monitor

Track and record real-time agent activity across MCP-enabled environments.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/belljun3395/agent-tracer --skill monitor-belljun3395
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: monitor
Source: https://github.com/belljun3395/agent-tracer/tree/main/.agents/skills/monitor
Command: npx skills add https://github.com/belljun3395/agent-tracer --skill monitor-belljun3395

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Agent Tracer 모니터링은 MCP 지원 환경에서 에이전트 활동을 실시간으로 관찰하고 로그를 체계적으로 기록하는 데 초점을 맞춥니다. 훅/플러그인이 없는 환경에서는 전체 이벤트를 수동으로 기록합니다.

Core Features & Use Cases

  • MCP 기반 모니터링으로 하나의 태스크 내 이벤트를 일관되게 수집하고 추적합니다.
  • Claude Code/OpenCode의 자동 기록과 Cursor/Windsurf 등 비자동 환경을 모두 지원합니다.
  • 모니터링 이벤트 세트(예: monitor_task_start, monitor_user_message, monitor_explore, monitor_terminal_command, monitor_tool_used, monitor_agent_activity, monitor_todo, monitor_session_end, monitor_save_context, monitor_plan, monitor_action, monitor_verify, monitor_thought, monitor_question, monitor_rule)를 통해 다양한 워크플로우를 표현합니다.
  • native projection 및 discovery 경로를 통해 일련의 작업 흐름을 추적하고 재현합니다.

Quick Start

Start the monitor server, then initiate a new monitoring task to begin capturing events during an agent session.

Frequently Asked Questions about monitor

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I monitor MCP agent activity in real time?

Monitor MCP agent activity by deploying a monitor-server and invoking the defined event API set to track real-time workflow actions. This captures events like task execution, tool usage, and terminal commands across MCP-enabled environments.

Does agent observability logging work with Cursor and Windsurf?

Yes, agent observability logging works with Cursor and Windsurf by manually recording events. While Claude Code and OpenCode support automatic logging via hooks, environments lacking plugins require manual event logging.

Can I track agent thoughts and plans during an MCP session?

Yes, you can track agent thoughts and plans during an MCP session using monitor_thought and monitor_plan events. The defined event API set captures granular workflow stages including actions, verifications, and rules.

How do I start capturing agent events in an MCP-enabled environment?

Start capturing agent events by launching the monitor-server and initiating a new monitoring task. This begins recording session activities, applying automatic hooks or manual logging based on your environment.

What is the difference between automatic and manual event logging for agents?

Automatic event logging uses hooks and plugins to collect agent activity in Claude Code and OpenCode, while manual logging requires recording each event by hand in environments like Cursor and Windsurf where automation is unavailable.

What limitations exist when monitoring agent activity without hooks or plugins?

Without hooks or plugins, monitoring agent activity requires manual logging of the full event set, increasing overhead and risking incomplete traces. Environments lacking native automation cannot capture events automatically.