# Claude Code AI Collaboration MCP Server

> Use this tool when you need to collaborate with multiple AI providers and models to generate high-quality content, refine outputs, and compare results across different providers. It solves problems of inconsistent or low-quality AI outputs by enabling parallel execution, consensus building, and iterative refinement. The tool takes in AI model inputs and outputs, and provides interfaces for side-by-side comparison, quality review, and refinement, making it ideal for use cases requiring reliable and accurate AI-generated content.

Canonical page: https://skillsregistry.net/skills/atsuki-sakai-ai-collaboration-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/atsuki-sakai-ai-collaboration-mcp-server

## Description

An MCP server that enables multi-provider AI collaboration using models like DeepSeek, OpenAI, and Anthropic through strategies such as parallel execution and consensus building. It provides specialized tools for side-by-side content comparison, quality review, and iterative refinement across different AI providers.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-02

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/lgcm64qzbj)
- **Repository:** <https://github.com/atsuki-sakai/ai_collaboration_mcp_server>

## 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": "atsuki-sakai-ai-collaboration-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/atsuki-sakai-ai-collaboration-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/atsuki-sakai-ai-collaboration-mcp-server/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