# evalgate-mcp

> evalgate-mcp — holisticshort-evalgate-mcp. Use this tool when you need to analyze and understand an agent's performance, as it provides a server for reading evaluation results, running test suites, and explaining failures. It solves problems related to model performance, data drift, and judge calibration, offering inputs such as test suites and evaluation results, and outputs like failure explanations and calibration status. It is particularly useful in contexts where model evaluation, testing, and validation are crucial, such as machine learning model development and deployment.

Canonical page: https://skillsregistry.net/skills/holisticshort-evalgate-mcp  
JSON: https://api.skillsregistry.net/v1/skills/holisticshort-evalgate-mcp

## Description

An MCP server that lets an agent read its own eval results, run suites, explain failures, check drift, and view judge calibration status.

## 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:** other
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/zno9z9z390)
- **Repository:** <https://github.com/HolisticShort/evalgate-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": "holisticshort-evalgate-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/holisticshort-evalgate-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/holisticshort-evalgate-mcp/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