# Confluence RAG MCP Server

> Use this tool when you need to enhance documentation queries with relevant context from Confluence pages. It solves problems of information retrieval and integration with code assistants, providing accurate and up-to-date documentation. The Confluence RAG MCP Server takes in documentation queries as input and outputs relevant context, making it ideal for use cases where integrated knowledge retrieval is crucial.

Canonical page: https://skillsregistry.net/skills/akhilthomas236-confluence-scraper-mcp  
JSON: https://api.skillsregistry.net/v1/skills/akhilthomas236-confluence-scraper-mcp

## Description

Enables retrieval of relevant context from Confluence pages using RAG and ChromaDB, integrating with code assistants like GitHub Copilot to enhance documentation queries.

## Trust

- **Trust score (0–1):** 0.67
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** version-control
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/jjumrhizby)
- **Repository:** <https://github.com/akhilthomas236/confluence-scraper-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": "akhilthomas236-confluence-scraper-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/akhilthomas236-confluence-scraper-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/akhilthomas236-confluence-scraper-mcp/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