# machinegrade-validate

> machinegrade-validate — machinegrade-validate. Use this tool when you need to verify the accuracy and consistency of AI-generated artifacts, such as JSON data, API responses, or SQL queries, against a predefined contract. It solves problems related to data validation, contract adherence, and quality assurance, providing a verdict on the validity of the generated artifacts. The tool accepts AI-generated artifacts and a contract as inputs and returns a validation verdict as output.

Canonical page: https://skillsregistry.net/skills/machinegrade-validate  
JSON: https://api.skillsregistry.net/v1/skills/machinegrade-validate

## Description

Validates AI-generated artifacts (JSON, API responses, SQL) against a contract and returns a verdict.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** api-integration
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/i376sniqa8)
- **Repository:** <https://github.com/machinegrade/validate>

## 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": "machinegrade-validate"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/machinegrade-validate` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/machinegrade-validate/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