# multi-model-mcp

> Use this tool when you need to leverage multiple large language models (LLMs) for advanced reasoning tasks, such as critique loops, debates, and answer ranking. It solves problems of single-model limitations by delegating prompts to various models and providing a framework for sub-agent style reasoning. The multi-model-mcp server takes in prompts and model specifications as input and outputs ranked answers and debate outcomes.

Canonical page: https://skillsregistry.net/skills/fernando-freitas-alves-multi-model-mcp  
JSON: https://api.skillsregistry.net/v1/skills/fernando-freitas-alves-multi-model-mcp

## Description

An MCP server that exposes tools for sub-agent style reasoning across multiple LLM providers, enabling delegation of prompts to various models and running critique loops, debates, red-teaming, and answer ranking.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/hn2v29t8na)
- **Repository:** <https://github.com/fernando-freitas-alves/multi-model-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": "fernando-freitas-alves-multi-model-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/fernando-freitas-alves-multi-model-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/fernando-freitas-alves-multi-model-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