MapCooking :P
GIS no longer opens. It's chatted.
MapCooking is the first conversational GIS. You bring the ingredients — flights, imagery, KMLs — and Kaaxito cooks them up: plant counting, replanting, NDVI, georeferenced GeoPDFs, tractor prescriptions. You walk out with the plate ready. Yes, MCP — but ours is MapCooking :P.
npx -y kaax-mcp init
Connect it to your AI agent
and any MCP-compatible AI agent
Paradigm shift
The GIS doesn't open. You converse with it.
Here you ask for decisions, not buttons. The agent coordinates the analysis and delivers the actionable result.
Without an agent
- Every analysis is a manual project
- More time in setup than in decisions
- Configuration scattered across files
- Hard to repeat across operators
- Output as files, not decisions
Kaax MCP
- One conversation, end to end
- Setup stays inside the agent
- More time deciding, less configuring
- Actionable results, not loose files
- Replicable, standardizable processes
The agent's capabilities
Six domains. One conversation.
Capture, processing, AI models, validation, reports, and operations. You ask in natural language and the right domain wakes up inside the agent.
Data capture
Flight planning, Sentinel-2 download, orthomosaic and field dataset ingestion.
Map stitching
Orthomosaics with WebODM in a single command. No lost GCPs or broken projections.
Custom AI models
Train YOLO on your data, validate performance, and upload to Kaax for production.
Cross-validation
Compare AI detections vs sampling, per-plant vigor vs real yield, plot vs plot.
Operational reports
Georeferenced GeoPDFs, Excel ready for admin, tractor-ready prescriptions.
Standardization
Turn every analysis into a replicable workflow. Same quality, every farm, every season.
The full pipeline
From pixels to decisions, by chatting
Capture, processing, AI models, reports, and operations inside Kaax. All five stages cross from a single conversation.
Captura
Dron · satélite · dataset
Procesamiento
Ortomosaico + índices
Modelos IA
Tuyos o de Kaax
Reportes
GeoPDF · Excel · Rx
Operativo
Replicable · escalable
Unique in the market
The only MCP with agricultural infrastructure
Other MCPs give you loose tools. Kaax MCP gives you the full stack: algorithms, models, storage, validation, and a dashboard where your analyses live and replicate.
100+
specialized tools
Each one is a complete agricultural operation. No Python, no QGIS.
0
GIS lines to write
You speak naturally to your agent. It picks the right tool.
∞
farms, models, reports
Every workflow you validate stays replicable in Kaax with one command.
1×
command to start
npx -y kaax-mcp init and you're chatting with your farm.
What it can do
100+ tools in a single MCP
Each tool is a complete agricultural operation: the agent invokes it, Kaax runs it, and the result comes back ready to act on. No Python, no QGIS.
Complete agricultural analysis
Plant counting, per-plant vigor, replanting rows, multi-temporal NDVI, anomaly zones, variable-rate prescriptions. All from chat.
AI agent ready
Works with Claude Desktop, Cursor, ChatGPT Desktop, and any MCP client. Full onboarding without opening the web.
Local or satellite imagery
Process drone orthomosaics via WebODM or download Sentinel-2 from Copernicus directly from the agent.
Open from day 1
Any active Kaax account — even Free — connects its MCP and starts cooking. Per-plan limits (models, templates, configurations) apply only when you actually need them.
Stdio + JSON-RPC
Native MCP server, no remote service. Your imagery never leaves your machine unless you say so.
Versioned & updatable
Distributed via npm. Update to the latest version with a single command. Semantic releases and careful compatibility.
Talk naturally to your agent
You say what you want. Kaax knows which tool to run.
- “How many banana plants do I have in this flight?”
kaax_count_per_row + kaax_per_plant_vigor - “Show me where I need to replant sugarcane.”
kaax_build_row_grid + kaax_snap_lines_to_anchors - “Generate a georeferenced PDF with the anomaly zones.”
kaax_anomaly_zones_kmeans + kaax_generate_geopdf - “Compare March vs May NDVI on this farm.”
kaax_multi_temporal_compare + kaax_compute_index - “Process these drone photos into an orthomosaic.”
kaax_webodm_process_images + kaax_webodm_download_ortho - “Export the prescription for my John Deere tractor.”
kaax_compute_variable_rate + kaax_export_tractor_prescription - “Compare this field with the ones I tagged 'coffee harvest' last year.”
kaax_list_fields + kaax_list_analyses + kaax_multi_temporal_compare
Quickstart
Three steps and you're in
- 01
Install the MCP in your client
Run this command in the terminal. It detects Claude Desktop, Cursor, ChatGPT Desktop and configures them automatically. Opens the browser to sign in with your Kaax account — or create one if you don't have it yet.
npx -y kaax-mcp init - 02
Ask your agent an agronomic task
Talk to it naturally. You don't have to remember tool names: the agent picks and chains MCP tools to solve what you asked for.
"Process this ortho and give me the replanting report." - 03
Get actionable results
GeoPDF, Shapefile, KML, Excel, and tractor prescriptions — they land on disk ready to take to the field. If you want them living in your Kaax dashboard so you can access them anytime, the agent uploads them for you.
kaax_upload_field_to_kaax
Connect your copilot. No card.
Any active Kaax account connects its MCP. Your judgment, multiplied.