Which integrations are available for this server?

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.

How do I use aesthetics-mcp?

1. Click on "Install Server". 2. Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state. 3. 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.

aesthetics-mcp

by InfiniteInsight

Overview Schema Related Servers Score Discussions

JavaScript

Local

aesthetics-mcp

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.

Prerequisites

Node.js 18+
Claude Code (CLI, desktop app, or IDE extension)

Related MCP server: figma-mcp-server

Install

git clone https://github.com/InfiniteInsight/aesthetics-mcp.git
cd aesthetics-mcp
npm install
npm run setup

Then 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.

Usage

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?"

MCP Tools

Tool	Description
`get_aesthetic`	Full details + wiki text for a named aesthetic
`search_aesthetics`	FTS keyword search across all 1135+ aesthetics
`suggest_aesthetics`	Semantic similarity search from a project description
`list_aesthetics`	Browse all aesthetics, optionally filtered by category
`random_aesthetic`	Random pick, optionally filtered by category
`search_by_color`	Find aesthetics by color name (e.g. "burgundy", "earth tones")
`list_categories`	All 66 distinct aesthetic categories
`find_related`	Resolve an aesthetic's related/adjacent neighbors
`check_db_staleness`	How recently the database was last scraped

Re-scraping

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)

Development

npm test          # run all 63 tests
npm run setup     # re-run after pulling changes to update skill + MCP path

This server cannot be installed

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quality - not tested

maintenance

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Maintenance

–Maintainers

–Response time

–Release cycle

–Releases (12mo)

Commit activity

Resources

GitHub Repository

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