Productivity & Project Management · Linear + Claude
Linear MCP with Claude: Run Issue Tracking and Sprint Planning in Plain Language
The short answer
Claude works with Linear through the Model Context Protocol (MCP), an open standard that gives Claude secure, permission-controlled access to the tool. Once connected, Claude can read issues and projects and, with approval, create, update, assign and comment on issues using natural language, while the team keeps control of every change.
What is Linear?
Linear is a modern issue tracking and project planning tool built for fast-moving product, engineering and operations teams. It helps teams organise work into issues, cycles and projects, streamline how work moves through stages, and keep priorities visible. Product managers, engineering leads, designers and support teams typically use it to plan sprints, track bugs and follow progress without heavy administration.
How Claude connects to Linear through MCP
The Model Context Protocol (MCP) is an open standard that works like a universal adapter between Claude and other software. It lets Claude use a tool such as Linear securely, reading information and taking actions, with permissions the organisation sets. Instead of copying data by hand, people can simply ask for what they need in ordinary language.
Once Linear is connected, Claude can typically read issues, projects and team activity, summarise progress, and find related work. With the right permissions, it can also help create new issues, update fields such as status and priority, assign owners and leave comments. A team lead might ask Claude to turn meeting notes into a set of tidy tickets.
Access is limited to what the organisation allows. Connections use either an OAuth sign-in or an API key, and access is granted with least privilege, so Claude only sees and changes what is needed. Consequential actions can require a person to approve them first, and activity can be logged so the team always knows who or what made a change.
What you can automate
Turning meeting notes into tickets
After a sprint planning call, a product manager pastes rough notes into Claude. Claude proposes a set of issues with titles, descriptions and suggested priorities. The manager reviews the list, and once approved, Claude creates the issues in Linear and assigns them to the right team members. This saves hours of manual entry and reduces missed action items.
Weekly progress summaries
A head of engineering asks Claude each Friday for a summary of what moved in the week. Claude reads recent issue activity and produces a short update covering completed work, blocked items and overdue tasks. The summary can be shared with leadership, keeping stakeholders informed without anyone compiling status reports manually.
Bug triage for support teams
Customer support staff describe a reported bug in plain language. Claude checks for existing similar issues, suggests whether it is a duplicate, and drafts a new issue with reproduction steps if needed. A developer then confirms the assignment. Triage becomes faster and duplicate work is reduced.
Keeping cycles on track
A delivery lead asks Claude which items in the current cycle are at risk. Claude highlights unassigned work, stalled issues and items with unclear status, and can add a comment to prompt the owner for an update. The lead stays focused on decisions rather than chasing updates.
Onboarding new team members
When a new engineer joins, a team lead asks Claude to gather the open issues tagged for onboarding and summarise the context behind each one. Claude can also comment with links to relevant background, helping the new starter understand priorities quickly.
An end-to-end workflow: Customer feedback to sprint backlog
TriggerA customer success manager logs a feature request in the support system and marks it as high impact.
Claude reads the feature request from the support ticketing system and summarises the customer's problem.
Claude searches Linear for existing issues or projects that cover the same need.
If no match exists, Claude drafts a new Linear issue with context, suggested priority and a proposed owner.
The product manager reviews the draft in Claude and approves it.
Claude creates the issue in Linear, assigns it to the right team and posts a comment linking back to the support ticket.
Claude confirms the update to the customer success manager and records the activity.
OutcomeCustomer requests reach the sprint backlog within minutes instead of days, with clear context and a traceable link back to the original customer. Typical results depend on existing processes and team habits.
How we set it up
Free automation audit
We review how your team uses Linear today and identify the workflows most worth automating, such as ticket creation from meetings or status reporting. You leave with a clear, prioritised list at no cost.
Secure connection design
We choose the right connection method for your organisation, either OAuth sign-in or an API key, and set up least-privilege access so Claude can only do what the workflow requires.
Workflow design and approvals
We design the end-to-end process across Linear and your other systems, such as Microsoft 365, CRM or ticketing tools. Consequential actions are set to require human approval.
Testing and launch
We test the workflow against real past issues and cases, then launch with monitoring and audit logs so every change can be traced.
Team training
We train your team on how to use Claude with Linear, explain the approval steps, and hand over documentation so the workflow continues to work as your processes change.
Who benefits
- Product managers
- Turn discussions and notes into well-structured issues in minutes, with less manual data entry.
- Engineering leads
- Get clear progress summaries and spot blocked or at-risk work without chasing status updates.
- Support and customer success teams
- Route customer problems into the right Linear issues quickly, with context attached.
- Operations and IT heads
- Gain a governed, auditable way for AI to work with project data, with access controlled centrally.
Security and control
- Least-privilege access so Claude only reads and changes what the workflow needs.
- Human approval required before consequential actions such as bulk changes or reassignments.
- Audit logs that record what was created, updated or commented on, and by whom or what.
- Choice of OAuth sign-in or API key, managed according to your security policies.
- Regular review of permissions as projects, teams and responsibilities change.
For teams in the US, UK, India and the Middle East
Organisations in the United States and the United Kingdom can set up Claude connections that align with their existing data protection obligations. In India, workflows are designed with the Digital Personal Data Protection Act, 2023 in mind. Organisations in the UAE and Saudi Arabia benefit from designs that respect local data protection laws. Hosting region is chosen during design to meet your specific requirements.
Learn more about Claude and MCP
Anthropic's AI model and assistant.
Secure links between Claude and business tools.
How engineers build and change software with Claude.
Hosted agents that run multi-step work.
The open standard Claude uses to connect to tools.
Frequently asked questions
What does the Linear MCP server do?
The Linear MCP server acts as a secure bridge between Claude and your Linear workspace. It lets Claude read issues and projects and, where permitted, take actions such as creating or updating issues and adding comments. It works through the Model Context Protocol, so access is defined and limited by the organisation rather than open-ended.
Is connecting Claude to Linear secure?
Security depends on how the connection is set up. We use either OAuth sign-in or an API key, apply least-privilege access and require approval for consequential actions. Activity can be logged for audit. We design each connection around your security policies rather than applying a one-size-fits-all setup.
What can Claude actually do in Linear?
Typically, Claude can help search and summarise issues, draft and create new issues, update fields such as status, priority and assignee, and post comments. Exactly what it can do is set by the permissions you grant, so you decide which actions are allowed and which need approval.
How long does setup take?
Many straightforward connections can be designed and tested within a few weeks. Timing depends on how many systems are involved, how complex your approval rules are and how much testing your team requires. The free automation audit gives a realistic timeline for your situation.
Which plan or permissions do I need in Linear?
In general, you need a Linear account with permission to access the workspace and the projects you want Claude to use, and the rights to create a sign-in or API key. The exact requirements depend on your Linear setup and internal policies, so we confirm them during the audit.