# MergeLoop

> Use this tool when you need to consolidate outputs from multiple AI workers into a single, unified response. MergeLoop solves the problem of fragmented AI outputs by routing tasks across various workers, including MCP, CLI, and API, and returning a cohesive answer. It is ideal for use cases requiring aggregated insights or simplified decision-making from diverse AI sources.

Canonical page: https://skillsregistry.net/skills/mas-ai-official-mergeloop  
JSON: https://api.skillsregistry.net/v1/skills/mas-ai-official-mergeloop

## Description

A host-agnostic model council that routes tasks across multiple AI workers (MCP, CLI, API) and returns one unified answer.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** productivity
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/i0x1bc4cge)
- **Repository:** <https://github.com/Mas-AI-Official/MergeLoop>

## 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": "mas-ai-official-mergeloop"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/mas-ai-official-mergeloop` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/mas-ai-official-mergeloop/pull`

---
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