# Interfaces and Access ### APIs Yala plans to release MCP-compatible APIs for: * Programmatic fair-value queries * System integration * Automated workflows ### Bot Interfaces Lightweight bot interfaces will be available on: * Telegram * X These provide structured access to fair-value outputs.