Use ClickUp with AI via MCP
ClickUp combines tasks, documents, goals and time tracking in a single application. For AI use there is an official MCP server at `mcp.clickup.com/mcp` – currently in public beta, so usable in practice but still evolving.
What is ClickUp?
ClickUp is a productivity platform that brings task management, documents, whiteboards, goals, time tracking and dashboards under one interface. Its structure follows a hierarchy of workspace, spaces, folders, lists and tasks, while views such as list, board, Gantt or calendar present the same data differently. It is used by small teams as well as companies that prefer to run as few separate tools as possible.
For AI agents, the appeal lies in that density: because tasks, descriptions, comments and docs sit in the same workspace, both subject-matter and status questions can be answered from one source. An agent can relate a concept document to the tasks derived from it without anyone lining the two up manually.
Connection at a Glance
- MCP server
- Official (ClickUp), remote – public beta
- Endpoint
- mcp.clickup.com/mcp
- Transport
- Streamable HTTP
- Authentication
- OAuth 2.1 with PKCE
- Operating model
- SaaS
- Availability
- Enabled for all plans
How to Connect ClickUp to CompanyGPT
ClickUp operates an official remote MCP server at mcp.clickup.com/mcp, reachable via streamable HTTP. The server is in public beta – generally accessible, but with possible changes to tools and behaviour. We state that plainly because it matters for rollout planning; for pilots and day-to-day use in manageable teams the connection is already solid.
Sign-in uses OAuth 2.1 with PKCE and is, according to the vendor, available across all plans. Each user authorizes their own ClickUp account, and the permissions granted there for spaces, folders and lists continue to apply unchanged.
In CompanyGPT, your administrators enable the integration for specific roles or groups and define which tools an agent may use. That also gives you an organizational answer to the beta status – for instance by granting access to a pilot team first.
Typical Use Cases
How AI agents in CompanyGPT work with ClickUp
Sprint status on demand
A product owner asks which tasks in the current iteration are still open, who owns them and which ones have not moved for days.
Link concept and execution
The agent compares a ClickUp doc with the related lists and points out items from the concept that have no task yet.
Turn customer requests into tasks
From an email or a call summary, the assistant creates a task in the right list – with description, priority and due date.
Frequently Asked Questions
ClickUp and AI – the most important answers
Is the ClickUp MCP server official?
Yes, ClickUp provides it itself at mcp.clickup.com/mcp. It is however in public beta: generally accessible, but still under active development, so changes to the feature set are possible.
Can we use the integration in production despite the beta status?
In many cases yes – but we recommend a staged rollout. Start with a pilot team, validate the workflows that matter to you, then widen access through role management in CompanyGPT.
Do we need a specific ClickUp plan?
No. According to the vendor, MCP access is enabled across all plans. What an agent may actually see depends on the individual user account and its permissions in the workspace.
How does sign-in work?
Via OAuth 2.1 with PKCE. Every employee connects their own ClickUp account, and the agent works strictly with that account's rights on spaces, folders and lists.
Does our data stay in our own environment?
CompanyGPT runs as an isolated instance in your cloud tenant and calls the ClickUp endpoint directly. No additional copy of your project data is created at a third party; how ClickUp itself stores data is governed by your contract with the vendor.
Related Integrations
Project Management & Collaboration
ClickUp and Your AI – GDPR-Compliant with CompanyGPT
CompanyGPT is the enterprise AI assistant in your own cloud tenant: all relevant AI models, your company data and integrations like ClickUp – centrally managed, with roles and permissions. We set up the connection together with you.
ClickUp is a trademark of its respective owner (ClickUp (Mango Technologies, Inc.)). Its mention describes compatibility and does not imply any partnership or endorsement. Availability and scope of the connection depend on the respective vendor.