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For PMs

Redmine AI platform – status reports drafted from live issues.

For PMs running multi-team delivery on Redmine.

MCP server live · 51 tools Tested against 3,500+ issues Anthropic + OpenAI + Azure

The PM’s day, with AI

Six tasks PMs spend hours on. Each one becomes a sentence.

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

Status report

“Give me project stats for all projects.”

AI: Phoenix Platform is 33% complete with 1,597 issues (538 closed). Mercury Mobile is 23% complete, on track for App Store launch June 30. Atlas Cloud Migration is the furthest along at 40%. Three projects are in early stages - Orion, Nova, and Helios all under 30%.

Time: 30 minutes of manual report building → 5 seconds.

Capacity check

“Who has the most work assigned this week?”

AI: James Harrison (Tech Lead) has 28 open issues across 3 projects - 12 are Immediate priority. Sarah Mitchell has 14 open. Six engineers have less than 5 open issues - capacity available there if you need to rebalance.

Time: 10 minutes of cross-project filtering → 3 seconds.

Blocker hunt

“What are today’s blockers across all projects?”

AI: 7 blockers tagged today. The big one: issue #2972 (Nova Marketing) - campaign stats not updating. Two issues blocked on external API access. Three blocked on review. Two stale (no update for 5+ days).

Time: ask in standup, wait for everyone → instant.

Milestone health

“Is Phoenix on track for the June milestone?”

AI: Phoenix milestone “v2 launch” - 64% complete, 8 days remaining. Of 22 open issues, 4 are Immediate, 6 High. Velocity in last 2 weeks: 12 closed/week - at this rate, 6 issues likely slip past milestone.

Time: 20 minutes of milestone view + filter → 4 seconds.

Cross-project priority

“What should the team focus on Monday?”

AI: Top 5 across the org: #2972 Nova (Immediate), #2947 Nova (Immediate, dynamic content), #3014 Orion (Urgent, lead-stage validation), #2891 Phoenix (Urgent, billing), #3052 Atlas (Urgent, migration). All 5 ageing 3+ days.

Time: half-hour of dashboard juggling → 5 seconds.

Bulk action (write)

“Create five issues in Phoenix for the new auth flow.”

AI: Created issue #3066 (login screen), #3067 (token rotation), #3068 (session timeout), #3069 (audit log), #3070 (migration plan). All linked to milestone “auth refresh”, assigned to James for triage.

Time: 10 minutes of form-clicking → 8 seconds.

How it works today

PMs use the MCP server through any AI assistant.

No new software. Use Claude Desktop, Claude Code, ChatGPT (with MCP enabled), or GitHub Copilot. The AI calls the Redmineflux MCP server. The server queries your Redmine. You get the answer.

Shipping with our next release

A chatbot inside Redmine – for PMs who don’t want to leave the tab.

External AI assistants work today via MCP. The in-Redmine AI Assistant ships with our next release – a chat panel that lives next to your project view. Same MCP server, same answers, no context-switch.