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 234 days agoOct 12, 2025, 5:28 AM UTC

Scanner adapter
0 snapshots
147 MBLoRA package

mtg-card-model-100-3epochs

0 checkpoints archived

Saved 233 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 234 days ago0 checkpoints

Introducing the Automated Affiliate Marketing Dashboard & Local LLM Writing Assistant

Manage your affiliate queue, trigger reviews on-demand, and generate content for free using local Ollama (Gemma 3) models directly from your browser.

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.

Buy-the-delta upgrade planning

Compare a commander shell, precon, or pasted deck list against the collection stored on this device, then jump straight to the cheapest missing stack.

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.

Start with staples, then close the gap

The staples hub, buy-the-delta planner, and precon guides now work together: start from proven upgrades, compare them against the collection stored on this device, then move to buy-ready links without juggling a pile of tabs.

Budget upgrades

Start from proven Commander staples when you want cheap, reliable improvements plus a quick owned-vs-missing checklist for precons and casual lists.

Direct price context

Check the cards people actually buy for ramp, draw, and removal with budget-print prices and collection context without opening a pile of search tabs.

Buy-ready paths

Use the hub as a shortlist, then jump straight to current card prices and purchase paths when the 99 is ready.

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.

View all posts →

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

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