Here's the playbook most project management tools have followed since 2024: take your Kanban board, open a drawer on the right side, stick a chatbot in it, call the whole thing "AI-powered". Ship.
It's not useless. Summarising a card, generating a checklist from a meeting note, pulling action items from a transcript — a sidebar does those things fine. But it's still a chatbot wearing a project-management shirt. You open it, ask something, leave. The board is unchanged. The AI never touched a card.
The short answer: yes, there are Trello alternatives where AI is a real board member, not a sidebar. Comuna is one. Connect Claude or ChatGPT once via MCP and your AI gets its own identity on the board — it creates cards, moves them, comments, and escalates decisions back to you rather than acting blindly. Here's an honest look at how that works, what Trello does genuinely well, and where this approach doesn't fit.
Bolted on vs built in: the real difference
A chat sidebar is a text interface to the AI's knowledge. A built-in AI coworker is an action interface to your board.
When you ask a sidebar "what should I do next?" you get words. When you leave a task for the AI coworker — "draft a brief for the new landing, break it into cards, assign them to yourself" — it does those things directly in your workspace. Cards appear. Assignments are set. The activity log shows who did what, with the AI's badge on each action.
The technical bridge is MCP (Model Context Protocol), the open standard Claude and ChatGPT use to connect to external tools. Connect Claude via Claude Settings → Connectors, or connect ChatGPT via Settings → Apps → Developer Mode. Your AI subscription becomes a team member with 80+ board actions available: create card, move card, complete, comment, write a note, escalate for human approval.
The AI doesn't act through a Zapier recipe or a separate window. It acts in the same workspace your humans use, carries honest attribution — Claude's avatar or ChatGPT's badge on every change — and leaves no anonymous edits.
What the workflow actually looks like
You write standing instructions once: "check the Ready column each morning, pick up any unassigned card, draft a plan in the comments, and start it. If the brief is ambiguous, escalate."
Tomorrow, your daily brief arrives: the AI picked up three cards, left plans on two, and flagged one — "this card says 'redesign onboarding' but there's no design file and the due date is in two days. Sub-tasks, or wait?" You click Approve or Request changes. The AI reads your answer the next time it runs and continues from there.
That escalation loop is the design. A fully autonomous AI that acts on everything — including edge cases — creates messes faster than you can clean them up. An AI that executes when confident and escalates when not is a coworker. One that always executes is a liability.
For a deeper look at the chatbot-vs-coworker distinction, see AI coworkers vs AI chatbots.
What Trello does genuinely well
Trello earned its place. Its simplicity is real — if your team depends on specific Power-Ups (Jira, Salesforce, GitHub), switching has a cost worth naming honestly. The ecosystem is broad, the mobile app is excellent, and the learning curve is close to zero.
Trello's free tier — five boards, unlimited cards, core automations — covers many teams cleanly. If you need a handful of Kanban boards and nothing more, Trello fits that shape well.
What Trello's AI features do, as of this writing: help you write card descriptions and suggest labels. What they don't do: take attributed board actions with their own identity on the board. If that distinction matters for you, you're looking at a different category of tool.
Where AI-coworker PM doesn't fit
Not every team benefits from this. If your work is well-scoped and the bottleneck is heads-down execution rather than triage or card creation, adding an AI coworker adds overhead without payoff.
Worth being clear: because MCP is a pull model, the AI executes when triggered — not autonomously in the background. You need to set up the trigger: a scheduled prompt in Claude or ChatGPT, or a daily habit of kicking it off. If your team won't do that, the feature sits idle. We try to be honest about this on every page that covers how MCP integrations work.
The free tier includes everything — Kanban, Table, Calendar, Gantt, built-in chat, notes, wiki — so there's no cost to trying it. For a broader market comparison, The best Trello alternatives in 2026 covers six tools honestly.
Frequently asked questions
Is "AI built in" just marketing, or is there a real technical difference?
Real difference. Most tools add AI as a text-generation helper — it writes content but doesn't take board actions. A built-in AI coworker connects via MCP and can create, move, complete, and comment on cards with its own attributed identity. Different architectures, different use cases.
Does the AI run autonomously in the background?
No — and being honest about this matters. The AI in Comuna executes when you (or a scheduled prompt) trigger it. MCP is a pull model: you initiate, the AI works and escalates judgment calls, then stops. It doesn't run 24/7 on its own. We think that's the right model — full autonomy without an escalation loop is too risky for shared boards.
Is this free, including the AI integration?
The workspace is free forever — unlimited projects and members, every view, no credit card. The AI integration uses your own Claude or ChatGPT subscription; we don't resell tokens or add a markup. If you already pay for Claude or ChatGPT, the coworker costs nothing extra.
Comuna is free forever — no credit card, bring your own AI. Spin up a workspace and try it.