Top Digital Agent Monitoring AI Tools
These platforms provide clear visibility into the health and decision-making logic of your automated software workers. They allow you to trace execution paths, identify bottlenecks, and ensure that tasks remain accurate and efficient. When selecting a service, prioritize options that offer detailed error logs, real-time performance alerts, and seamless integration with your existing technical infrastructure.
Security and evidence for AI support agents
Automated brand monitoring with instant crisis alerts
Performance reviews for AI Agents
Message level routing, monitoring, auditing and governance.
Real pricing and hands-on reviews for AI agent tools
The human-in-the-loop layer for AI agents.
Leaderboard for AI agents, MCP servers, Bots & Agentware
An open, verifiable public record of what AI agents do
Discover MCP servers, clients and AI agents
Stop your AI agent before it f*cks something up
Source-checked AI tools and source-indexed Agent Skills
AI agent tools ranked by what they paid. Clicks are public.
Trajectory regression testing for AI agents
Traceable plugin runtime for AI agents
AI-powered RPA monitoring and automation