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Wikiprompt everywhere: MCP server and Claude Skill

Connect Claude, Cursor or any MCP client to 900+ curated prompts with our new MCP server at mcp.wikiprompt.org, or teach claude.ai the catalog with the downloadable Skill.

Wikiprompt is now available wherever your AI assistant lives. Today we are shipping two new ways to bring the catalog of 900+ curated prompts directly into Claude, Cursor, VS Code and any other MCP-capable client.

The MCP server

The Model Context Protocol is the open standard that lets AI assistants talk to external tools. Our server lives at:

https://mcp.wikiprompt.org/mcp

It speaks Streamable HTTP and needs no authentication for reading. Once connected, your assistant gets 12 tools:

**search_prompts**: full-text and faceted search across the whole catalog. Filter by category, AI model (GPT Image 2, Seedance 2.0, ChatGPT, Claude...), visual style, prompt type, media type and quality rating.

**get_prompt**: the complete prompt text plus structured metadata, author attribution, example media and translations in 7 languages.

**list_categories, list_facets, get_featured, get_trending, get_recent, random_prompt, get_stats, get_prompt_translations, prompts_by_author**: everything you need to explore the catalog programmatically.

**submit_prompt**: publish a prompt to Wikiprompt from your assistant, authenticated with your API key.

There are also MCP resources (llms.txt, categories) and a use_prompt primitive that loads any catalog prompt straight into your conversation.

Quick setup

Claude Code:

claude mcp add --transport http wikiprompt https://mcp.wikiprompt.org/mcp

claude.ai: Settings > Connectors > Add custom connector > paste the endpoint URL.

Cursor: Settings > MCP > Add new server with the same URL.

The server is published in the official MCP registry as org.wikiprompt/mcp, so it will also appear in registry-powered directories.

The Claude Skill

Not every environment speaks MCP. For claude.ai users there is now a lightweight Agent Skill: one SKILL.md file that teaches Claude how to search the catalog through our public JSON API, fetch full prompts, cite the original authors, and publish with your API key.

Download it at skill.wikiprompt.org and upload it in Settings > Capabilities > Skills. Claude Code users can drop it into ~/.claude/skills/.

Why this matters

Prompts are most useful at the moment you need them, inside the tool where you work. With the MCP server and the Skill, "find me a great prompt for cinematic portraits" becomes something your assistant can answer with curated, attributed, tested prompts instead of guesses.

As always, every prompt links back to its original creator. Happy prompting.