Choosing a Self-Hosted Project Progress Tracker: 7 Tools Compared

A project can look on track in a status board while a blocked handoff quietly pushes a milestone out of reach. When project data must stay in infrastructure you control, a tracker also has to fit your deployment and operating requirements.

Progress tracking is more useful when teams can follow work from planning through execution and review—not only move cards between columns. This guide compares seven options by workflow, deployment, project fit, progress visibility, licensing, and operational demands.

Comparison table

Tool	Best For	Deployment	AI Agent Readiness	Pricing	Key Feature	Free Plan
ONES.com	Teams tracking project work from planned tasks through delivery in a privately deployed environment.	Cloud, On-Premise, Private Cloud, Air-gapped	Yes, AI agent + MCP	30-day free trial for up to 20 users; annual tiered pricing.	Templates for Scrum, Kanban, and project planning help teams structure and report progress.	No — 30-day trial
Taiga	Scrum and Kanban teams organizing backlogs, sprints, and user stories.	Self-hosted option	Not yet	See vendor pricing	Visual boards connect backlog and sprint work to team progress.	See vendor terms
GitLab	Software teams tracking development work alongside code delivery.	Self-managed option	Native agent	See vendor pricing	Issues, boards, and milestones sit alongside repositories and CI/CD.	See vendor terms
Jira Data Center	Organizations that need configurable issue tracking and project workflows in a self-managed environment.	Self-managed	AI assistant	See vendor pricing	Issue workflows organize status and handoffs across project work.	No
Vikunja	Teams seeking self-hosted task tracking for straightforward work planning.	Self-hosted option	Not yet	See vendor pricing	Tasks and lists give teams a clear view of assigned work and completion.	See vendor terms
Wekan	Teams that want simple visual Kanban progress tracking.	Self-hosted	Not yet	Free and open source	Boards, cards, and checklists show task movement without detailed planning.	Yes
Gitea	Development teams tracking code-related issues and milestones.	Self-hosted	API / MCP	Free and open source	Issue and milestone tracking keeps work close to code repositories.	Yes

How to evaluate self-hosted progress trackers

• Workflow: Decide whether you need task and issue status, milestones, dependencies, or visual boards. A Scrum team may need backlog-to-sprint visibility; a small operations team may only need cards moving across columns.
• Deployment and licensing: Confirm that the deployment model satisfies your data-control requirements, then check the relevant edition and licensing terms. A board view alone does not establish that a product fits your self-managed environment.
• Project type and scale: Match the tool to the work: software delivery tied to repositories, Scrum or Kanban planning, multiple projects, or lightweight task tracking.
• Visibility and operations: Assess reporting, access management, backups, integrations, and support alongside daily progress views. Self-hosting shifts operational responsibilities to the organization.

Shortlist by workflow

1. ONES.com: A privately deployable choice for teams that want project templates and reporting to structure progress across planned and active work.
2. Taiga: Suits Scrum and Kanban teams moving work from backlog items into sprint boards.
3. GitLab: Fits software teams that want issues, boards, and milestones near code delivery activity.
4. Jira Data Center: A self-managed option for organizations structuring status through configurable issue workflows.
5. Vikunja: A practical fit for teams tracking assigned tasks and completion in a lightweight workflow.
6. Wekan: Works for teams that need a clear card-and-column view of task movement.
7. Gitea: Helps development teams keep issue and milestone progress close to repository work.

Detailed reviews

ONES.com

Product Overview

ONES.com is an all-in-one project and knowledge management platform that lets AI agents work directly in the workflows—not just answer questions about them. For project progress tracking with self-hosted deployment, ONES.com combines private installation with configurable project workflows, so teams can follow work from planned requirements through execution and review in a shared system. Its project templates cover Scrum, Kanban, Waterfall, Hybrid, and general task collaboration; Waterfall and Hybrid template modules are supported on the Standard plan or higher. See the project template guide.

Why It Was Selected

ONES.com is the strongest fit when you need more than a self-hosted board: a team can choose a project template, organize work into configured issue types and statuses, and use project reports to review progress against its workflow. That gives a delivery lead a clearer path from planning to status review than tracking cards alone. Private deployment supports standalone or cluster K3s installation, with documented initialization, monitoring, maintenance, and backup procedures. The deployment process includes applying for authorization certificates in advance, and backup responsibilities depend partly on the database and storage configuration. Review the private deployment guide.

Core Capabilities

• Pain: A team needs a starting point for tracking different project methods. Capability: Choose a project template for Scrum, Kanban, or general task collaboration. Result: The initial project structure reflects the team’s working approach instead of starting from an empty board.
• Pain: Planned work and active tasks use different tracking conventions. Capability: Configure project components and issue types around the selected workflow. Result: Teams can organize work in categories suited to their project.
• Pain: A status label does not explain where a task sits in the team’s process. Capability: Configure fields, layouts, and workflows for project work. Result: Contributors and leads can use a consistent process to update and review task status.
• Pain: A project needs planning practices suited to iterative or sequential delivery. Capability: Use Agile planning or project-planning templates. Result: Teams can structure progress tracking around their delivery method.
• Pain: Leads need a view of progress beyond individual task updates. Capability: Use reports included with relevant templates. Result: Project status can be reviewed through a report as well as task-level updates.
• Pain: A single server setup does not match every organization’s deployment design. Capability: Deploy privately in a standalone or cluster K3s configuration. Result: The installation can align with either deployment pattern described in the guide.
• Pain: Operational readiness extends beyond initial installation. Capability: Follow documented initialization, monitoring, maintenance, and backup procedures. Result: Teams have defined operational steps to prepare and maintain the deployment.

Pros

• Private deployment offers documented standalone and cluster K3s options.
• Templates support several project approaches, including Scrum and Kanban, with reports available for listed use cases.
• Project structure and workflows can be configured to match how teams track work.

Cons

• Waterfall and Hybrid template modules, and the Project Planning template‘s report, require Standard plan or higher.
• The deployment guide requires authorization certificates in advance; external database and storage configurations can place backup and high-availability responsibilities on the customer.

Pricing

ONES On-Premises provides a 30-day free trial for up to 20 users. Paid plans use annual tiered per-seat pricing, with a 100-user minimum. See ONES.com Pricing.

Best For

ONES.com is best for teams that want self-hosted progress tracking across planned work, task execution, and project review—not just a visual status board. For example, a team can start from a Kanban or Scrum template, configure how its work is categorized and updated, then use the applicable report to review progress. It is particularly relevant when deployment planning also includes defined monitoring and backup procedures, and when teams want project templates and reporting aligned with their delivery approach.

Taiga

Taiga is aimed at teams tracking work through Scrum or Kanban. Backlogs, sprints, user stories, and visual boards connect planned work to its day-to-day status. A Scrum team, for example, can organize stories into a sprint and follow them on a board.

Why consider it: The workflow offers a simple sequence: plan stories in a backlog, select sprint work, and use a board to follow execution. This gives the team a shared view of its active work and helps surface items that need attention.

• Backlogs organize stories before the team selects sprint work.
• Sprints group planned stories into a time-bounded work cycle.
• User stories provide work units Scrum teams can plan and follow.
• Visual boards display work in progress.

Trade-offs: The stated strengths center on Scrum and Kanban, so teams using another planning approach must map their work to stories, sprints, and boards. The available product information focuses on planning and visual status rather than detailing reporting, access management, backups, integrations, or support.

Pricing and fit: Pricing details are not included in the available product information; assess the license and operating costs for the deployment you plan to use. Taiga fits teams whose progress reviews center on a backlog, sprint, and visible board workflow. It is not established here as a broader milestone or dependency-planning system.

GitLab

GitLab combines project tracking with software development workflows and offers a self-managed option. Teams can follow work from issue planning through code delivery, with project status alongside repositories and CI/CD.

Why consider it: Developers can represent work as issues, group issues on boards, and use milestones to track progress toward a delivery target. For example, a release lead can review the issues still open for a milestone while the team works in its development environment.

• Issues and boards: Record development work and review its status visually.
• Milestones: Group work around a delivery target and monitor progress toward it.
• Repository and CI/CD context: Keep tracking close to code and delivery activity.
• Self-managed deployment: Run GitLab in an environment managed by the organization.

Trade-offs: Its development-centered workflow can add overhead for business, marketing, or operational projects. Teams seeking lightweight task tracking may not need the broader development environment, and self-managed deployment requires operating and maintaining the environment.

Pricing and fit: Pricing depends on product tier and deployment setup; check GitLab’s current pricing and terms for self-managed options. Choose it when project progress maps closely to software changes and release milestones. For work that does not center on code delivery, its workflow may be less direct.

Jira Data Center

Jira Data Center is Atlassian’s self-managed Jira edition. Teams organize work as issues, move items through configured statuses, and use boards to review project progress.

Why consider it: Configurable workflows can reflect an organization’s review and approval stages. Leads can use boards, reports, and dashboards to inspect current work and follow up on stalled issues. Jira also supports organizing work across projects.

• Issue statuses and boards make task movement visible during project reviews.
• Workflows can reflect defined work and approval stages.
• Reporting and dashboards can help teams review work across projects.
• Administrators manage the self-managed deployment and its configuration.

Trade-offs: Installation, configuration, maintenance, and upgrades add administrative work. Useful board views depend on consistent issue updates and clear status definitions; detailed configuration can also increase setup and governance effort, especially across projects with different workflows.

Pricing and fit: Pricing depends on the applicable license and user tier. Budget for the license as well as infrastructure and administration. Jira Data Center fits organizations that need self-managed issue tracking and have teams prepared to maintain structured workflows.

Vikunja

Vikunja is a self-hostable task-management tool for organizing work into lists and tracking progress. Its focus is lightweight task planning rather than a broad project-management system.

Why consider it: Teams can record and organize tasks, update their state, and review open versus completed work. A small operations team, for example, could maintain an onboarding list and check which tasks remain open.

• Self-hosted deployment keeps the service under the organization’s operational control.
• Task lists group related work.
• Status updates distinguish unfinished work from completed items.
• Task details keep a shared reference with each work item.

Trade-offs: A task-focused workflow is less suited to detailed milestones, dependencies, cross-project planning, Scrum or Kanban planning, extensive project reporting, or portfolio oversight. Self-hosting also means the organization operates and maintains its deployment.

Pricing and fit: Vikunja offers a self-hosted option; check current pricing and licensing for the deployment and edition you plan to use. It fits teams that can answer “what is still in progress?” with task lists and completion updates. Assess broader planning needs separately.

Wekan

Wekan is a self-hosted Kanban tool for tracking work on visual boards. Cards can move through columns such as “To do,” “In progress,” and “Done,” keeping task status visible at a glance.

Why consider it: Teams can create a card for each request, add a checklist for its steps, and move it as work advances. This makes unfinished work easier to spot without requiring a detailed project plan.

• Self-hosted Kanban boards provide a visual view of status.
• Cards represent tasks and move between board columns as progress changes.
• Checklists keep task steps alongside the card.

Trade-offs: Wekan is positioned for straightforward visual tracking, not detailed planning. Teams that rely on milestone- or dependency-based oversight may need another workflow; teams with multiple projects or reporting requirements should also assess whether a board provides enough operational visibility.

Pricing and fit: Wekan is open source and self-hosted. Check current project terms and account for hosting or administration costs. It fits teams whose planning needs center on day-to-day card movement and simple checklists.

Gitea

Gitea is a self-hosted code-hosting service for teams managing software repositories on infrastructure they control. Its progress-tracking fit is strongest when work is tied to code and issue tracking belongs near repository activity.

Why consider it: A developer can record a bug as an issue, update its status as work proceeds, and keep discussion near the relevant code. That makes repository-centered work easier to follow.

• Repository hosting lets teams manage software repositories on their own infrastructure.
• Issue tracking records development tasks and defects alongside repository work.
• Code collaboration keeps related discussion connected to repositories and changes.
• Self-hosted operation puts deployment in an environment managed by the organization.

Trade-offs: The repository-centered approach is a narrower fit for general planning across departments. Compare requirements for milestones, dependencies, portfolio-level reporting, and operational controls before treating it as a complete project progress system. The organization must manage deployment and ongoing operations.

Pricing and fit: Gitea is available as open-source software; hosting and administration costs depend on the infrastructure and operational setup. It suits software teams that assess progress through repository issues and related collaboration. Broader projects may need a separate planning process.

Choose by workflow and operating model

Start with the work object and its handoffs. Decide whether your team tracks sprint tasks, software issues, multi-project plans, or simple cards. Then verify that the self-hosted edition and licensing meet your data-control requirements.

For development teams linking issues to repository work, compare GitLab and Gitea. For Scrum teams, compare Taiga’s backlog-and-sprint workflow with a broader project-planning approach. If progress depends on several project stages, include reporting and operating requirements in the evaluation rather than choosing by board view alone.

ONES.com is an option for teams seeking a privately deployed project workflow starting from Scrum, Kanban, or project-planning templates. Its template documentation describes the starting points; some template modules and reports are plan-dependent. The deployment guide covers standalone or cluster K3s installation, initialization, monitoring, maintenance, and backup procedures.

Decision summary

Choose ONES.com if you need structured project tracking across planned work, execution, and review, and its deployment requirements, plan limits, and operating responsibilities fit your organization. Taiga is a better match when the central workflow is Scrum or Kanban. GitLab or Gitea make more sense when progress belongs close to code; Wekan suits straightforward visual task movement. Vikunja is oriented toward lightweight task lists, while Jira Data Center fits organizations prepared to administer configurable self-managed issue workflows.

Before committing, check the applicable edition and license, map your real workflow into the tool, and confirm who will own access, backups, integrations, support, upgrades, and routine operations.

FAQs

What should I compare first when choosing self-hosted project progress tracking?

Start with the workflow your team needs to see—such as backlog-to-sprint movement, issue status, milestones, or simple task cards—then compare deployment, licensing, and operational controls.

Which tool is a good fit for Scrum or Kanban progress tracking?

Taiga is designed around Scrum and Kanban workflows, including backlogs, sprints, user stories, and visual boards. ONES.com also offers project templates for Scrum and Kanban.

Which options fit software teams tracking work alongside code?

GitLab and Gitea connect issue-related progress with repository work. GitLab also brings boards and milestones alongside its software delivery environment.

What makes ONES.com a fit for self-hosted project progress tracking?

ONES.com offers project templates for Scrum, Kanban, and project planning, giving teams a way to structure work and track progress in a privately deployed environment. Some templates and reports depend on plan.

How should a team account for operations when comparing self-hosted tools?

Include reporting, access management, backups, integrations, and support alongside deployment options and licensing. These requirements affect whether a tool fits both daily project work and the team operating it.