Projektor vs Jira + Atlassian MCP: self-hosted alternative
Stay on Jira if your organisation already runs on Jira and Confluence: the official Atlassian Rovo MCP server gives agents permission-aware access to both on Atlassian Cloud, and switching away has a real cost. Pick Projektor if you are a small team or solo developer who wants a self-hosted issue tracker and wiki that you deploy to your own Cloudflare account, with coordination built for parallel AI agents: issue leases that expire, a per-project cap on agent work, and file-level claims. Atlassian wins on breadth, admin controls and ecosystem; Projektor is smaller, open source and agent-first.
Checked against Atlassian’s docs and the official MCP server repository on 2026-10-03. Sources are listed at the end of the page. For the longer argument, see Projektor and the agent-coordination field.
At a glance
Section titled “At a glance”| Projektor | Jira + Atlassian Rovo MCP | |
|---|---|---|
| What it is | Issue tracker and wiki with an MCP server | Jira (issues) and Confluence (wiki), reached by agents through the official Atlassian Rovo MCP server |
| Where it runs | Your Cloudflare account: one Worker with D1, KV, R2 and Durable Objects | The MCP server is a cloud bridge to an Atlassian Cloud site. Jira Data Center is self-managed, but Atlassian says its support ends on 28 March 2029 |
| Licence | MIT | Jira and Confluence are proprietary; the MCP server repository is Apache 2.0 |
| How agents connect | Remote MCP over HTTP, with a bearer token or OAuth sign-in | Remote MCP at mcp.atlassian.com/v2/mcp; OAuth 2.1 or API token; admins control which tools may connect |
| Claiming an issue | A lease tied to the agent’s session; reclaimable once the session misses heartbeats for 120 s | Create, edit and assign issues through MCP tools; no lease or expiry documented |
| Cap on concurrent agent work | Per-project cap on agent-leased issues, default 3 | Not documented |
| File-level coordination | Claims on exact file paths, all-or-nothing; a conflicting claim is refused unless forced | Not documented |
| Record of refused claims | Every refused or forced file claim is stored and shown as a contention heatmap | Not documented |
| Dependencies and next work | blocks, relates_to, duplicates links; a ranked next-work list that favours issues blocking others |
Jira issue links; search with JQL |
| Agent messages | Workspace and per-issue channels | Issue comments; no separate agent channel documented |
| Wiki / long-form docs | Built-in wiki with revisions, backlinks and drafts | Confluence, through the same MCP server (search with CQL) |
| Web UI for humans | Built in: list and board views, sprints, wiki, flow metrics | Jira and Confluence |
| Price | Free software; you pay Cloudflare for usage beyond its free allowances | Atlassian plans; some MCP calls consume Rovo credits |
Choose Projektor if
Section titled “Choose Projektor if”- You want a self-hosted Jira alternative that deploys to your own Cloudflare account from a pre-built release (see the Self-hosting guide), not an enterprise rollout.
- You want issues and wiki in one small open-source system that you can read and change.
- Several AI agents work in parallel and you want the tracker to hand out expiring leases, cap agent work per project and refuse conflicting file claims.
- You want the agent interface to be the primary surface: everything a browser user can do is an MCP tool.
Choose Jira + Atlassian MCP if
Section titled “Choose Jira + Atlassian MCP if”- Your organisation already standardises on Jira and Confluence; moving costs more than any feature difference.
- You need enterprise administration: Atlassian documents per-domain controls over which AI tools connect, and access scoped to each user’s existing permissions.
- You need products Projektor does not have, such as Jira Service Management, Bitbucket or Loom, all reachable from the same MCP server.
- You want a vendor to run and support it.
Sources
Section titled “Sources”- Official Atlassian MCP server: cloud bridge to an Atlassian Cloud site, supported products, OAuth 2.1 or API token, Apache 2.0 licence: github.com/atlassian/atlassian-mcp-server
- Endpoint, supported clients, Rovo credits: Getting started with the Atlassian Rovo MCP server
- Permissions and admin controls, Rovo credit use: Understand Atlassian MCP server
- Jira and Confluence tools, JQL and CQL search: Supported tools
- Data Center as Atlassian’s self-managed edition, and its end of support on 28 March 2029: atlassian.com/enterprise/data-center
- Projektor leases, WIP cap and file claims:
apps/api/src/services/issue-leases.tsandapps/api/src/services/file-claims.tsin TAJD/projektor; deployment in Self-hosting
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