For engineering teams

Project management for engineering teams, without the setup

GitHub links with per-person attribution, a built-in MCP server your assistant can drive, and workflow rules that open issues and branches automatically.

The problem

Engineering teams inherit trackers configured by someone who left, then spend a year working around a workflow nobody chose. The alternative is usually a tool so light it stops being useful the moment the team grows past one board, and the connection to the code lives in a bot account that makes the GitHub history useless for working out who did what.

In one answer

Is Planner.day good for engineering teams?

Planner.day suits engineering teams that want structure without a configuration project. Tasks link to GitHub issues, branches and pull requests, with writes using each member's own token so actions are attributed to the person. It ships a built-in MCP server with 34 tools, so an AI assistant can operate the board under real permission checks, and workflow rules can create a GitHub issue or branch automatically.

Two bad options

One is the heavyweight tracker that rewards configuration and punishes teams who will not do it. Most teams inherit one of these rather than choosing it, and the workflow they work around every day was designed by somebody who left two years ago.

The other is the light tool that is a pleasure for a month and then runs out: no custom fields, no structure above the board, no way to answer what the team shipped last quarter.

What is actually here

Per-list statuses, so a review pipeline and a support queue do not share columns. Custom fields. Subtasks five levels deep. Tags, saved filters, bulk edits. Initiatives above spaces for planning that spans more than one project, on a quarterly timeline.

None of it requires a setup phase. There is no scheme to define before the first task.

GitHub, attributed to people

Tasks link to issues, branches and pull requests, with commit and pull request activity tracked against the task and diffs viewable without switching context.

The detail that matters: reads use a business token, writes use each member’s own. When an engineer closes an issue from a task, GitHub records that engineer. Integrations that authenticate as one connected account turn every action into a bot action, which makes the history far less useful exactly when you need it.

See GitHub integration.

An assistant that can actually drive it

Planner.day ships a built-in MCP server: 34 tools over streamable HTTP. Claude, or any MCP client, can create tasks, change status, assign work, search, comment, and read dashboards and analytics.

This is not a chat box that drafts text. It is the board exposed as a protocol, running through the same permission pipeline as the web interface. A token’s authority is its scope set intersected with its allowed workspaces, and no token can perform a super-admin action. Admins enable it per business, then per workspace.

Very little in this category has this, which is the honest reason to look at Planner.day rather than the feature count.

Automation that touches the repository

Workflow actions include creating a GitHub issue or branch, alongside the sixteen task actions and delivery over in-app, email, Slack and Google Chat. A triaged report can become a task and an issue in one step. See workflow automation.