Official description7 sourcesMCP servers8d ago

leonardoca1/aesthetics-wiki-mcp

MCP server for the Aesthetics Wiki (aesthetics.fandom.com) — search, read, and discover aesthetics from your LLM.

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Config template (adjust for your client)

claude mcp add aesthetics-wiki-mcp -- npx -y aesthetics-wiki-mcp

A pasteable skeleton generated from the repository name. Check the project README for the exact package and arguments.

Star count: 10 ★ · leonardoca1/aesthetics-wiki-mcp · read from the repository page · (checked 2026-10-16 20:00:20)
Source: collected from the punkpeye/awesome-mcp-servers list · type: MCP server
Harvest history: first seen 2026-10-09 · last seen 2026-10-16 · seen 32× · listed by 7 sources
Score: score 703 · 10 ★ · 7 sources · mcp

FAQ (answers come from our records)

How do I install it?

We did not find an install command for this repository (our install coverage is only about 4%). Check its README or releases page.

Who is it for?

We filed it under these tags: MCP 服务. The tags come from the entry itself, not a taxonomy we imposed.

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repository leonardoca1/aesthetics-wiki-mcp；first catalogued 2026-10-09；last seen 2026-10-16。There is no official certification or quality rating here — we record sources and dates only.

Third-party quality signals

Aesthetics Wiki MCP

以下摘录自该仓库的 README（片段） · 在 GitHub 读完整 README →

An MCP server that lets LLMs search, read, and discover aesthetics from the Aesthetics Wiki (cottagecore, dark academia, y2k, goblincore, and thousands more).
Backed by the MediaWiki API. No API key required. Zero setup: run it straight with uvx.
Why
The Aesthetics Wiki is one of the richest open catalogues of visual subcultures on the internet, but its content is locked behind a web UI. This server turns it into a structured tool so an LLM can actually *use* it:
- **Mood-boards and visual research** — pull a gallery of real reference images for any aesthetic in one tool call.
- **Brand and creative direction** — explore adjacent styles, find the right tag for a feeling, compare neighbors.
- **Writing and worldbuilding** — get grounded vocabulary (fashion, music, motifs) instead of generic LLM vibes.
- **Serendipity** — random_aesthetic is a cure for blank-page syndrome.
Tools
| Tool | Description |
| --- | --- |
| search_aesthetic(query, limit=10) | Full-text search across the wiki. |
| get_aesthetic(name, max_chars=6000) | Fetch a page's cleaned content + main image URL. |
| get_aesthetic_images(name, limit=12) | Gallery of image URLs from a page — perfect for moodboards. |
| list_related(name, limit=20) | List aesthetics linked from a page (neighbors/related). |
| random_aesthetic(count=1) | Pick random aesthetics for inspiration. |
All tools are read-only.
Example output
Quick start
Requires Python 3.10+ and uv. Nothing to install manually — uvx fetches and runs it on demand.
Claude Code / Claude Desktop
Add this to your MCP config (~/.claude/settings.json, project .mcp.json, or ~/Library/Application Support/Claude/claude_desktop_config.json on macOS):
Restart your client and the 5 tools show up automatically.
Other MCP clients
Any client that speaks stdio works. Just run uvx aesthetics-wiki-mcp as the transport command.
Manual install
Example prompts
- "Find aesthetics related to dark academia and show me a visual moodboard."
- "Give me 5 random aesthetics and a one-sentence vibe for each."
- "What are the core elements of cottagecore? Any adjacent aesthetics I should know?"