Now featuring Gemma 3 RAG responses

Search the multiverse by meaning, not keywords.

takescake blends semantic embeddings, nightly TCGplayer pricing, and camera-grade scanning so you can brew Commander decks, price trade binders, and discover synergistic tech in seconds.

Text embeddings
ollama:embeddinggemma
35,863cards indexed

36 shards

Drives semantic search + deck flows

Vision embeddings
embeddinggemma
4,480art vectors

Processing 12 cards

Vision model gemma3:4b

Updated 40 days agoOct 12, 2025, 5:28 AM UTC

Scanner adapter
0 snapshots
147 MBLoRA package

mtg-card-model-100-3epochs

0 checkpoints archived

Saved 39 days agoOct 13, 2025, 3:36 PM UTC

Pipeline health
embeddinggemma
Jobs runningstatus

Scanner ready for captures

Vision build in progress

35,863 text cards in index

Vision sync 40 days ago0 checkpoints

Introducing Our AI Card Discovery Assistant - Find MTG Cards Through Conversation

Meet your new MTG companion: a conversational AI assistant that helps you discover cards, understand synergies, and explore the database naturally. Available as a floating chat widget on every page.

Read the latest breakdown →

Elite tooling for table-to-topdeck workflows

Every workflow is tuned for Commander events, LGS trades, and remote brewing. No ads, no fluff—just intelligent MTG utilities.

Scan at tables, build at home

Card Scanner surfaces prices and similar picks from a single photo. Save carts, export lists, and sync scans into deck ideas instantly.

Semantic AI-powered search

Our Gemma embeddings understand strategy, play style, and synergies. Ask for “pillow fort answers” or “spell-slinger finishers” and get cards that fit.

Commander Deck Studio

AI-assisted deck building keeps ramp, draw, interaction, and win lines balanced. Export to Moxfield or Archidekt when you are ready to jam.

Nightly TCGplayer pricing

tcgcsv imports refresh the market, low, and direct prices every evening so trade binder math and article callouts stay sharp.

Built for speed, crawlability, and trust

Performance defaults, structured data, and affiliate hygiene keep the experience fast while satisfying crawlers and compliance.

Fast-first rendering

Hourly revalidation keeps homepage and post content static for speed while updating prices and posts without sacrificing cacheability.

SEO + NLWeb aligned

Clean metadata, FAQ and ItemList schema, ai.txt, and OpenAPI keep crawlers, agents, and Discover happy without keyword stuffing.

Affiliate-safe by default

Every TCGplayer link is wrapped server-side with sponsored rel attributes so jump-offs stay compliant and traceable.

One-click TCGplayer jump-offs

Trending searches that keep affiliate tracking intact while you upgrade decks and restock the binder.

Links to TCGplayer are affiliate links that may earn us a commission.

Latest posts & brewing intel

Deep dives, scanner guides, and price tech straight from the team.

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AI Vision Card Scanner Multimodal MTG Card Recognition" date: "2025 10 06" excerpt: "Revolutionary card scanning using Ollama's multimodal API (Gemma 3 4B or

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SEO + Navigation Rail Upgrade for 2026

We shipped a sticky navigation rail, expanded footer trust signals, smarter canonicals for the posts index, and an About page so both players and bots know who we are and what we ship.

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Commander SEO + Performance Refresh for 2025

We tightened site-wide SEO signals, refreshed the Commander-first homepage story, and cached post reads so the whole experience feels quicker without losing indexability.

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Card data and images courtesy of Scryfall. © Wizards of the Coast.

Links to TCGplayer are affiliate links that may earn us a commission.