# Agent Reliability MCP Server

> Agent Reliability MCP Server — princeruhulofficial-mcp-ai-agent-reliability. Use this tool when you need to evaluate the performance of AI agents and identify areas for improvement. It computes key reliability metrics, such as success rates and latency statistics, from input numbers, providing valuable insights without incurring external API costs. Ideal for optimizing AI agent reliability in various applications, this tool offers a straightforward interface for inputting data and receiving informative outputs.

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

## Description

Computes AI agent reliability metrics like success rates, latency statistics, and failure patterns from provided numbers, with zero external API cost.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/j2ef74if3u)
- **Repository:** <https://github.com/princeruhulofficial/mcp-ai-agent-reliability>

## 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-ai-agent-reliability"
    }
  }
}
```

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