Provides queryable knowledge of 300+ visual aesthetics from the Aesthetics Wiki on Fandom, with tools for search, retrieval, listing, and suggestion of aesthetics for design projects.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type @ followed by the MCP server name and your instructions, e.g., "@aesthetics-mcp Suggest aesthetics for a dark fantasy video game"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
A Model Context Protocol server that gives Claude knowledge of 1135+ named visual aesthetics from the Aesthetics Wiki. Use it to generate CSS tokens, Tailwind configs, design briefs, and UI components grounded in real aesthetic traditions.
Node.js 18+
Claude Code (CLI, desktop app, or IDE extension)
Related MCP server: figma-mcp-server
git clone https://github.com/InfiniteInsight/aesthetics-mcp.git
cd aesthetics-mcp
npm install
npm run setupThen restart Claude Code. The MCP server and aesthetics skill are now active.
The database ships pre-scraped and pre-embedded — no scraping or model download needed on first run. The embedding model (~23MB) downloads on the first suggest_aesthetics call.
The skill activates automatically on design-related requests. You can also trigger it directly:
Intent | Example |
Named aesthetic | "make it Vaporwave" |
Vibe description | "dark moody academic candlelight" |
Project description | "a meditation app, calm but not clinical" |
Random inspiration | "pick a random aesthetic for me" |
Color-first | "find aesthetics that use black and gold" |
Explore | "what aesthetics are related to Dark Academia?" |
Tool | Description |
| Full details + wiki text for a named aesthetic |
| FTS keyword search across all 1135+ aesthetics |
| Semantic similarity search from a project description |
| Browse all aesthetics, optionally filtered by category |
| Random pick, optionally filtered by category |
| Find aesthetics by color name (e.g. "burgundy", "earth tones") |
| All 66 distinct aesthetic categories |
| Resolve an aesthetic's related/adjacent neighbors |
| How recently the database was last scraped |
The bundled database was scraped in June 2026. To refresh it:
npm run scrape # re-scrapes all 1135 aesthetics (~30 min)
node src/db/migrate-embeddings.js # re-computes semantic embeddings (~5 min)npm test # run all 63 tests
npm run setup # re-run after pulling changes to update skill + MCP pathThis server cannot be deployed
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