# mcp-agent-monitor

> mcp-agent-monitor — princeruhulofficial-mcp-agent-monitor. Use this tool when you need to analyze AI agent performance and reliability. The mcp-agent-monitor calculates reliability scores, detects failure patterns, and provides improvement suggestions, taking execution logs as input and producing actionable insights as output. Ideal for use cases where AI agent reliability is crucial, such as in production environments or high-stakes decision-making systems.

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

## Description

MCP server that analyzes AI agent execution logs to calculate reliability scores, detect failure patterns, and suggest concrete improvements for making AI agents more reliable.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/dcjm5zn1bj)
- **Repository:** <https://github.com/princeruhulofficial/mcp-agent-monitor>

## 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": "princeruhulofficial-mcp-agent-monitor"
    }
  }
}
```

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