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Geospatial analysis
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | 1.Antv L7 Comprehensive guide for AntV L7 geospatial visualization library. | antvis/ | 4.1k | — | ~1.4k | Automated safety check: Pass | MIT | 29 days ago |
| 2 | Geolocate or chronolocate a photo with tool-verified reasoning (where was this taken / when was it taken / photo geolocation / geo-guessing). | Oldcircle/ | 1.3k | — | ~6.1k | Automated safety check: Pass | MIT | yesterday |
| 3 | Answer questions about spatial data using DuckDB. An agent skill from duckdb/duckdb-skills. | duckdb/ | 600 | 1 repo | ~1k | Automated safety check: Notes | MIT | 5 mo ago |
| 4 | 4.Antv L7 基于 WebGL 的大规模地理空间数据可视化引擎。适用于： (1) 创建交互式 WebGL 地图应用 (2) 可视化地理空间数据（点、线、面、热力图） (3) 构建位置数据驾驶舱 (4) 添加地图图层、交互和动画效果 (5) 处理并展示 GeoJSON、CSV 等空间数据 | antvis/ | 4.1k | — | ~4.4k | Automated safety check: Pass | MIT | 29 days ago |
| 5 | Lets an agent query a ShadowBroker OSINT platform for tracked flights, ships, satellites and news, and place its findings on the map as intel pins. | BigBodyCobain/ | 11k | — | ~8.9k | Automated safety check: Warn | AGPL-3.0 | yesterday |
| 6 | Auto-ingest a geospatial file (GeoJSON, Shapefile, GeoPackage, KML/KMZ, FlatGeobuf, CSV-with-geometry) into a PortalJS portal on the user's own machine, with no server. | datopian/ | 2.4k | 1 repo | ~1.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 7 | Create well-designed maps that follow standard cartographic conventions. | zzhonglei/ | 187 | — | ~3.1k | Automated safety check: Pass | MIT | 4 days ago |
| 8 | A skill your agent uses when operating or maintaining the RS-PaperClaw pipeline that fetches remote-sensing arXiv papers, creates per-paper issues, builds daily digests, reconciles issue sets, and… | thinson/ | 227 | — | ~319 | Automated safety check: Pass | MIT | yesterday |
| 9 | Track, retrieve, screen, and synthesize research frontiers for geospatial AI, remote sensing big data, and transferable computer vision methods. | limi124/ | 142 | — | ~1.3k | Automated safety check: Pass | No licence | 5 mo ago |
| 10 | 10.Map Creator 根据用户给出的城市、地点列表、地址表或已有 POI JSON，生成 GIS/OSM 城市导览地图、打卡地图、街区指南、小酒馆/咖啡/餐饮点位地图，并可选用 GPT Image 做风格化。用户要求“出一张地图”“生成城市点位图”“检查点位对齐”“用高德解析地址”“做 OSM/GIS 底图”“风格化地图海报”时使用。 | Hatari130/ | 193 | — | ~896 | Automated safety check: Pass | MIT | 2 mo ago |
| 11 | Create a current, source-linked weather briefing for a named city using the Open-Meteo geocoding and forecast APIs. | FrancyJGLisboa/ | 2.4k | — | ~599 | Automated safety check: Pass | MIT | 23 days ago |
| 12 | Deploy and run experiments for ML/DL training (local, remote, or Modal GPU) AND spatial data science / GIScience experiments (local, data-driven). | GRIND-Lab-Core/ | 106 | 1 repo | ~5k | Automated safety check: Notes | No licence | 5 mo ago |
| 13 | Databricks SQL (DBSQL) advanced features and SQL warehouse capabilities. | databricks/ | 345 | 1 repo | ~2.8k | Automated safety check: Pass | Unknown | today |
| 14 | A skill your agent uses for code, build, and test changes in geogeometry to preserve multiplatform support, geospatial correctness, and strict no-new-dependencies policy. | jillesvangurp/ | 138 | — | ~419 | Automated safety check: Pass | Unknown | 3 mo ago |
| 15 | 15.Orchard Use the local Orchard app to interact with macOS Apple apps and services: Calendar, Reminders, Clock, Mail, Contacts, Notes, Music, Weather, Messages, Location/Maps, and Apple Shortcuts. | okooo5km/ | 183 | — | ~5k | Automated safety check: Warn | MIT | yesterday |
| 16 | 16.Weather Fetches current weather conditions and a 7-day forecast for a requested location using Open-Meteo geocoding and forecast APIs. | platonai/ | 1.2k | — | ~1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 17 | Geospatial routing data handling for depot and station coordinates, route node IDs, internal index mappings, great-circle distance matrices, and route-distance reconstruction. | Raidriar7170/ | 125 | 1 repo | ~1.5k | Automated safety check: Pass | MIT | 12 days ago |
| 18 | Browse, search, and recommend geospatial / GIS / mapping / earth-observation MCP servers, and add newly discovered ones to the tracked list. | sparkgeo/ | 119 | — | ~809 | Automated safety check: Pass | MIT | yesterday |
| 19 | Project knowledge for developing and maintaining @cablate/mcp-google-map. | cablate/ | 468 | — | ~774 | Automated safety check: Pass | MIT | 11 days ago |
| 20 | 20.Cesium Map Open and operate the Cesium MCP 3D map, create map objects and GeoJSON layers, or inspect the selected object in the connected map. | gaopengbin/ | 140 | — | ~964 | Automated safety check: Pass | MIT | today |
| 21 | 21.Govmap API This skill should be used when the user asks about 'GovMap layers', 'GovMap API', 'map layers', 'entitiesByPoint', 'layer metadata', 'govmap endpoints', 'what layers are available', 'query map data… | LiorVainer/ | 130 | — | ~1.7k | Automated safety check: Pass | No licence | 4 mo ago |
| 22 | 22.Geomaster Comprehensive geospatial science skill covering remote sensing, GIS, spatial analysis, machine learning for earth observation, and 30+ scientific domains. | LeonChaoX/ | 938 | 1 repo | ~2.9k | Automated safety check: Pass | MIT | 2 mo ago |
| 23 | Handles vector geospatial data in Python with GeoPandas: reading shapefiles, GeoJSON and GeoPackage, reprojecting, spatial joins, overlays, clipping and maps. | davila7/ | 32k | 10 repos | ~1.8k | Automated safety check: Pass | MIT | today |
| 24 | GEE scripting and remote sensing analysis workflow guide. An agent skill from zzhonglei/GeoCode-Release. | zzhonglei/ | 187 | — | ~1.6k | Automated safety check: Pass | MIT | 4 days ago |
| 25 | Guide users through their first interaction with the Cesium 3D globe via MCP tools | gaopengbin/ | 140 | — | ~354 | Automated safety check: Pass | MIT | today |
| 26 | 26.Geomaster Comprehensive geospatial science skill covering remote sensing, GIS, spatial analysis, machine learning for earth observation, and 30+ scientific domains. | agent-skills-hub/ | 111 | 1 repo | ~5.2k | Automated safety check: Pass | MIT | 6 days ago |
| 27 | Comprehensive best practices for robot perception systems covering cameras, LiDARs, depth sensors, IMUs, and multi-sensor setups. | arpitg1304/ | 368 | — | ~15k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 28 | A skill your agent uses when running and reporting the analysis for an Annals of the American Association of Geographers manuscript — spatial statistics and modeling, remote-sensing accuracy, or… | brycewang-stanford/ | 1.2k | — | ~1.3k | Automated safety check: Pass | MIT | 11 days ago |
| 29 | Imagery provider adaptation skill for HASTE. An agent skill from microsoft/haste. | microsoft/ | 107 | — | ~1.3k | Automated safety check: Pass | MIT | today |
| 30 | 30.Geomaster Supports geospatial research workflows for remote sensing, vector and raster GIS, spatial statistics, terrain and network analysis, and machine learning for Earth observation. | K-Dense-AI/ | 48k | 1 repo | ~2.8k | Automated safety check: Pass | MIT | 3 days ago |
| 31 | Azure Maps SDK for .NET. An agent skill from microsoft/skills. | microsoft/ | 3.1k | 6 repos | ~3.9k | Automated safety check: Pass | MIT | 2 days ago |
| 32 | A skill your agent uses when defending the research design of an Annals of the American Association of Geographers manuscript — spatial/quantitative analysis and GIScience, remote-sensing and… | brycewang-stanford/ | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | 11 days ago |
| 33 | Turn a refined GIScience / remote sensing / spatial data science proposal into a detailed, claim-driven experiment roadmap. | GRIND-Lab-Core/ | 106 | — | ~3.3k | Automated safety check: Warn | No licence | 5 mo ago |
| 34 | 34.Geopandas Guidance and local audit tools for Python workflows that directly use GeoPandas GeoSeries, GeoDataFrame, spatial operations, or vector-data I/O. | K-Dense-AI/ | 48k | 1 repo | ~3.8k | Automated safety check: Notes | MIT | 3 days ago |
| 35 | Countries, states, cities, ResolveLocationAction, Location base model, LocationType enum, geocoding, and location-level Redis data. | OpenLitterMap/ | 134 | — | ~1.7k | Automated safety check: Pass | GPL-3.0 | 23 days ago |
| 36 | Integrates Amazon Location Service APIs for AWS applications. | awslabs/ | 915 | — | ~4k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 37 | Builds dashboards, reports, and data-driven interfaces requiring charts, graphs, or visual analytics. | ancoleman/ | 526 | — | ~2.4k | Automated safety check: Pass | MIT | 10 mo ago |
| 38 | 38.Mapkit Implement, review, or improve maps and location features in iOS/macOS apps using MapKit and CoreLocation. | dpearson2699/ | 1.2k | — | ~4.1k | Automated safety check: Pass | Unknown | 2 mo ago |
| 39 | Spatial analysis of cell neighborhoods and interactions in IMC data. | FreedomIntelligence/ | 3.1k | 1 repo | ~1.9k | Automated safety check: Pass | No licence | 2 mo ago |
| 40 | Process, analyze, and visualize geospatial data at scale. An agent skill from curiositech/some_claude_skills. | curiositech/ | 243 | — | ~3k | Automated safety check: Pass | MIT | 1 mo ago |
| 41 | Geospatial vector analysis extending pandas. An agent skill from jaechang-hits/SciAgent-Skills. | jaechang-hits/ | 370 | 1 repo | ~3.8k | Automated safety check: Pass | BSD-3-Clause | 9 days ago |
| 42 | Add geolocation capabilities to .NET MAUI apps using Microsoft.Maui.Devices.Sensors. | davidortinau/ | 174 | — | ~1.2k | Automated safety check: Pass | MIT | 3 mo ago |
| 43 | 43.Maui Maps Guidance for adding map controls, pins, polygons, polylines, geocoding, Google Maps API key configuration, and platform setup in .NET MAUI apps using Microsoft.Maui.Controls.Maps. | davidortinau/ | 174 | — | ~1.1k | Automated safety check: Pass | MIT | 3 mo ago |
| 44 | Guideline-driven spatial analysis skill. An agent skill from GRIND-Lab-Core/night_owl_research_agent. | GRIND-Lab-Core/ | 106 | — | ~8.1k | Automated safety check: Warn | No licence | 5 mo ago |
| 45 | Analyze spatial cell-cell interactions, neighborhoods, and niches in IMC/MIBI data with squidpy and imcRtools, covering neighborhood-enrichment permutation nulls, the abundance-vs-density confound… | GPTomics/ | 1.2k | 1 repo | ~3.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 46 | Orchestrates imaging mass cytometry from raw MCD acquisitions to patient-level spatial analysis, chaining steinbock preprocessing, Mesmer/Cellpose segmentation, single-cell quantification… | GPTomics/ | 1.2k | 1 repo | ~4.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 47 | 47.Geopandas Spatial data: GeoDataFrames, spatial joins, CRS/projections, choropleth/interactive maps, spatial autocorrelation, PySAL. | brycewang-stanford/ | 4.5k | — | ~3.5k | Automated safety check: Pass | Unknown | 3 days ago |
| 48 | 48.Plotly Plotly interactive visualization. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.5k | — | ~1.9k | Automated safety check: Pass | Unknown | 3 days ago |
