⚡ High-Performance Open Surface • Served from RAM • Zero API Keys

Developers & AI Integrations Hub

High-performance APIs, AI Markdown endpoints, 4096-dimensional vector embeddings, Cockatrice desktop databases, and live Discord RSS feeds.

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🔮 AI & LLMs (Markdown)

Content-Type: text/markdown

Retrieve clean, structured Markdown with YAML frontmatter optimized for LLM context windows, tool calling, and RAG pipelines.

Direct Markdown URLs & Ingestion Endpoints:
# Card Printings with YAML Frontmatter
https://avascry.com/printing/combat-research-dmu.md

# 4096-Dim Neural Synergy Clusters (Top 30 ranked)
https://avascry.com/similar/combat-research.md

# Expansion Set Checklists & Natural Sort
https://avascry.com/set/dmu.md

# Artist Portfolios
https://avascry.com/artist/dan-frazier.md

# Master Rules & Banlists
https://avascry.com/rules.md
https://avascry.com/legalities.md
Or request with HTTP Header: Accept: text/markdown

🟡 REST JSON API

Content-Type: application/json

Lightning-fast, unauthenticated JSON endpoints optimized for Discord bots, web applications, and tournament software with low-latency in-memory response times.

JavaScript / TypeScript / Python Integration:
// JavaScript Fetch Example
const res = await fetch("https://avascry.com/printing/combat-research-dmu.json");
const card = await res.json();
console.log(card.name, card.mana_cost, card.cmc, card.image_uris.normal);

// Python Requests Example
import requests
data = requests.get("https://avascry.com/similar/combat-research.json").json()
print("Top Synergy Card:", data["similar_cards"][0]["name"])

🧠 4096-d Vectors

4096-dim Float Array

Direct access to raw 4096-dimensional float vector embeddings generated by our fine-tuned Qwen 8B model for custom vector databases, cosine search, and neural RAG. 

# Fetch raw 4096-dim float array for any Oracle card
curl -s https://avascry.com/vector/combat-research.json

# Response Schema:
{
  "oracle_id": "c6ff5bc4-e1d1-432d-8805-4c0ef8540c77",
  "card_name": "Combat Research",
  "slug": "combat-research",
  "embedding_model": "Qwen-8B-Custom-4096d",
  "dimensions": 4096,
  "embedding": [0.0142, -0.0481, 0.0812, 0.0093, ...]
}

⚔️ Cockatrice XML

Cockatrice v4 XML

Import complete card expansion sets directly into Cockatrice desktop app with automatically downloading high-resolution card artwork from AvaScry.

How to Import into Cockatrice:
  1. Open Cockatrice on your PC/Mac.
  2. Go to Card Database → Add Custom Sets/Spoilers...
  3. Paste the set XML URL: https://avascry.com/set/dmu/cockatrice.xml
  4. Click OK. Cockatrice will automatically index all cards and stream high-res art from AvaScry!

📡 Discord & RSS

RSS 2.0 Syndication

Plug live Magic: The Gathering set checklists and official rulings updates directly into Discord server channels and news aggregators via RSS 2.0. 

# Latest MTG Sets & Expansions Feed (Plug into Discord)
https://avascry.com/feed/sets.xml

# Official MTG Card Rulings & Errata Feed
https://avascry.com/feed/rulings.xml