Free, open-source MCP server that gives AI coding agents (Claude Code, Codex, Cursor, OpenCode, ZCode…) design inspiration from award-winning websites — search with real screenshots, pull design DNA,
Free, open-source MCP server that gives AI agents design inspiration from Awwwards — the Mobbin-style visual reference loop, sourced from the web's best award-winning websites.
Your agent searches in natural language ("dark 3D portfolio sites", "soft pastel e-commerce"), sees real screenshots inline, and can pull the design DNA of any site: color palette, tech stack, design elements, award history. Free-text queries run on a porter-stemmed, prefix-matching FTS5 index with BM25 ranking — "magazines" now finds Magazine-tagged sites (68 on the live index), best matches first, where the old substring path returned zero. Multi-word queries keep AND semantics: every token must hit the same site.
Tool What it does -------------------- searchsites Search by color, tags, technology, award type or free-text query. Multi-word queries match against the local FTS5 index and rank BM25 (title hits lead); zero results come with loose-match and taxonomy-tag hints. Returns site cards with inline screenshots. getsitedetails Full design DNA for one site: palette, technologies, elements, awards, description. getsiteelements Component-level visuals for one site: each element's poster image inline (3D models, video content, mobile layouts, microcopy…) + video URLs. listcategories Every filter the agent can search by (200+ tags, 27 colors). capturelivesite Optional: fresh full-page screenshot of any live URL. Waits for load + a settle window with a bounded pre-scroll, so heavy sites work (waitStrategy: "networkidle" available). Pass viewport: "mobile" for the 390×844 iPhone-class render ("deskto
From the project README.
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