# ai.getvda/structured-output-mcp-agent-instructor

> ai.getvda/structured-output-mcp-agent-instructor — ai-getvda-structured-output-mcp-agent-instructor. Use this tool when you need to generate structured output for multi-class classification problems, solving use cases such as text classification, sentiment analysis, and intent detection. It takes in text-based input and outputs categorized responses, providing an interface for training and testing machine learning models. Ideal for applications requiring accurate and organized classification results, such as chatbots, virtual assistants, and content filtering systems.

Canonical page: https://skillsregistry.net/skills/ai-getvda-structured-output-mcp-agent-instructor  
JSON: https://api.skillsregistry.net/v1/skills/ai-getvda-structured-output-mcp-agent-instructor

## Description

Structured Output MCP Agent (Instructor)

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** unverified

## Facts

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

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/ai.getvda%2Fstructured-output-mcp-agent-instructor)

## Use it

MCP endpoint published by the skill: `https://structured-output-mcp-agent-instructor.getvda.ai/mcp`

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": "ai-getvda-structured-output-mcp-agent-instructor"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ai-getvda-structured-output-mcp-agent-instructor` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ai-getvda-structured-output-mcp-agent-instructor/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