QGIS MCP servers and AI agent skills

How AI connects to QGIS

An MCP server or skill can only do what QGIS lets programs do. QGIS exposes 3 automation interfaces:

• PyQGIS (Python API) (Python): QGIS exposes its C++ core to Python as PyQGIS, the same API its own plugins use. Both MCP servers here install a small QGIS plugin that runs PyQGIS calls inside the desktop event loop and listens on localhost (port 9876 by default for the Karasiak server). Because PyQGIS ships with QGIS itself, there is nothing extra to license, and the Python Console inside QGIS is the quickest place to test a call before asking an agent to repeat it. Documentation
• qgis_process (Processing from the command line) (Command line): qgis_process runs any Processing algorithm, including GDAL, GRASS and native tools, without opening the QGIS window, and can return JSON. It suits batch jobs and servers where no desktop session exists. The CLI-Anything harness uses it for layout export and generic algorithms, while desktop MCP servers call the same algorithms through Processing inside the open project. Documentation
• PyQGIS API reference (Python): The class-by-class reference for QgsProject, QgsVectorLayer, QgsProcessingAlgorithm and the rest. QGIS 4 moves to Qt 6, so plugin code written for QGIS 3 may need changes; the Gispo skills below cover that migration. Documentation

What Open source offers

QGIS is a volunteer-run open-source project rather than a company product, and as of this check it has not released its own MCP server or AI assistant. AI connectors for QGIS reach users as third-party plugins in the official QGIS plugin repository, such as Nicolas Karasiak's QGIS MCP, which the project hosts but does not author.

Checked 4 Nov 2026. Sources: QGIS MCP plugin page, plugins.qgis.org, QGIS project site

What you can do with QGIS and AI

• Load shapefiles, GeoPackages and GeoTIFFs into a new or existing QGIS project, set the project CRS and save the .qgz.
• Run Processing algorithms such as buffers, centroids, zonal statistics or spatial joins on your layers, singly, in batches, or as long background jobs.
• Style a layer as categorized or graduated, add labels, and export a print layout or an atlas of map sheets to PDF.
• Edit attributes and geometry inside an edit session, with commit, rollback and project checkpoints to undo an agent's changes.
• Script QGIS headless from the terminal to create layers from WKT and export layouts without opening the desktop.
• Port a QGIS 3 plugin to QGIS 4 and Qt 6 with a skill that checks API facts against the real sources.

Taken from the listings' own documentation. Check each listing for exactly what it supports.

Installing

The listings here document setup for Claude Code, Claude Desktop, Codex CLI, Cursor, Gemini CLI, GitHub Copilot CLI, LM Studio, VS Code, Windsurf, Zed and opencode. Install steps, copied from each project's own documentation, are on each listing's page. Most QGIS integrations run on your own computer next to QGIS, so you need QGIS installed and licensed on the same machine unless the listing says otherwise.