TaskPrio vs Claude Code Agent Teams
Short answer: they work at different scopes — and well together. Agent Teams coordinates multiple Claude Code agents inside one project. TaskPrio is the priority queue above all your agents — Claude Code, Cursor and ChatGPT, across every project, with you deciding what's next.
Open the board — free →What Claude Code Agent Teams is great at
Agent Teams (2026) is genuinely strong at in-project parallelism: several Claude Code agents work one codebase at once, claiming items from a shared task list, tracking dependencies, skipping blocked tasks, messaging each other, and using file locking so they don't overwrite each other's work. If your goal is "split this one project across a few Claude Code agents," it's excellent and built in.
Where it stops — and TaskPrio begins
Agent Teams is scoped to one Claude Code session and project. It doesn't span your other tools, it doesn't carry a single priority order across all your projects, and the coordination lives inside the run rather than as a durable board you own. The questions it doesn't answer: what should my agents work on next across everything? in what order? and how do I, the human, stay in control of that without babysitting one session?
That's TaskPrio. It sits one layer up: a shared priority queue above every agent and tool.
Side by side
| Capability | TaskPrio | Claude Code Agent Teams |
|---|---|---|
| Coordinate agents within one project | Yes | Best-in-class |
| One priority order across all projects | Yes | Per session/project |
| Works across tools (Cursor, ChatGPT too) | Yes | Claude Code only |
| Persistent board across sessions/days | Yes (web board) | In-session |
| Human sets + sees priority | Yes | Agent-managed |
| In-project file locking / worktrees | Out of scope | Yes |
| Non-coding tasks | Yes | Code-focused |
| Open source / self-host | Yes (MIT) | No |
Use both — they stack
The clean setup: TaskPrio holds your one global priority order across every project and tool; you rank what matters. When a task is a big in-project job, hand it to Claude Code Agent Teams to parallelize inside that repo. TaskPrio decides what and in what order; Agent Teams handles how to split one project. See the Claude Code setup →
FAQ
Do I still need TaskPrio if Claude Code has Agent Teams?
If you only ever run Claude Code on one project, Agent Teams may be enough. The moment you have multiple projects, mix in Cursor or ChatGPT, or want a human-owned priority order that persists, TaskPrio is the layer above that ties it together.
How is TaskPrio different?
It's cross-tool, cross-project, persistent, and human-owned — the prioritization layer, not an in-session coordinator.