For Engineering

Redmine AI plugin for engineers – triage, log, link in seconds.

For engineers who already live in Redmine – and want it to do more.

MCP server live · 51 tools DevOps plugin tools included Code-host integration via Copilot

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The engineer’s day, with AI

Six clicks become one sentence.

Sourced from the 59-scenario test set used to validate the MCP server. Real interactions, real Redmine data.

Day-start triage

“What should I work on first?”

AI: You have 264 open issues across 4 projects. Top priority: Issue #2972 (Immediate) - campaign stats not updating in Nova Marketing. Next: Issue #2947 (Immediate) - dynamic content personalisation. Then three Immediate issues in Orion CRM.

Time: 10 minutes of dashboard hopping → 3 seconds.

Time + progress in one shot

“Log 4 hours on issue #50, comment ‘API refactoring complete’, mark 80% done.”

AI: Logged 4.0h on issue #50. Updated issue #50 to 80% complete. Comment added.

Time: 2 minutes of clicking through forms → 3 seconds.

Bug triage

“Show all bugs reported this week, group by component.”

AI: 17 bugs this week. Auth: 4 (1 Immediate). Billing: 3 (2 High). Frontend: 6 (2 stale). API: 4 (all assigned). Top by ageing: #2891 (Immediate, billing, 5 days no movement).

Time: 15 minutes of filter setup → 4 seconds.

Sprint status

“How is the current sprint going?”

AI: Sprint 24 - 8 days in, 6 days remaining. Closed: 14 of 22 issues (64%). Velocity tracking: ahead by 2. Risks: #3014 (Urgent) blocked 3 days; #2891 stalled.

Time: 10 minutes of board scanning → 4 seconds.

Cross-project query

“How many bugs are open in Phoenix vs Atlas?”

AI: Phoenix Platform: 47 open bugs (8 Immediate, 12 High). Atlas Cloud Migration: 22 open bugs (3 Immediate, 7 High). Phoenix has 2x bug load with similar issue count - flag for triage.

Time: 2 separate project filter sessions → 3 seconds.

DevOps deploy check

“Did anything fail in the last deploy?”

AI: Last deploy (2026-04-25 14:22 UTC) - 7 changes shipped. 2 alerts: #3066 (login screen 500 on Safari 14) and #3070 (migration script timing out on >1M rows). Both linked to deploy #1840.

Time: cross-reference deploy log + issue tracker → 4 seconds.

How it works today

Engineering teams use the MCP server through Copilot, Claude Code, or ChatGPT.

No new tools. Connect your existing AI dev workflow to the Redmineflux MCP server. The server exposes 51 tools – including the full DevOps plugin surface (pipelines, deploy events, build status).

Read the MCP server spec → Get a Free Demo →

Shipping with our next release

A chatbot inside Redmine – for engineers who don’t want to leave the issue.

External AI assistants work today via MCP. The in-Redmine AI Assistant ships with our next release – a chat panel attached to the issue view. Ask “is anything blocking this?”, “log my time”, or “create a sub-task for the migration script” without switching tabs.

See the assistant launch plan →