mdfifty50-boop

Agent-to-agent communication bridge for multi-agent systems

Inject deep domain knowledge into any AI agent

Context window token analysis and budget management

ZATCA, UAE CT, EU AI Act regulatory compliance for AI agents

GCC regulatory intelligence, ZATCA e-invoicing, and Arabic NLP for AI agents

Constitutional guardrails and loop detection for AI agents

Agent tracing, cost tracking, anomaly detection for LLM agents

Security scanning and threat detection for AI agents

Multi-agent billing and cost allocation tracking

Hard scope boundaries to prevent AI agent drift

Output quality control and validation for AI agents

Professional document generation from structured data

MCP server discovery, indexing, and registration

Encrypted secrets and credential management for agents

Structured execution trace and span logging for AI agents

Record and replay AI agent execution for debugging