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Dr. Dominik Jain 14b53ecfec
✨ Bound MCP memory consumption by limiting parallel exports & response size (#9748) 
* ✨ Bound the size of plugin task responses

When using the integrated remote MCP server, bound response size.
All responses are passed to LLMs, which themselves impose bounds.
This is a measure to bound memory usage in the centrally provided
MCP server.

GitHub #9493

* ✨ Bound parallelism in ExportShapeTool

Use an integer semaphore to bound parallel requests to this
memory-intensive tool, thus bounding memory usage.

GitHub #9493

* ✨ Add (manual) integration test script for ExportShapeTool parallelism

Add dependency tsx to facilitate executions.

GitHub #9493

* ✨ Make number of parallel export requests configurable in ExportShapeTool

Use env var PENPOT_MCP_EXPORT_SHAPE_MAX_PARALLEL_REQUESTS to configure
the maximum number of requests in multi-user mode (default 0, no limit).
2026-05-19 19:37:29 +02:00
..
data
✨ Expose variants retrieval via isVariant() type guard on LibraryComponent
2026-05-06 11:28:15 +02:00
scripts
✨ Bound MCP memory consumption by limiting parallel exports & response size (#9748)
2026-05-19 19:37:29 +02:00
src
✨ Bound MCP memory consumption by limiting parallel exports & response size (#9748)
2026-05-19 19:37:29 +02:00
.gitignore
⏪ Backport MCP from staging (part 1)
2026-04-20 19:37:02 +02:00
package.json
✨ Bound MCP memory consumption by limiting parallel exports & response size (#9748)
2026-05-19 19:37:29 +02:00
README.md
🎉 Integrate mcp repository
2026-02-04 12:22:36 +01:00
tsconfig.json
🎉 Integrate mcp repository
2026-02-04 12:22:36 +01:00

README.md

Penpot MCP Server

A Model Context Protocol (MCP) server that provides Penpot integration capabilities for AI clients supporting the model context protocol (MCP).

Setup

  1. Install Dependencies

     pnpm install

  2. Build the Project

     pnpm run build

  3. Run the Server

     pnpm run start

Penpot Plugin API REPL

The MCP server includes a REPL interface for testing Penpot Plugin API calls. To use it, connect to the URL reported at startup.