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

20 Production MCP Servers for AI Agent Infrastructure — Safety, Observability, Compliance & Intelligence

Multi-agent billing and cost allocation tracking

MCP server that detects and prevents infinite agent loops — circuit breakers, pattern detection, and

Agent tracing, cost tracking, anomaly detection for LLM agents

Record and replay AI agent execution for debugging

Prompt injection detection, secret scanning, permission auditing

EU AI Act compliance audit trails and evidence generation for AI agent systems — risk classification

Professional document generation from structured data

Domain expertise injection for AI agents across 20+ industries

GCC regulatory intelligence for ZATCA e-invoicing and Arabic NLP

MCP server discovery, indexing, and registration

MCP server for runtime quality validation of AI agent outputs — hallucination detection, scope compl

MCP server that enforces multi-agent scope boundaries — prevents scope drift, work duplication, and

Encrypted secrets and credential management for agents

MCP server for analyzing and optimizing context window token usage — audit tool definitions, compres

Structured execution trace and span logging for AI agents