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Analyze MCP server usage, inspect sessions, and debug root causes of errors.
Copy the install command and let the AI configure it · recommended for beginners
Please install the "AgentCat" MCP server from askskill: Run: claude mcp add --transport http 'com-agentcat-agentcat' 'https://mcp.agentcat.com/mcp'
Analyze recent error sessions for this MCP server, list the failures by time, identify affected sessions, and summarize the most likely root cause.
A list of error sessions, a failure timeline, and a root-cause analysis summary.
Summarize usage for this MCP server, including session counts, active time periods, and common usage patterns.
A usage overview showing server activity levels and typical usage patterns.
Find the most abnormal sessions in this MCP server and explain how they differ from normal sessions.
A list of abnormal sessions and an explanation of how they differ from normal ones.
When an MCP server shows errors or unexpected behavior, developers can inspect sessions and usage data to identify the root cause.
DevOps teams can review usage analytics and session details to understand server health and quickly spot abnormal patterns.
Product managers can use session and usage data to understand how people interact with the MCP server and inform improvements.
It is an analytics and debugging tool for MCP servers. It helps explore usage and sessions and identify the root cause of errors.
Based on the description, it is most relevant for developers and DevOps teams, and may also help product teams understand server usage.
No installation steps or prerequisites are provided here. Please see the source repository for details.
Orchestrate multiple AI agents in real time and monitor tasks and artifacts.
Analyze MCP tool security risks, detect malicious behavior, and provide risk scores.
Register, discover, rate, and manage AI agents and services locally.
Investigate agents, conversation threads, and content trust signals for analysis.
Create, manage, and compose AI agents for MCP-compatible clients and tools.
Audit MCP servers and AI packages for security and supply chain risks.