Frontend Design Loop MCP enables coding agents to improve web page designs through screenshot-grounded iteration and proof artifacts, making pages materially better.
Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find.
Install from
M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.
process.env. You'll be asked to provide them before it can run.PYTHONPATH— module fallback: =src .venv/bin/python -m design_toolkit.serverDESIGN_TOOLKIT_OUT_DIRDESIGN_TOOLKIT_PORT_STARTDESIGN_TOOLKIT_PORT_STRIDEGOOGLE_CLOUD_PROJECTGOOGLE_CLOUD_REGIONOPENROUTER_API_KEYFRONTEND_DESIGN_LOOP_CONFIG_PATHFRONTEND_DESIGN_LOOP_MCP_PORT_STRIDEFRONTEND_DESIGN_LOOP_MCP_PORT_ATTEMPTSFRONTEND_DESIGN_LOOP_MCP_OUT_DIRFRONTEND_DESIGN_LOOP_MCP_PORT_STARTFRONTEND_DESIGN_LOOP_MCP_KEEP_WORKTREESGOOGLE_API_KEYGEMINI_API_KEYXDG_STATE_HOMEXDG_DATA_HOME[](https://m8ven.ai/mcp/alexalexalex222-frontend-design-loop-mcp-7vtrcp)