# Developers & AI Integrations Hub

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

- **Language:** en
- **Corpus-Version:** 1.0
- **Canonical-Host:** https://avascry.com

## 1. AI Agent & LLM Ingestion (Markdown Surface)
Retrieve clean, structured Markdown with YAML frontmatter optimized for LLM context windows, tool calling, and RAG pipelines.

### Endpoints
- Card Rules: `https://avascry.com/printing/<slug>-<set>.md`
- 4096-Dim Synergies: `https://avascry.com/similar/<slug>.md`
- Set Checklists: `https://avascry.com/set/<set-code>.md`
- Artist Portfolios: `https://avascry.com/artist/<artist-slug>.md`
- Comprehensive Rules: `https://avascry.com/rules.md`
- Format Legalities: `https://avascry.com/legalities.md`

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

### Endpoints
- Card Printing: `https://avascry.com/printing/<slug>-<set>.json`
- Card Synergies: `https://avascry.com/similar/<slug>.json`
- Set Details: `https://avascry.com/set/<set-code>.json`
- Artist Portfolio: `https://avascry.com/artist/<artist-slug>.json`
- Rules Corpus: `https://avascry.com/rules.json`
- Legalities Corpus: `https://avascry.com/legalities.json`

## 3. 4096-Dimensional Neural Vectors (Qwen 8B)
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.

- Endpoint: `https://avascry.com/vector/<card-slug>.json`

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

- Endpoint: `https://avascry.com/set/<set-code>/cockatrice.xml`

## 5. Discord Webhooks & Live RSS 2.0 Feeds
Plug live Magic: The Gathering set checklists and official rulings updates directly into Discord server channels and news aggregators via RSS 2.0.

- Sets Feed: `https://avascry.com/feed/sets.xml`
- Rulings Feed: `https://avascry.com/feed/rulings.xml`