# mcp-agent-reliability-scorer

> mcp-agent-reliability-scorer — princeruhulofficial-mcp-agent-reliability-scorer. Use this tool when you need to evaluate the reliability of AI agent trajectories and detect potential issues such as silent failures and loops. It scores agent performance and identifies problems without incurring external API costs, providing valuable insights for improvement. Ideal for use cases where agent reliability and efficiency are crucial, such as autonomous systems and decision-making applications.

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

## Description

Scores AI agent trajectories and detects silent failures, loops, and reliability issues with zero external API cost.

## 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/pxbkkqbw2w)
- **Repository:** <https://github.com/princeruhulofficial/mcp-agent-reliability-scorer>

## 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-reliability-scorer"
    }
  }
}
```

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