Penpot
Design digital products in an open-source workspace.
Point at a running interface and send precise changes to your coding agent

Ilse helps you refine a React application while it is running in your browser. Start its command in the project folder, select an element, and describe a change or adjust it through the visual panel. The tool gathers the relevant file, component, design tokens, and your note so a supported coding agent can work on the right part of the interface. Simple panel changes can apply directly.
It runs locally as a command-line tool and MCP server, using the coding agent you already have. No browser extension or separate account is required for the free design workflow. Ilse works with common React development setups and focuses on improving an existing application’s interface.
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