# AI Loop Library MCP

> AI Loop Library MCP — paultaki-ailooplibrary-mcp. Use this tool when you need to streamline coding tasks with pre-verified work loops, solving problems of inefficient loop implementation and protocol generation. The AI Loop Library MCP provides 63+ bounded work loops, taking in goal-driven inputs and outputting executable protocols via MCP tools. Ideal for use cases requiring reliable and efficient loop selection and execution.

Canonical page: https://skillsregistry.net/skills/paultaki-ailooplibrary-mcp  
JSON: https://api.skillsregistry.net/v1/skills/paultaki-ailooplibrary-mcp

## Description

Provides coding agents with 63+ bounded, verifiable work loops, enabling goal-driven loop selection and executable protocol generation via MCP tools.

## 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:** other
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/hhyp3x3w2q)
- **Repository:** <https://github.com/paultaki/ailooplibrary-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": "paultaki-ailooplibrary-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/paultaki-ailooplibrary-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/paultaki-ailooplibrary-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