If you want an AI agent to work with Atlassian, you quickly hit a practical annoyance: Jira, Confluence and Bitbucket are three products, and the usual answer is three separate MCP servers with three configs to install and keep alive. I packaged them into one.
Repo: https://github.com/ahmet-ozel/atlassian-mcp-server
What it is
A single MCP (Model Context Protocol) server that exposes Jira, Confluence and Bitbucket (Server / Data Center) as 61 tools under one configuration. One install, one config, and any MCP client (Claude, custom agents, and so on) gets access to all three systems through a uniform tool interface. It is Python and MIT licensed.
Why one server instead of three
