All work6 of 8

2025, Shipped

dribbblemcp

Design inspiration your coding agent can actually see

Summary

An MCP server that searches Dribbble for UI inspiration and returns the shot images themselves, so an agent can look at them rather than read titles.

The problem

Asking an agent for design direction gets you prose about design. It needs to see references. Dribbble's official API only exposes your own shots, so public search is not reachable through it at all.

How it works

  1. 1

    Drives your local Chrome through chromedp, so there are no paid search API keys and no scraping service in the middle.

  2. 2

    Returns images rather than links, because a URL an agent cannot open is not context.

Details

  • Written in Go, distributed as a single binary
  • Uses local Chrome/Chromium via chromedp
  • MIT licensed with CI and release automation

Stack

  • Go
  • MCP
  • chromedp