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org.wikiprompt/mcp

MCP serverVerified domain · wikiprompt.orgRemote● LiveFree to try

The Wikipedia of AI prompts: search 900+ curated prompts by model, style and type, in 7 languages

Install

Remote server: your requests and data go to mcp.wikiprompt.org. Claude Code: claude mcp add --transport http mcp https://mcp.wikiprompt.org/mcp · Claude app: Settings → Connectors → Add custom connector.

What it can do

The tools this server listed when we connected to it, in its own words.

  • search_prompts — Search the Wikiprompt catalog of 900+ curated AI prompts. All filters combine. Returns compact rows with the canonical URL; call get_prompt
  • get_prompt — Fetch one prompt in full by slug (or UUID): complete prompt text, structured metadata (model, prompt type, style, quality assessment), autho
  • list_categories — List the 9 Wikiprompt categories with live prompt counts.
  • list_facets — List the searchable facet values with counts: AI models/tools, visual styles, and prompt types. Use these values in search_prompts filters.
  • get_featured — Get the editor-featured prompts (the best of the catalog).
  • get_trending — Get prompts trending right now (1000+ views in the last 7 days). May be empty when nothing crosses the threshold.
  • get_recent — Get the most recently added prompts, optionally filtered by category.
  • random_prompt — Get one random prompt from the catalog, optionally within a category.
  • get_stats — Get catalog statistics: total prompts, contributors, and the media/type breakdown.
  • get_prompt_translations — List the available translations of a prompt (locale + translated title).
  • prompts_by_author — List prompts contributed by a specific author handle (as shown on prompt pages).
  • submit_prompt — Submit a new prompt to Wikiprompt. Requires a wikiprompt API key (create one from your profile at wikiprompt.org). Pass it as the api_key ar

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

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