# Confluence-Based Code Review MCP Server

> Use this tool when you need to streamline code reviews and ensure compliance with design specifications. It solves problems of inconsistent code quality and manual review processes by comparing local source code against Confluence-stored design documents and providing suggestions for improvement. The tool integrates with Atlassian MCP servers, taking in design documents and source code as inputs and outputting quality improvement suggestions.

Canonical page: https://skillsregistry.net/skills/nakada-memo-code-review-following-confluence  
JSON: https://api.skillsregistry.net/v1/skills/nakada-memo-code-review-following-confluence

## Description

An MCP server that performs code reviews by comparing local source code against design documents stored in Confluence. It integrates with Atlassian MCP servers to analyze documentation and provide suggestions for quality improvement based on design specifications.

## Trust

- **Trust score (0–1):** 0.60
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** file-system
- **Updated:** 2026-04-21

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/lh3pgexz7u)
- **Repository:** <https://github.com/nakada-memo/code-review-following-confluence>

## 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": "nakada-memo-code-review-following-confluence"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/nakada-memo-code-review-following-confluence` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/nakada-memo-code-review-following-confluence/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