# Agent Monitor Relay

> Use this tool when you need to monitor and troubleshoot AI agent performance in real-time, detect failures and anomalies, and provide operational transparency to stakeholders. It solves problems related to agent reliability, incident analysis, and service level agreement (SLA) compliance. The tool takes in AI agent run data as input and outputs real-time tracking, incident replays, and client status exports for stakeholders.

Canonical page: https://skillsregistry.net/skills/agent-monitor-relay  
JSON: https://api.skillsregistry.net/v1/skills/agent-monitor-relay

## Description

Agent Monitor Relay tracks AI agent runs in real time, detects failures and anomalies, replays incidents for post-mortem analysis, and issues SLA receipts. Client status exports provide stakeholders with operational transparency over agent performance and reliability.

## Trust

- **Trust score (0–1):** 0.30
- **Verification tier:** unverified
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-01

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/agent-monitor-relay)
- **Repository:** <https://github.com/clauxel/agent-monitor-relay-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "agent-monitor-relay"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/agent-monitor-relay` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/agent-monitor-relay/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt