# Retrieval-Augmented Thinking MCP Server

> Use this tool when you need to enhance AI model capabilities with advanced reasoning and problem-solving. It solves complex problems by generating dynamic thought chains, exploring parallel paths, and refining solutions through recursive cycles. Ideal for use cases requiring improved critical thinking, decision-making, and knowledge retrieval, with inputs of complex queries and outputs of refined solutions and explanations.

Canonical page: https://skillsregistry.net/skills/stat-guy-retrieval-augmented-thinking  
JSON: https://api.skillsregistry.net/v1/skills/stat-guy-retrieval-augmented-thinking

## Description

Enhances AI model capabilities with structured, retrieval-augmented thinking processes that enable dynamic thought chains, parallel exploration paths, and recursive refinement cycles for improved reasoning.

## Trust

- **Trust score (0–1):** 0.99
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/d86f2s9wmm)
- **Repository:** <https://github.com/stat-guy/retrieval-augmented-thinking>

## 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": "stat-guy-retrieval-augmented-thinking"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/stat-guy-retrieval-augmented-thinking` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/stat-guy-retrieval-augmented-thinking/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