Agent-to-agent communication bridge for multi-agent systems
Multi-agent billing and cost allocation tracking
Constitutional guardrails and loop detection for AI agents
Record and replay AI agent execution for debugging
Agent Security MCP
Security scanning and threat detection for AI agents
Agentic Observability MCP
Agent tracing, cost tracking, anomaly detection for LLM agents
ZATCA, UAE CT, EU AI Act regulatory compliance for AI agents
Professional document generation from structured data
Domain Expertise MCP
Inject deep domain knowledge into any AI agent
GCC Intelligence MCP
GCC regulatory intelligence, ZATCA e-invoicing, and Arabic NLP for AI agents
MCP server discovery, indexing, and registration
Output quality control and validation for AI agents
Hard scope boundaries to prevent AI agent drift
Encrypted secrets and credential management for agents
Context window token analysis and budget management
Structured execution trace and span logging for AI agents