search_imagesSearch the MemeStack image gallery. Runs semantic AI and keyword matching in parallel and merges results. Returns images with captions, tags, zap stat
get_imageGet full metadata for a specific image by ID, including caption, alt text, tags, OCR text, zap stats, and URLs.
find_similarFind visually similar images using perceptual hash matching. Returns images that look alike.
find_relatedFind semantically related images using AI embedding similarity. Returns images with similar meaning/topic.
browse_imagesBrowse and filter the image gallery without a search query. Useful for discovering content by tag, trending, or recent uploads.
get_user_profileGet a user's public profile including display name, stats, and avatar info.
get_leaderboardGet top-ranked images by zaps received, or top zappers by amount zapped, over a time period.
browse_by_tagBrowse images for a specific tag. Returns the tag profile (description, stats) and optionally a paginated list of images tagged with it.
browse_by_categoryGet a category and its featured images. Categories group related tags (e.g. "charts", "memes", "lightning-network").
list_categoriesList all available image categories. Use this to discover what categories exist before calling browse_by_category.
get_tag_profileGet the profile for a tag (description, image count, total zaps, related tags) without fetching any images. Use browse_by_tag to also retrieve images.
get_mutation_groupGet all variants of a meme template tracked on MemeStack. Returns the dominant image plus every variant in the same mutation group, with citation bloc
search_text_in_imageSearch for images by the text written or printed in them (OCR). Different from regular search — only matches the text_in_image field, not captions or
find_meme_for_textFind a meme that captures a vibe, idea, or concept. Returns ready-to-embed images with citation blocks. Use this when writing posts, articles, or soci
popular_tagsList the most-used tags on MemeStack by all-time usage count. (Time-period filtering is not yet supported — tag usage is currently counted across the
tag_autocompleteSuggest tag slugs matching a prefix. Use this to verify a tag exists before filtering by it, or to discover related tags. Prefix must be ≥ 2 character
cite_imageGenerate canonical attribution blocks for one or more MemeStack images. Returns markdown, HTML, and plain-text citation strings ready to paste into yo
reverse_image_searchFind MemeStack images that look visually similar to a given image. Accepts an HTTPS image URL or a `data:image/...;base64,...` URL for bytes pasted in
+1 more tool
No proxied traffic observed for this host yet. Connect it at /connect and its grade gains a measured Reliability score + per-tool behavioral evidence — the half a static scan can't produce.
We re-grade mcp.memestack.ai on a schedule and alert your Slack/webhook the moment its tools change or its grade drops — rug-pull insurance for the connection.
Add the wmcp.sh trust oracle as an MCP server and call grade_mcp_server / check_mcp_drift in your agent's pre-connection gate:
https://wmcp.sh/mcp/trust
readOnly vs observed behavior) layer on via the wmcp.sh proxy.