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MemeStack
Visual search engine for memes, infographics, charts, and screenshots. Find images by meaning, the text inside them, or visual similarity. AI-captioned, OCR-indexed, Lightning-ranked.
For agents: MemeStack, a visual search engine for memes, infographics and charts with AI captions and OCR; provides an OpenAPI spec and full API docs for developers.
meme searchimage searchocrvisual similarityopenapi
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-24T09:19:56.805Z. Cached copy · Source on memestack.ai
# MemeStack
> Visual search engine for memes, infographics, charts, and screenshots. Find images by meaning, the text inside them, or visual similarity. AI-captioned, OCR-indexed, Lightning-ranked.
## What This Is
MemeStack is a visual search engine for memes, infographics, charts, and screenshots — find "that one image that explains X" by describing its meaning, the words inside it, or what it looks like. Every image is AI-captioned, OCR-indexed, and ranked by Lightning zaps.
No MemeStack token, no NFTs, nothing you have to buy: MemeStack is a search engine, not a crypto project. Bitcoin's Lightning Network powers the optional parts — signing in with a Lightning wallet and tipping images with sats — and an email sign-up never touches a wallet. AI agents calling the paid API can settle a call in sats or USDC; nothing else on MemeStack accepts USDC. People pay only for optional extras, such as AI image generation or the Supporter plan: Lightning works for all of them, and a card works for the Supporter plan and API packs.
## When To Use
Use MemeStack when the user asks to find a meme, chart, infographic, screenshot, diagram, visual analogy, or an image containing text they partly remember. It is also the right tool when an answer would land better with a supporting visual that carries a ready-to-paste citation.
Do NOT use MemeStack for: stock photography, personal photos, generating an image from scratch when an existing one would not do, or whole-web reverse image search (results are limited to this catalog).
## API
Base URL: https://api.memestack.ai
- [OpenAPI spec](https://api.memestack.ai/openapi.json)
- [Full API docs](https://memestack.ai/llms-full.txt)
- [Developer docs](https://memestack.ai/developers)
The Open API (/v1) needs no key: the read endpoints the website itself uses, rate-limited. The Search API (/v2) takes a free key — see "Developer API (keys)" below.
## Developer API (keys)
Tenor v2-compatible search for still images: https://api.memestack.ai/v2/search?q=…&key=YOUR_KEY
Free: 100 calls a day with attribution. Plans: Builder $19.00 (10,000 calls), Growth $49.00 (50,000), Scale $199.00 (300,000), each for 30 days; a top-up adds 10,000 calls for $10.00. Pay by card or Lightning.
- [Keys and docs](https://memestack.ai/developers)
## Quick Start
Search for images about a topic:
GET https://api.memestack.ai/v1/images/search?q=bitcoin+halving
Get image metadata (caption, tags, OCR text):
GET https://api.memestack.ai/v1/images/{id}/meta
Get the image file:
GET https://api.memestack.ai/v1/images/{id}/canonical
## Search
Search is unified — every query runs semantic similarity (vector embeddings) combined with keyword matching. No mode toggle needed. Best for any query, conceptual ("inflation explained") or literal ("21 million").
## Endpoints
### Search & Browse (no auth)
- GET /v1/images/search?q={query} — unified search (semantic + keyword, any language). When results carry `match` (`strong` o
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| visme.co | Visme | transactional Design | — | 59 | ✓ | ||
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| memestube.com | MemesTube | documentation Media | — | 52 | ✓ | ||
| oakresearch.io | Oak Research | interface Finance and payments AI agents and MCP | — | 48 | ✓ | ||
| 9gag.com | 9GAG | informational Media Community | — | 65 | ✓ | ||
| coinpaprika.com | CoinPaprika | interface Data and analytics Crypto and Web3 +1 | PL | 60 | ✓ | ||
| marketcompass.ai | Market Compass | documentation Crypto and Web3 | — | 46 | ✓ | ✓ | |
| santiment.net | Santiment | interface Data and analytics Crypto and Web3 | — | 59 | ✓ |
Machine-readable: GET /v1/resolve?q=memestack.ai · GET /v1/domain/memestack.ai · this page as Accept: application/json or text/markdown · MCP lookup_domain
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