# Chain-of-Recursive-Thoughts

> Use this tool when you need to enhance AI reasoning for complex problem-solving scenarios, as it enables models to argue with themselves across multiple rounds, generating optimal responses through multi-LLM inference and detailed evaluation. It solves problems requiring deeper, more thorough reasoning, such as nuanced decision-making and critical thinking tasks. The tool integrates with various LLMs, including GPT-4 and Llama, and supports enhanced evaluation prompts and logging capabilities.

Canonical page: https://skillsregistry.net/skills/kunihiros-chain-of-recursive-thoughts  
JSON: https://api.skillsregistry.net/v1/skills/kunihiros-chain-of-recursive-thoughts

## Description

The CoRT MCP Server implements Chain-of-Recursive-Thoughts methodology that enhances AI reasoning by making models argue with themselves repeatedly across multiple rounds. Developed by KunihiroS based on PhialsBasement's original work, it features multi-LLM inference that randomly selects different models for each alternative response, enhanced evaluation prompts, and detailed logging capabilities. The server integrates with OpenAI and OpenRouter APIs, supporting various LLMs including GPT-4, Llama, Gemini, and Mistral models. It's particularly valuable for complex problem-solving scenarios where deeper, more thorough reasoning is required to generate optimal responses.

## Trust

- **Trust score (0–1):** 1.00
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-19

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/kunihiros-chain-of-recursive-thoughts)
- **Repository:** <https://github.com/kunihiros/cort-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": "kunihiros-chain-of-recursive-thoughts"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/kunihiros-chain-of-recursive-thoughts` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/kunihiros-chain-of-recursive-thoughts/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