Aashari MCP Server Atlassian Confluence
This project is an MCP server that connects AI assistants to Atlassian Confluence, enabling real-time access to and interaction with Confluence content, and providing functions such as searching and retrieving pages.
rating : 2 points
downloads : 7
What is the Confluence MCP Server?
This is a middleware service based on the Model Context Protocol (MCP) standard, allowing AI assistants (such as Claude, Cursor, etc.) to securely access and operate the content of your Atlassian Confluence knowledge base. It acts as an intelligent translator between AI and Confluence.How to use this service?
Just follow three steps: 1) Obtain an Atlassian API key. 2) Configure the server connection information. 3) Enable the service in the AI client. Then you can query Confluence content through natural language.Use cases
Suitable for scenarios where AI assistants need to access the latest enterprise documents, such as: technical document queries, meeting minutes summarization, project progress tracking, intelligent Q&A in the knowledge base, etc.Main Features
Space DiscoveryList all Confluence spaces and their key information to help AI understand the knowledge base structure.
Content RetrievalSupport retrieving the full page content (including Markdown format), including metadata, tags, and related links.
Advanced SearchUse the Confluence Query Language (CQL) to perform complex conditional searches.
Real-time AccessAll queries are directly connected to the production environment to ensure that AI gets the latest content.
Advantages and Limitations
Advantages
Eliminate copy-pasting: AI can directly access the content, reducing manual transfer.
Enhance AI capabilities: Enable the assistant to provide accurate answers based on the enterprise knowledge base.
Secure and controllable: Manage access permissions through API tokens without exposing sensitive information.
Easy integration: Support mainstream AI clients such as Claude and Cursor.
Limitations
Requires Confluence administrator privileges to obtain the API key.
Initial configuration requires technical knowledge.
Complex queries require learning the CQL syntax.
The free version of Confluence may have API call limitations.
How to Use
Obtain an API Key
Log in to your Atlassian account and create a dedicated API token in the security settings.
Configure Connection Information
Save the site name, email, and API token in a configuration file or environment variables.
Connect to the AI Client
Add the MCP server configuration in the settings of Claude or Cursor.
Usage Examples
Meeting Minutes QueryQuickly find all meeting records for a specific project.
Technical Document AnalysisLet AI help understand complex technical specifications.
Knowledge Base NavigationExplore the structure of an unfamiliar document space.
Frequently Asked Questions
What permissions are required to use this service?
How to find the space ID or page ID?
Where can I learn the CQL query syntax?
Will the data pass through a third-party server?
Related Resources
Atlassian API Token Management
Official guide for obtaining API tokens.
CQL Syntax Reference
Complete documentation for the Confluence Query Language.
MCP Protocol Standard
Official description of the Model Context Protocol.
Featured MCP Services

Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
838
4.3 points

Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
1.7K
5 points

Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
100
4.3 points

Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
152
4.5 points

Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
6.7K
4.5 points

Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
573
5 points

Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
5.2K
4.7 points

Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
761
4.8 points