CLARIFY YOUR REQUIREMENTS
Choose your coordinates and historical period first.
Unclear parameters appear as choice cards. Reopen them later from the conversation. Changing only the zoom level preserves the confirmed coordinate system.
GEOD AGENTWindows desktop app · Public beta
Describe your needs.
Bring geographic data into your workspace.
Imagery, DEM, historical imagery, vectors and 3D data start with a conversation.
Review the plan, then download, process and verify outputs on your own computer.
Available now: beta 0.2.3 · Windows x64Explore the 0.2.4 changes
Tasks run locallyReview sources and areasKeep your output files
GeoD Agent / Workspace previewSwitch screenshots to explore features
View full screenshotConversation, map and tasks side by side.
Manage workspaces and conversations on the left, organize tasks in the center, view areas on the map, and review plans, progress and outputs on the right.
View full screenshotBring completed outputs back to the map.
Changping imagery was cropped to the administrative boundary and loaded onto the map. The output panel records actual file sizes and distinguishes tile progress from final delivery.
View full screenshotSwitch between 2D and 3D by conversation.
Open downloaded local 3D Tiles in the same workspace, switch between 2D and 3D, adjust the camera, manage layers and locate outputs.
View full screenshotReview the source before downloading.
View source thumbnails, levels and configuration; manage your own service connections. Enter required keys or tokens locally.
View full screenshotDraw on the map, then use it in conversation.
Draw rectangles or polygons, drag vertices, name areas and save bookmarks. Saved areas can become inputs for later tasks.
View full screenshotKeep recurring downloads in the task panel.
Create scheduled AI runs or downloads on a dedicated page, view records, pause future triggers or cancel a run. Tasks can continue while the local background process is running.
View full screenshotConnect existing tools to one workspace.
Manage Skills and MCP; connect PostgreSQL / PostGIS, GDAL and map tools so the Agent can work from actual results.
Conversation, maps and outputs in one place.
Work around a data task with plans and progress always available.
Every step leaves a record.
AI organizes the task; you review sources, areas and outputs. Task states and output files record the execution.
- 01
Describe what you need
Specify the area, data type and purpose, or attach an existing boundary file.
- 02
Review the task plan
Check the source, area, resolution, format and save location, then approve execution.
- 03
Run the task on your computer
Downloads, stitching and clipping run locally, with progress and task status available at any time.
- 04
Take verified outputs with you
View results on the map, read output files and integrity manifests, then continue your workflow.
0.2.4 · LOCAL CANDIDATEYour choices stay yours.
Your choices stay yours.
Let tools handle the steps.
This release refines the download workflow: clarify missing parameters, retain confirmed choices and offer required skills. It has not been published yet.
INSTALL AS NEEDED
Install the GIS tools your task needs.
Five GIS skills install independently and share downloaded dependencies. Java and local OCR are removed from the base installer; add processing tools as needed.
- Boundary importRead boundaries and coordinate systems
- Vector conversionConvert formats and reproject
- Vector analysisCrop, buffer and simplify geometry
- Raster inspectionInspect bands, bounds and statistics
- Raster conversionReproject, compress and build overviews
These are actual component verification screenshots; choices and installation states illustrate the interaction. The 0.2.4 installer and clean Windows acceptance are still pending.
From imagery to 3D scenes.
Plan, download and inspect different data types in one conversation workspace. This includes local 0.2.4 candidate capabilities. See the release notes for the public 0.2.3 installer.
Verified in development
Imagery downloads
Choose a source, stitch and clip, then take usable imagery into your workflow.
- XYZ / WMTS and ArcGIS ImageServer sources
- Multi-level tasks and imagery with labels
- Polygon clipping, compression, pyramids and BigTIFF
GeoTIFF · MBTiles · PNG / JPEG · GeoPackage · Raw tiles
All six outputs verified in development, with independent file readback
Verified in development
DEM elevation
Decode elevation tiles into actual elevation data in meters.
- Terrarium elevation decoding
- Float32 elevations in meters, with NoData
- Area downloads, pyramids and map loading
Elevation GeoTIFF · Local preview
Real model-driven tasks and elevation files verified through readback
Verified in development
Historical imagery
Revisit the same area across versions for comparison and archiving.
- Esri Wayback version catalog and downloads
- Distinguish release dates from local capture dates
- Compare updated areas using regional imagery metadata
Historical GeoTIFF · Extent and metadata
Actual historical tiles and outputs verified; update comparisons use metadata
Verified in development
Vector data
Retrieve features or keep source tiles, choosing the right output for your next step.
- MVT / PBF and OSM feature retrieval
- Select intersecting features with rectangles, polygons and holes
- Load and inspect vector outputs on the 2D map
GeoJSON · GeoPackage · PBF · MBTiles
Intersecting features keep full geometry; PBF / MBTiles keep complete selected tiles
Verified in development
3D Tiles
Download authorized 3D data and view it in your workspace.
- Cesium Ion, URL and authenticated service connections
- Rectangle / polygon filtering and recursive resource collection
- Offline output verification, Cesium loading and navigation
Local tileset and resources · Integrity manifest
Official samples and Ion buildings verified; spatial filtering keeps whole models
Access, resolution and download permission depend on the data provider. A successful source connection does not grant download rights.
Start with the data you have.
Files, databases, online features and hand-drawn areas can all start a task. Thirteen input methods have been verified locally through reading, planning, download clipping and output checks.
Draw on the map
Drag a rectangle or draw a polygon point by point. Edit vertices, name and bookmark the area, then use it in the current conversation.
RectanglesPolygonsArea bookmarks
Read existing files
Attach a project boundary to the conversation and read or transform its coordinates. Multiple polygons and holes are preserved, without manually copying coordinates.
GeoJSONSHP / ZIPGeoPackageKML / KMZGMLFlatGeobufSpatial SQLiteCSV WKT / EWKT
Connect PostGIS
Discover spatial layers, read attributes and extents, then use queried areas for downloads. Database passwords are managed by local credentials.
Spatial layer discoveryAttribute readingCoordinate transformation
Read online boundaries
Provide an online vector file or feature endpoint, then connect its area to the task plan.
Online GeoJSONWFS GetFeatureArcGIS queryOGC Features
Connect your own data sources.
Manage presets and custom services together, with labels, subdomain rotation and coordinate handling for supported sources. Authenticate with query parameters, Bearer Tokens or custom headers. Keys and tokens stay in the local credential store; the model reads configuration summaries.
Online inputs support feature responses. Automatic service discovery, full pagination and additional database types are still in progress.
Long tasks stay visible and manageable.
The Agent organizes plans; your computer handles downloads and monitoring. Keep talking, or return to the task panel to check actual status.
Multiple areas, one request
Keep multiple input areas, download selected areas together or split them into separate tasks. Each has its own plan, save location and outputs.
Progress and outputs in one place
View tasks awaiting approval, running or completed. Inspect details, process tasks in batches, load outputs on the map or open local files.
Pause, cancel and resume
Imagery tasks retain verified tiles and resume after a pause or app restart. Interrupted vector and 3D tasks can be checked again and retried.
Fill gaps, or export from cache
Create a new recovery plan for imagery and reuse valid cache. Export only cached coverage when needed, with missing areas clearly marked.
Downloads on a schedule
Run imagery downloads once or on a recurring schedule; save scheduled templates for vector / 3D tasks too. Keep run history, with separate controls for future triggers and the current run.
Know what is in your cache
Check disk usage and integrity, organize older cache and move storage. Reuse is tied to source versions; available space is checked before migration.
Scheduled tasks require the local companion to remain running. Closing the window allows work to continue; explicitly stopping the companion stops execution. Permissions determine automatic execution, and missed cycles are combined on reconnection.
Maps, data and tools working together.
From built-in maps to local processing and selected extensions. The Agent continues from actual tool results; new connectors require your approval before activation.
2D map operations
Built-in OpenLayers tools adjust the view, manage layers, add GeoJSON and annotations, load imagery outputs and read map state.
3D scene operations
Built-in Cesium tools adjust the camera, control buildings, add objects and change basemaps. Existing scenes are preserved when switching between 2D and 3D.
Local GIS processing
Install boundary import, vector conversion, vector analysis, raster inspection and raster conversion separately. When a task needs a skill, review the download prompt and continue after installation. File operations stay within the current workspace.
Skill packages
Search the skill catalog, paste a link or import a local package. GitHub and local Skills retain scripts, references and assets for review before enabling.
External MCP tools
Discover HTTP MCP services, connect and list actual tools, then approve activation. Tool arguments, results and errors are visible in the conversation.
Traceable Agent conversations
Use a GeoD hosted model or configure your own model service and compatible gateway. Inspect execution logs, steer or stop a turn, and keep conversations and task history in workspaces.
Skill scripts require local dependencies. In 0.2.4, GIS tools install separately and share dependencies. HTTP and stdio MCP, authentication headers and browser OAuth are implemented; each external service needs validation. Camera, object, layer, basemap and view switching have been checked; further scene tools are verified individually.
Take the files and their provenance.
Outputs stay in your local workspace. View completed downloads on the map and check the file manifest for completeness.
Choose a format for your workflow
Export rasters, vectors, tile archives and 3D resources. Version 0.2.4 defaults to uncompressed output, with optional compression and overviews. Reproject to a specified EPSG coordinate system for your GIS workflow.
Verify actual files
Record sizes, hashes and resource references to check outputs. Missing coverage and partial exports are clearly marked rather than presented as complete delivery.
Check it on the map
Load local imagery, vector and 3D outputs and navigate to the task area. Plans, sources and run records remain attached for later review.
Tell the Agent your workflow.
These requests illustrate combinations of capabilities. Sources, areas, formats and permissions still need review before execution.
Imagery across multiple regions
“Download imagery for these areas separately, then produce one merged and clipped result.”
Split or merge areas → Assign tasks → Separate outputsDatabase-driven tasks“Read project boundaries from PostGIS and use them to clip the imagery I need.”
Connect and discover layers → Read boundaries → Download and clipArchive historical data“Show historical imagery versions for this area and download the selected date.”
Find versions → Check dates → Historical outputsView 3D outputs“Load the 3D output, view the buildings obliquely from the south, then switch back to 2D.”
Load scene → Adjust camera → Switch viewsAn actual download and deliveryFrom reviewing the area,
From reviewing the area,
to delivering the files.
“Download the latest imagery for Changping.”
The local task downloaded 704 Changping tiles, clipped them to the administrative boundary and exported a GeoTIFF. Review coverage on the map and inspect the completion status, actual file size and output folder in the task panel.
704actual tiles158.9 MBactual output
Output downloaded on 2026-10-06 · Screenshot of the current light development build
Esri World Imagery · Z14 · EPSG:3857 · 8192 × 5632 pixels. File size and completion status in the screenshot come from the actual task.
Run data tasks locally.
Keep control of the outputs.
The model service interprets requests and organizes tool calls. Tile downloads, stitching, clipping and file checks run locally; imagery tiles do not pass through the GeoD model server.
AI requests send task descriptions and necessary tool information to the model service. You still need appropriate data access and download rights; a connection does not grant a data license.
Try it, then bring your workflow.
0.2.3 · Windows beta
An independent desktop app with model channels, 2D and 3D maps, task management, online updates and a message center. Paid billing is not open yet.
0.2.4 · This candidate
Candidate improvements on this page have been checked locally. The public download will change after packaging, upgrade regression and clean Windows acceptance are complete.
Authorization, resolution and coverage
Licensing, quotas, imagery dates and resolution depend on the source. 3D Tiles boundary selection preserves whole models rather than cutting model geometry.
Windows x64 · Public beta 0.2.3Your next data task,
Your next data task,
starting with a conversation.
Try the current beta and share feedback from your workflow. Follow our WeChat account or join the community for updates and guides.
Version 0.2.4 has not been published. Local candidate changes are labeled on this page. The beta does not imply validation of every source, workload or external service.
If a QR code expires, add WeChat contact gpb230314 and mention GeoD Agent.