MemeStack.ai
Search and browse a curated gallery of memes, infographics, and visual content via AI agents.
Quick Start
# Connect this server (installs CLI if needed)
npx -y smithery mcp add memestack/mcp
# Browse available tools
npx -y smithery tool list memestack/mcp
# Get full schema for a tool
npx -y smithery tool get memestack/mcp search_images
# Call a tool
npx -y smithery tool call memestack/mcp search_images '{}'Direct MCP Connection
Endpoint: https://mcp--memestack.run.tools
Tools (19)
search_images— Search the MemeStack image gallery. Runs semantic AI and keyword matching in parallel and merges results. Returns image…get_image— Get full metadata for a specific image by ID, including caption, alt text, tags, OCR text, zap stats, and URLs.find_similar— Find visually similar images using perceptual hash matching. Returns images that look alike.find_related— Find semantically related images using AI embedding similarity. Returns images with similar meaning/topic.browse_images— Browse and filter the image gallery without a search query. Useful for discovering content by tag, trending, or recent …get_user_profile— Get a user's public profile including display name, stats, and avatar info.get_leaderboard— Get top-ranked images by zaps received, or top zappers by amount zapped, over a time period.browse_by_tag— Browse images for a specific tag. Returns the tag profile (description, stats) and optionally a paginated list of image…browse_by_category— Get a category and its featured images. Categories group related tags (e.g. "charts", "memes", "lightning-network").list_categories— List all available image categories. Use this to discover what categories exist before calling browse_by_category.get_tag_profile— Get the profile for a tag (description, image count, total zaps, related tags) without fetching any images. Use browse_…get_mutation_group— Get all variants of a meme template tracked on MemeStack. Returns the dominant image plus every variant in the same mut…search_text_in_image— Search for images by the text written or printed in them (OCR). Different from regular search — only matches the text_i…find_meme_for_text— Find a meme that captures a vibe, idea, or concept. Returns ready-to-embed images with citation blocks. Use this when w…popular_tags— List the most-used tags on MemeStack by all-time usage count. (Time-period filtering is not yet supported — tag usage i…tag_autocomplete— Suggest tag slugs matching a prefix. Use this to verify a tag exists before filtering by it, or to discover related tag…cite_image— Generate canonical attribution blocks for one or more MemeStack images. Returns markdown, HTML, and plain-text citation…reverse_image_search— Find MemeStack images that look visually similar to a given image. Accepts an HTTPS image URL or a `data:image/...;base…submit_image— Submit an image to MemeStack. Currently in preview — see https://memestack.ai/mcp/agent-tier for access details.
# Get full input/output schema for a tool
npx -y smithery tool get memestack/mcp Resources
memestack://attribution-guide— How to cite MemeStack images: license model, recommended formats, per-source rules. Read this once at session start.memestack://taxonomy— Full category → tag tree with image counts. Cached 1 hour.memestack://recent— Last 50 approved images with citation blocks, newest first. Cached 60s.
Prompts (6)
search_memes(topic) — Search MemeStack for memes, infographics, or visual content on any topic.trending_images— See what images are trending on MemeStack right now.top_zapped(period) — Find the most zapped (tipped with Lightning sats) images over a time period.cite_this_meme(image_id) — Generate canonical attribution markdown for a MemeStack image.find_a_meme_for_vibe(vibe, count) — Find memes that capture a vibe/idea, ready to embed with attribution.research_meme_evolution(meme_or_template) — Research how a meme has evolved on MemeStack via mutation groups.