Awesome Confluence

About

Awesome Confluence offers a professional Model Context Protocol (MCP) server designed to optimize the interaction of AI agents with Confluence documentation. By converting raw Confluence pages into clean, token-efficient Markdown, it dramatically reduces LLM token consumption by 60-80%, leading to lower API costs, faster responses, and the ability to fit more content into an LLM's context window. This server allows AI agents to seamlessly list spaces, search for pages by title or content, and fetch specific pages in an AI-friendly Markdown format, ensuring efficient and cost-effective analysis of your organization's knowledge base.

Key Features

• List Confluence spaces
• Fetch and convert any Confluence page to token-efficient Markdown
• Secure authentication using Atlassian API tokens
• Built with FastMCP for optimal performance and error handling
• Search pages by title or content with space filtering
• 1 GitHub stars

Use Cases

• Enable AI-driven research on topics across Confluence spaces
• Allow AI agents to find and read specific Confluence documentation
• Integrate Confluence content into AI agent workflows for automated analysis