Resolves#9420 (critical memory usage issue in PROD deployment)
When the plugin's ExecuteCodeTaskHandler returns a Uint8Array (e.g. from penpotUtils.exportImage),
JSON.stringify previously serialized it as an object with numeric string keys,
causing ~10x payload expansion and large peak heap usage on the server side.
The plugin now wraps a top-level Uint8Array result in a tagged envelope
{ __type: "base64", data: <base64> }, and ImageContent.byteData decodes this envelope
on the server. The legacy numeric-keyed-object path is retained as a fallback for
compatibility with older plugin builds.
* 📚 Update description of mcp-remote usage
* Use Streamable HTTP endpoint instead of SSE
* Remove redundant global installation
* 📚 Add recommendations on model selection
* 📚 Use new tags in npx launch commands
This is a temporary workaround for penpot/penpot-mcp#27.
It adds a wait time before exports via the export_shape tool to account
for asynchronous updates in Penpot, increasing the likelihood of exporting
the fully updated state.
The root lock file not being present causes issues, because
the sub-project dependencies are managed by it.
The lack of inclusion of pnpm-lock.yaml was the root cause of #8829.
A dependency was updated incompatibly, breaking the release.
Since npm pack has a hard exclusion rule for pnpm-lock.yaml,
we include it under a different name and restore it at runtime.
If the MCP version (as given in mcp/package.json) does not match
the Penpot version (as given by penpot.version), display a warning
message in the plugin UI.
This is important for users running the local MCP server, as it
is a common failure mode to combine the MCP server with an
incompatible Penpot version.
Add support for 'page' as a special shapeId value in the MCP export_shape
tool. It resolves to penpot.root, exporting the entire current page as a
PNG or SVG snapshot.
Previously only 'selection' and explicit shape IDs were supported. The new
'page' shortcut is useful for AI agents needing a bird's-eye view of the
design without having to know a specific shape ID.
Closes https://github.com/penpot/penpot/issues/8689
Signed-off-by: Abhishek Mittal <abhishekmittaloffice@gmail.com>
Update instructions and API documentation to account for
* updated token property names; resolves#8512
* improved variant container creation; resolves#8564
* ✨ Reduce instructions transferred at MCP connection to a minimum
Force on-demand loading of the 'Penpot High-Level Overview',
which was previously transferred in the MCP server's instructions.
This greatly reduces the number of tokens for users who will
not actually interact with Penpot, allowing the MCP server to
remain enabled for such users without wasting too many tokens.
Resolves#8647
* 📎 Update Serena project
