5 Most Popular Open-Source AI Project Management Tools on GitHub

We previously compiled Top 10 Open Source Project Management Tools with the Most GitHub Stars. This type of content has been widely bookmarked and discussed, and self-hosted, open-source project management tools remain a practical requirement for many teams.

Recently, however, discussions in the Reddit project management community show that more users are focusing on a more direct question — can AI meaningfully support the day-to-day work of project management?

In these discussions, many users have begun sharing their hands-on experience:

Many teams are already using AI to automatically summarize meeting notes and extract action items and task lists from discussions.
AI is being used to structure project documentation and internal knowledge bases, reducing the time spent searching for information and minimizing repetitive communication.
Some users are experimenting with using AI for task breakdown, prioritization, and early project risk detection.

The division of project management work is gradually evolving, with AI increasingly handling information organization and analytical tasks. As a result, teams are shifting their expectations of AI from simply improving efficiency to actively supporting core business workflows.

For this reason, this article does not provide a general overview of project management tools. Instead, based on official product information, it selects the TOP 5 open-source tools under the GitHub project management topic that have already integrated AI capabilities or are actively advancing AI-driven collaboration. The article focuses on analyzing their AI features and their practical applications in project management scenarios.

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Recommended Tool List

NocoBase — An open-source platform for enterprise application development that enables teams to build highly customizable project management systems, with AI integrated into business workflow execution.

Huly — An integrated collaboration platform where AI is primarily used for communication summarization and knowledge management.

ERPNext — A process-oriented enterprise project management system where AI supports business data organization and automated project reporting.

Plane — An agile planning tool where AI assists with requirement breakdown and iteration management.

AppFlowy — A document-centric collaboration tool where AI supports document structuring and knowledge management

No 5 NocoBase

1. Key Information

Official website: https://www.nocobase.com

GitHub: https://github.com/nocobase/nocobase

GitHub Stars: 21.4k

2. Overview

Unlike traditional project management tools, NocoBase is not built around predefined project workflows. Instead, it is an open-source AI-powered no-code/low-code development platform based on data modeling, enabling teams to build project management, collaboration, or delivery management systems tailored to their own business processes.

From a project management perspective, NocoBase is particularly suited for:

Building fully customized project management systems
Managing cross-process business collaboration
Supporting complex delivery processes and multi-role coordination

The platform provides built-in components such as tables, kanban boards, calendars, forms, and workflow automation, which can be flexibly combined to support agile, kanban, or hybrid project management approaches.

NocoBase introduces a core concept known as AI Employees. These digital teammates are designed to understand business data, interface structures, and workflows. Beyond generating content, they can also perform real operational tasks, such as querying databases, updating task statuses, and automatically completing forms.

3. AI Capabilities

Information Structuring and Content Generation

After requirement discussions or meetings, AI Employees can help transform discussion content into structured requirements or actionable summaries, enabling teams to move forward more efficiently.

Business Data Access and Operations

During project execution, AI Employees can access system data within permission boundaries, assist with completing task information, updating execution records, and maintaining related data. This helps reduce repetitive manual input and cross-system data synchronization.

Workflow Collaboration and Process Automation

AI can act as an intelligent workflow node to help drive process execution. In approval workflows, task transitions, or delivery processes, AI can perform data processing and business actions based on workflow triggers. This allows workflows to operate beyond fixed rules by leveraging business context to automatically move tasks forward, reducing the need for manual handoffs between teams.

No 4 Huly

1. Overview

Huly is an open-source all-in-one team collaboration platform designed to replace tools such as Linear, Jira, Slack, and Notion by consolidating task management, communication, document collaboration, and process management into a single system.

From a project management perspective, Huly is well suited for:

Agile development collaboration
Task management for engineering teams
Project management with tightly integrated communication and collaboration

Compared with standalone task management tools, Huly focuses on building a unified collaboration workspace where teams can plan tasks, communicate, manage documentation, and drive projects forward within the same environment.