Self-hosted Atlassian (Jira & Confluence) MCP alternatives
Atlassian's MCP server runs only as a hosted endpoint you reach over OAuth. There is no local build of the Jira and Confluence connector to install, so the server process and its tokens live on Atlassian's side. If you need that process on your own machine or network, you need a different server.
The options below install locally and talk to your agent over stdio. The workspace data still travels to each product's own API, but the server itself, and the credentials it holds, stay on infrastructure you control.
The 8 best self-hosted alternatives
monday.com's official server can run on your own infrastructure rather than as a remote endpoint. It creates and updates items, manages boards, columns, and groups, and queries the API, all from a process you start.
Set up monday.com →Shaped like Jira and open-core, Plane's server installs locally and exposes the full project API: work items, cycles, modules, and projects. A team leaving Jira can run both Plane and its connector themselves.
Set up Plane →Run it yourself and Shortcut's server finds, creates, and updates Stories, Epics, Iterations, Objectives, and Docs over stdio. It suits product teams that want issue tracking with the process under their control.
Set up Shortcut →Anthropic's reference Fetch server runs locally and converts a URL into clean markdown with one tool. It tracks nothing, but it is the local utility for letting an agent read a linked page beside its tracker work.
Set up Fetch →The reference Memory server keeps a local knowledge graph of entities, relations, and observations on your own disk. Adjacent rather than a Jira stand-in, it gives an agent recall across sessions without a hosted store.
Set up Memory →Current-time lookups and timezone conversion from the IANA database are the whole of the reference Time server. It runs locally, costs nothing to operate, and helps when due dates or scheduling come up in agent work.
Set up Time →Of everything here, Obsidian keeps the most on your own disk: the vault is local Markdown, and the server reads, searches, and edits it through the Local REST API plugin without the notes leaving your machine. It maps to Confluence's docs role.
Set up Obsidian →The community Slack server runs over stdio and reads history, DMs, and search with no workspace bot to install. Reach for it when the part of Atlassian you wanted was team conversation rather than issues or pages.
Set up Slack →
How to choose
For a self-hosted tracker, Plane is the closest to Jira and runs on your own infrastructure, with monday and Shortcut close behind for board and Story models. Confluence's document role maps to a local Obsidian vault, which is the only pick here that keeps content on your disk. One caveat: self-hosting the server controls where the process and tokens live, but data still goes to each product's API. Fetch, Memory, Time, and Slack are local helpers around a tracker, not replacements for one.
FAQ
- Can the Atlassian MCP server be self-hosted?
- No. Atlassian offers only a hosted Jira and Confluence server reached over OAuth, with no self-installable build, even though the code is public. If running the server yourself is a requirement, you have to pick an alternative that ships a local stdio command.
- Does self-hosting keep my Jira or Confluence data on my own machine?
- It keeps the MCP server process and its credentials on your infrastructure, which is usually the point for audit and access control. The workspace data still goes to the product's API. Obsidian is the exception here: it reads local Markdown files, so the content stays on your disk.