# sutton-barto-mcp

> sutton-barto-mcp — bnj02-sutton-barto-mcp. Use this tool when you need to access the knowledge of Sutton & Barto's Reinforcement Learning book, as it allows AI agents to search, retrieve pages, and read chapters, providing a comprehensive resource for understanding reinforcement learning concepts. It solves problems related to information retrieval and knowledge acquisition in the field of reinforcement learning. The tool takes search queries or chapter requests as input and returns relevant pages or chapters from the book.

Canonical page: https://skillsregistry.net/skills/bnj02-sutton-barto-mcp  
JSON: https://api.skillsregistry.net/v1/skills/bnj02-sutton-barto-mcp

## Description

MCP server exposing the full text of Sutton & Barto's Reinforcement Learning book, enabling LLMs to search, retrieve pages, and read chapters.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/m3qqsxua3d)
- **Repository:** <https://github.com/BNJ02/sutton-barto-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": "bnj02-sutton-barto-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/bnj02-sutton-barto-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/bnj02-sutton-barto-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