MCP server category
Project management MCP servers: comparison and full list
The Project management category lists 16 open-source MCP servers, checked on GitHub. The best scored on our grid are Kaneo, Mondaycom MCP, and MCP server 12306. 100% received a commit in the last three months.
What Project management MCP servers are for
Project management MCP servers connect an AI agent to your team's tasks, projects and work tracking information. They support project leads, operations teams and people coordinating shared activities. Depending on the server, you can review tasks, update their organization or prepare a progress report. Kaneo describes task, project and label management. Autotask provides access to resources including tickets, projects and time entries. A practical request might be: “Review the tasks in this project and prepare a summary of dependencies that need a decision.” The agent's view depends on the connected workspace, the available tools and the permissions you grant.
Example uses:
- Prepare a progress update from the tasks and projects available through Kaneo.
- Inspect task dependencies in Saga MCP to identify blockers recorded in the project.
- Review Autotask tickets and time entries before preparing a project status discussion.
- Organize tasks and notes associated with a sales opportunity in your Attio workspace.
The category in figures
Of the 16 servers in the category (0% of the directory), 6 are official vendor implementations, 94% declare a licence, 4 offer a remote server and 7 need at least one API key or token according to the MCP registry. The median repository has 15 stars.
All Project management MCP servers
Click a header to sort. Score out of 100: adoption, maintenance and framework (licence, registry, official status); risk: system access, secrets, licence, abandonment.
| Server | Stars | Last commit | Licence | Risk | Score |
|---|---|---|---|---|---|
| Kaneo Official MCP server for Kaneo: manage tasks, projects, and labels from Claude and other MCP clients | 9,577 | Oct 24, 2026 | MIT | moderate | 85 |
| Mondaycom MCP MCP server for monday.com integration. | 435 | Oct 22, 2026 | MIT | low | 77 |
| MCP server 12306 An MCP server that provides 12306 ticket query | 414 | Sep 30, 2026 | MIT | low | 71 |
| Attio MCP Server (kesslerio) AI-powered Attio CRM access. Manage contacts, companies, deals, tasks, notes and workflows. | 69 | Oct 16, 2026 | — | high | 59 |
| Autotask MCP server for Kaseya Autotask PSA — companies, tickets, projects, time entries, and more. | 58 | Oct 21, 2026 | Apache-2.0 | moderate | 63 |
| Saga MCP Jira-like SQLite project tracker: projects, epics, tasks and subtasks, dependencies with auto-blocking, threaded comments, templates and act | 40 | Oct 7, 2026 | MIT | low | 66 |
| Pm copilot Combine Help Scout tickets and ProductLift feature requests into prioritized product plans, scoring themes by cross-source convergence and s | 30 | Oct 22, 2026 | MIT | low | 60 |
| MCP server polarion Polarion ALM: documents as Markdown, Lucene or SQL search, traceability link traversal, and work item and comment management with dry-run wr | 17 | Oct 24, 2026 | MIT | moderate | 62 |
| Procore MCP server Full Procore REST API access for construction project management via discovery and execution tools: projects, RFIs, submittals, daily logs, | 12 | Aug 21, 2026 | MIT | low | 51 |
| Epoch Software estimation: PERT, COCOMO II, Monte Carlo, sprint forecasting, token-to-time and cost mapping, and schedule-risk analysis. | 8 | Oct 19, 2026 | Apache-2.0 | low | 65 |
| Workfile ◆ Backlog, docs, history and memory as Markdown in the repository, versioned with the code, with card claims so parallel agents don't edit the | 3 | Oct 1, 2026 | MIT | low | 65 |
| Loupe ◆ Turn Loupe visual feedback into a backlog: list pinned comments, read each with its element's HTML, computed styles and screenshot, and upda | 2 | Oct 8, 2026 | MIT | low | 58 |
| Kelvia ◆ Operate the Kelvia task manager: boards, tasks, sprints, member roles, worklogs and a time-blocking day planner. | 1 | Sep 27, 2026 | MIT | moderate | 60 |
| AIOProductOS MCP ◆ Product management: link customer feedback to features, releases and objectives, with roadmap-drift detection and funnel, retention, NPS and | 0 | Jul 30, 2026 | MIT | moderate | 55 |
| MCP server zuuna ◆ Zuuna developer project management: read and update boards, cards and comments, with cards moved automatically by git activity when PRs merg | 0 | Sep 26, 2026 | MIT | moderate | 60 |
| Fenbs MCP ◆ fenbs project board where people and AI assistants are members with roles: tasks, decisions with sign-off, testing notes and project rules, | 0 | Oct 1, 2026 | MIT | low | 55 |
Official servers
Published by the service's own vendor (per the awesome-mcp-servers list): they usually track the API closely and are better maintained.
- Workfile 3 ★
- Loupe 2 ★
- Kelvia 1 ★
- AIOProductOS MCP 0 ★
- MCP server zuuna 0 ★
- Fenbs MCP 0 ★
Choosing and securing
Check that the server supports your work objects and required operations. Look for a clear distinction between reading, creating, editing and deleting. Review official or community ownership, maintenance and compatibility with your service version. Compare permissions, error handling, activity logs and recovery options. Hosting arrangements and license terms also matter when deciding whether the integration fits your team's working environment.
Project workspaces hold internal plans, customer information and potentially confidential documents. Changing a task, dependency or time entry can affect other people's work. Restrict access to the projects needed and approve bulk changes before execution. Protect integration tokens. Comments and descriptions may contain malicious instructions, so their contents must not grant the agent additional authority or redirect its assigned task.
Before connecting a server to an agent with access to your data, run the AI agent security check.
Most recent
- Fenbs MCP created September 28, 2026
- MCP server zuuna created September 18, 2026
- Kelvia created August 10, 2026
- Workfile created July 30, 2026
- AIOProductOS MCP created July 10, 2026
Other categories
Learn more
Frequently asked questions
What is the best Project management MCP server?
On our grid (adoption, maintenance, framework), Kaneo (85/100), Mondaycom MCP (77/100), and MCP server 12306 (71/100) come first. The right choice mostly depends on the service you need and the rights you are willing to grant.
Are these servers free?
94% declare an open-source licence and are free to use. 7 need an API key: the connected service may be paid.
Can the agent update every task in a project?
That depends on the available tools and account permissions. Before a bulk update, request a list of proposed changes and affected tasks. Check project rules and possible notifications. Human approval is useful when changes affect ownership, deadlines or dependencies, especially when other people rely on the current plan.
Do these servers replace my project management application?
They usually provide an interface between your agent and an existing application, or storage maintained by the server itself. Their functions may cover only part of your workflow. Keep a clear source of record and check how changes appear in the application your team uses each day.
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Neutrality. No affiliate links. No vendor pays to be reviewed, rated or ranked. Reviews are directed by François Chollet, neutral and factual, and every data point is dated and sourced. How we score