Highlights
- Adds compact, task-conditioned context packs and progressive schema disclosure to reduce prompt size and tool round trips.
- Supports MCP through
2026-07-28, including dual-era negotiation, resumable MCP Tasks, correct request cancellation and model-readable tool errors. - Adds intelligent QGIS plugin discovery and ranked recommendations based on missing capabilities, compatibility, maintenance, popularity and risk.
- Improves tool search, Processing discovery, result pipelines, resource pagination, fair scheduling and append-only diagnostics.
- Completes the contributor and community experience with guided Issues, Discussions, security reporting, governance and release documentation.
Validation
- 110 Python tests
- Python 3.10–3.13
- QGIS 3.44.12 LTR live integration
- QGIS 4 / Qt 6 compatibility
- QGIS publication security gate
Package checksum
SHA256 85E3EB8A83EBB8BDE5D7A316FD92E2BA658856507E0F454E61810578482C1C5B
See CHANGELOG.md for the version history.