atlassian-mcp

Automate Jira and Confluence operations via Model Context Protocol tooling.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/jsdfhasuh/emosonic --skill atlassian-mcp-jsdfhasuh
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: atlassian-mcp
Source: https://github.com/jsdfhasuh/emosonic/tree/main/.agents/skills/atlassian-mcp
Command: npx skills add https://github.com/jsdfhasuh/emosonic --skill atlassian-mcp-jsdfhasuh

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Atlassian MCP integration helps you turn repetitive Jira issue and Confluence documentation tasks into reliable AI-assisted workflows, reducing manual triage, writing, and synchronization effort.

Core Features & Use Cases

  • Jira issue operations with JQL: Query, create, update, comment, and manage sprint/backlog workflows.
  • Confluence page operations with CQL: Search, create, update, and link documentation content efficiently.
  • Secure MCP authentication & tool execution: Apply OAuth 2.1/API tokens/PAT patterns, handle pagination and rate limits, and enforce permission-safe behavior.
  • Common workflow automation: Triage issues, sync release notes and meeting notes, and generate structured documentation from issue data.

Quick Start

Use the atlassian-mcp skill to generate a Jira sprint report from issues matching a specific sprint and then draft a Confluence release-notes page in the target space.

Frequently Asked Questions about atlassian-mcp

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate Jira issue triage and Confluence documentation sync?

You can automate Jira issue triage and Confluence documentation sync by using MCP tool-calling to query issues with JQL, retrieve content with CQL, and generate structured documentation from the retrieved ticket data.

Can I use JQL and CQL to query Jira and Confluence through MCP?

Yes, you can use JQL and CQL to query Jira and Confluence through MCP. The system validates JQL and CQL inputs, applies pagination, and returns structured outputs for the queried issues and documentation pages.

How do I generate Confluence release notes from a Jira sprint using MCP?

To generate Confluence release notes from a Jira sprint using MCP, you query issues matching the target sprint with JQL, then use the retrieved issue data to draft and create a structured release-notes page in the target Confluence space.

Does Atlassian MCP integration handle rate limits and permission checks?

Atlassian MCP integration enforces permission checks, respects Atlassian rate limits, applies OAuth 2.1 or API token authentication, and prevents credential exposure during tool execution to ensure secure operations.

What are the limitations of automating Jira workflows via MCP?

Limitations of automating Jira workflows via MCP include strict adherence to Atlassian rate limits, mandatory permission checks for secure tool execution, and the requirement to validate all JQL and CQL inputs to avoid malformed retrieval queries.

Do I need API tokens to manage Jira backlog workflows with MCP?

Yes, you need API tokens, PAT patterns, or OAuth 2.1 authentication to manage Jira backlog workflows with MCP, ensuring that all issue queries, updates, and sprint management operations enforce permission-safe behavior.