum: sem número não é zero.
Listado em um marketplace da comunidade
| Marketplace | Repositório | Estrelas (GitHub) |
|---|---|---|
| geoai-skills | muend/geoai-skills | 40 |
Como os números mudaram
- 2026-10-3139
- 2026-11-0240
Cada ponto é um dia em que lemos um número diferente; os trechos planos são dias em que o número não mudou. Números de marketplaces diferentes nunca são somados.
O que o pacote contém
Conforme publicado em Community GitHub marketplaces.
Skills: 18
arcgis-pro-automationcartography-geovizchange-detectiongeo-data-engineeringgeo-deep-learninggeoai-orchestratorgeostatistics-interpolationgoogle-earth-enginemcda-suitability-analysisml-experiment-standardsmovement-trajectorynetwork-accessibility-analysis
Mostrar mais 6
point-cloud-lidarpostgis-spatial-sqlremote-sensing-analysisspatial-statisticsswe-devops-standardsterrain-hydrology
O que mudou
- Passou a ser um produto que acompanhamos
- Community GitHub marketplaces: apareceu
Plugins semelhantes
Produtos cujos próprios nomes, descrições, ferramentas e skills são os mais próximos deste pelo significado, em todos os marketplaces que lemos. A proximidade é ordenada apenas dentro desta lista.
-
gisgp io.github.uponex/gisgp
GIS tools for AI agents: 65 free tools + 8 paid (hazard/site-scouting/GeoJSON export)
-
mcp-perception com.geiant/mcp-perception
Geospatial AI MCP server — satellite imagery, embeddings, weather, GNS governance
-
mapsmith io.github.mapsmith-ai/mapsmith
Deterministic GIS geoprocessing with verifiable provenance on every output
-
Verifiable Earth ground truth for AI agents: water, hazard, ground stability, resource, with proof.
-
Reproducible, validated GIS analysis projects with an open-first geospatial stack.
-
Use when exploring, querying, analyzing, or visualizing data from a Portolan catalog (STAC-based cloud-native geospatial data). Covers navigating STAC metadata, querying…
-
Score any coordinate for ecological and agricultural land suitability from satellite data
-
Valid and reliable data engineering and statistical analysis without hallucinations.
-
Upload geospatial data to Source Cooperative with proper metadata and READMEs using Portolan CLI.
-
Drive GeoDa's spatial analysis from the agent: open data, build maps and plots in the app, create spatial weights, and run Moran's I, LISA, rate smoothing, PCA and clustering over…
Plugins semelhantes por marketplace
A mesma pergunta feita a cada marketplace separadamente: existe lá um equivalente deste plugin?
Listado em Claude Code: claude-plugins-community (5)
-
Geospatial SQL skill for BigQuery and Snowflake. Discovers warehouse schemas, writes cost-safe SQL with mandatory dry-run, validates results, and optionally renders an interactive…
-
End-to-end data analysis workflow plugin for Claude Code. Covers the full pipeline from EDA to model training - EDA, preprocessing, statistical analysis, feature engineering, and…
-
Find the right NVIDIA skill for GPU acceleration, CUDA, AI agents, data loading, training, inference, robotics, Physical AI, Omniverse, simulation, and other NVIDIA-powered…
-
DataRobot Agent Skills - Agentic skills for DataRobot enterprise AI and ML workflows. Covers model training, deployment, predictions, feature engineering, monitoring…
-
Honeydew AI plugins for semantic data modeling and data analysis — 9 skills, 3 hooks, multi-platform support.
Listado em Claude Code: claude-plugins-official (5)
-
Mapbox skills and MCP servers for building location-aware applications with AI. Includes geospatial tools, style management, and patterns for web, iOS, Android, and AI agent…
-
Find the right NVIDIA skill for GPU acceleration, CUDA, AI agents, data loading, training, inference, robotics, Physical AI, Omniverse, simulation, and other NVIDIA-powered…
-
DataRobot skills for AI/ML workflows — model training, deployment, predictions, feature engineering, monitoring, explainability, data preparation, App Framework CI/CD, and…
-
Build multimodal AI applications with Pixeltable -- tables, computed columns, embedding search, UDFs, tool-calling agents, and 25+ AI provider integrations.
-
Build high-quality datasets and computer vision models. Visualize datasets, analyze models, find duplicates, run inference, evaluate predictions, and develop custom plugins.
Listado em Claude: knowledge-work-plugins (5)
-
DataRobot skills for AI/ML workflows — model training, deployment, predictions, feature engineering, monitoring, explainability, data preparation, App Framework CI/CD, and…
-
Build multimodal AI applications with Pixeltable -- tables, computed columns, embedding search, UDFs, tool-calling agents, and 25+ AI provider integrations.
-
Write SQL, explore datasets, and generate insights faster. Build visualizations and dashboards, and turn raw data into clear stories for stakeholders.
-
AI-first project auditor and re-engineer based on the 9 design principles and 7 design patterns from the TechWolf AI-First Bootcamp
-
Atlan data catalog plugin for Claude Code. Search, explore, govern, and manage your data assets through natural language. Powered by the Atlan MCP server with semantic search…
Listado em Codex: openai-curated (openai/plugins) (5)
-
Skills for NVIDIAs ecosystem spans GPU acceleration, CUDA, AI agents, inference, robotics, Physical AI, Omniverse, and simulation. This plugin helps you understand the pieces…
-
Build with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.
-
Answer product and business questions with data
-
Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.
-
Design, critique, implement, test, and export web data visualizations in Codex, including charts, maps, dashboards, Gantt, UML, scrollytelling, reports, slides, mobile views…
Listado em Community GitHub marketplaces (5)
-
Reproducible, validated GIS analysis projects with an open-first geospatial stack.
-
Use when exploring, querying, analyzing, or visualizing data from a Portolan catalog (STAC-based cloud-native geospatial data). Covers navigating STAC metadata, querying…
-
Upload geospatial data to Source Cooperative with proper metadata and READMEs using Portolan CLI.
-
Drive GeoDa's spatial analysis from the agent: open data, build maps and plots in the app, create spatial weights, and run Moran's I, LISA, rate smoothing, PCA and clustering over…
-
Mapbox skills and MCP servers for building location-aware applications with AI. Includes geospatial tools, style management, and patterns for web, iOS, Android, and AI agent…
Listado em Copilot CLI: github/awesome-copilot (5)
-
Task Researcher and Task Planner for intermediate to expert users and large codebases - Brought to you by microsoft/edge-ai
-
Make dotted world maps and animated 3D globes and put them on a website. Bundles the globestudio skill, which writes the design as one config and embeds it as an iframe, a React…
-
Run a lightweight, role-separated AI development team with flexible tools, developer-selected models, proportionate planning, and optional QA.
-
Three-layer verification pipeline for AI output. Extracts claims, finds sources, and flags hallucination risks so humans can verify before acting.
-
Visualizes live session AI-credit usage as a Pac-Man board with pellets, ghosts, fruit milestones, and game-over limits.
Listado em Copilot CLI: github/copilot-plugins (5)
-
Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
-
Build Power Apps Canvas Apps using the Canvas Authoring MCP server.
-
model-apps
Build and deploy Power Apps generative pages for model-driven apps with specialist agents for planning, entity creation, and parallel code generation. Requires PAC CLI >= 2.7.0…
-
workiq
Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.
-
Complete bundle: all Microsoft Skills for Fabric for developers and consumers.
Listado em Cursor: cursor/plugins (5)
-
Ask Databricks Genie questions about your workspace's data in plain language.
-
Fan large tasks out across parallel cloud agents with planners, workers, verifiers, and structured handoffs.
-
Iterative self-referential AI loops using the Ralph Wiggum technique.
-
Explore datasets and tables and run SQL queries.
-
Analyze website traffic, audiences, and competitors.
Listado em Docker MCP Catalog (5)
-
Transform any AI agent into a geospatially-aware system with Mapbox APIs. Provides geocoding, POI search, routing, travel time matrices, isochrones, and static map generation.
-
Direct access to Mapbox developer APIs for AI assistants. Enables style management, token management, GeoJSON preview, and other developer tools for building Mapbox applications.
-
Analyze documents, images, videos, and audio.
-
Read and score Opik traces, experiments, datasets and prompts from your AI assistant.
-
Tools for interacting with the Google Maps API.
Listado em Official MCP Registry (5)
-
gisgp io.github.uponex/gisgp
GIS tools for AI agents: 65 free tools + 8 paid (hazard/site-scouting/GeoJSON export)
-
mcp-perception com.geiant/mcp-perception
Geospatial AI MCP server — satellite imagery, embeddings, weather, GNS governance
-
mapsmith io.github.mapsmith-ai/mapsmith
Deterministic GIS geoprocessing with verifiable provenance on every output
-
Verifiable Earth ground truth for AI agents: water, hazard, ground stability, resource, with proof.
-
Score any coordinate for ecological and agricultural land suitability from satellite data
Listado em PyPI (MCP servers) (5)
-
Read-only access to a self-hosted GeoLens spatial catalog: datasets, features, maps, sandboxed SQL.
-
Read and score Opik traces, experiments, datasets and prompts from your AI assistant.
-
offline-mcp io.github.gabrielmahia/offline-mcp
Local AI over Ollama for low connectivity: status, local inference, model and deployment guides.
-
perplexity com.mcparmory/perplexity
Search the web, generate AI responses, and create embeddings with real-time information
-
Search places, estimate routes, and build Apple Maps links on macOS.
Listado em npm registry (MCP servers) (5)
-
18 Google Maps tools for AI agents — geocode, search, directions, weather, and more.
-
140 deterministic tools for your AI: logs, tests, SQL, diagrams, SPARQL. Local, no network.
-
Generate dotted-globe maps, share URLs, and embed snippets from chat.
-
Real-world actions for AI coding agents: an inbox with approval outbox, deploys, domains, payments.
-
Geocoding, walking/driving/cycling distances, route optimization, isochrones and POI search on OSM
Encontrados pelo significado, não por código ou repositório em comum: plugins semelhantes continuam sendo produtos distintos, e isto não é uma avaliação nem uma recomendação.
Quer esta marca no seu plugin em nosso catálogo?
Prove que o mantém com um arquivo no repositório, um arquivo no seu domínio ou um registro DNS, e você poderá mostrar esta marca na ficha, com banners ao vivo para o seu site e o README. Como funciona a verificação
Você também recebe alertas quando um marketplace o publica, o remove, muda a marca de verificado ou o que ele pede, e o endpoint remoto passa a ser monitorado como um serviço web.
Dados de Community GitHub marketplaces. Os números vêm das nossas próprias passagens regulares pelos marketplaces, última leitura em . Não publicamos dados de contato dos editores de plugins.