Question 1

What is Linear MCP for ChatGPT and how does it work?

Accepted Answer

Linear MCP for ChatGPT is a connector that bridges Linear's project management platform with ChatGPT through Ravenala's Model Context Protocol client. It enables teams to interact with Linear issues, projects, and workflows using natural language conversations, making project management more intuitive and accessible.

Question 2

Can I create and update Linear issues directly through ChatGPT?

Accepted Answer

Yes, the Linear Connector for ChatGPT allows you to create new issues, update existing ones, assign team members, set priorities, and modify labels through conversational commands. Simply describe what you need, and the AI handles the Linear API interactions seamlessly behind the scenes.

Question 3

Does Linear AI integration work with custom Linear workflows?

Accepted Answer

Absolutely! The Linear MCP adapts to your existing workflows, custom fields, and team configurations. Whether you use sprints, cycles, or custom project structures, the connector respects your Linear setup and maintains consistency with your established processes and naming conventions.

Question 4

How secure is the Linear ChatGPT connection for sensitive data?

Accepted Answer

Security is paramount with Linear AI integrations. The MCP client uses secure API tokens, supports role-based permissions, and never stores sensitive Linear data. All communications are encrypted, and you maintain full control over what information ChatGPT can access from your Linear workspace.

Question 5

What Linear data can ChatGPT access through the connector?

Accepted Answer

ChatGPT can access issues, comments, projects, team members, labels, and milestones based on your permissions. The Linear Connector for ChatGPT respects your Linear access controls, so team members only interact with data they're already authorized to view in Linear itself.

Question 6

Can I generate Linear reports and analytics via ChatGPT?

Accepted Answer

Yes, the Linear AI integration excels at generating reports, sprint summaries, and performance analytics. Ask ChatGPT to analyze velocity, identify bottlenecks, create status updates, or track progress across projects. It transforms Linear data into actionable insights through natural conversation.

Question 7

Is coding knowledge required to set up Linear MCP for ChatGPT?

Accepted Answer

No coding required! Ravenala's Linear Connector for ChatGPT features a user-friendly setup process. Simply authenticate with your Linear account, configure permissions, and start chatting. The technical complexity is handled automatically, making it accessible for all team members regardless of technical background.

Question 8

Does the Linear AI connector support team collaboration features?

Accepted Answer

Definitely! Multiple team members can use the Linear MCP simultaneously, with proper permission isolation. The connector supports @mentions, team assignments, and collaborative workflows. Each user's ChatGPT interactions respect their individual Linear permissions and team roles for seamless collaboration.

Question 9

Can I automate recurring Linear tasks using ChatGPT commands?

Accepted Answer

Yes, the Linear Connector for ChatGPT enables powerful automation through conversational triggers. Create recurring issues, automatically assign tasks based on criteria, generate weekly reports, or set up notification workflows. Transform repetitive Linear management tasks into simple chat commands.

Question 10

What happens if Linear's API changes or updates occur?

Accepted Answer

Ravenala's Linear MCP for ChatGPT is actively maintained and automatically adapts to Linear API updates. The connector receives regular updates to ensure compatibility and feature parity. Users benefit from new Linear features without manual configuration or service interruptions.

Connect Linear to ChatGPT (OpenAI) to unlock the power of AI automation

Linear MCP tools

create-linear-attachmentCreates a new attachment and associates it with a specific, existing Linear issue.

create-linear-attachment

create-linear-commentCreates a new comment on a specified Linear issue.

create-linear-comment

create-linear-issueCreates a new issue in a specified Linear project and team, requiring a title and description, and allowing for optional properties like assignee, state, priority, cycle, and due date.

create-linear-issue

create-linear-issue-detailsFetches a Linear team's default issue estimate and state, useful for pre-filling new issue forms.

create-linear-issue-details

create-linear-labelCreates a new label in Linear for a specified team, used to categorize and organize issues.

create-linear-label

create-linear-projectCreates a new Linear project with specified name and team associations.

create-linear-project

delete-linear-issueArchives an existing Linear issue by its id, which is Linear's standard way of deleting issues; the operation is idempotent.

delete-linear-issue

get-all-linear-teamsRetrieves all teams from the Linear workspace without requiring any parameters.

get-all-linear-teams

get-attachmentsDownloads a specific attachment from a Linear issue; the `file name` must include the correct file extension.

get-attachments

get-current-userGets the currently authenticated user's id, name, email, and other profile information.

get-current-user

get-cycles-by-team-idRetrieves all cycles for a specified Linear team id; cycles are time-boxed work periods (like sprints) and the team id must correspond to an existing team.

get-cycles-by-team-id

get-linear-issueRetrieves an existing Linear issue's comprehensive details, including title, description, attachments, and comments.

get-linear-issue

list-linear-cyclesRetrieves all cycles (time-boxed iterations for work) from the Linear account; no filters are applied.

list-linear-cycles

list-linear-issuesLists non-archived Linear issues; if project id is not specified, issues from all accessible projects are returned.

list-linear-issues

list-linear-labelsRetrieves all labels associated with a given team id in Linear; the team id must refer to an existing team.

list-linear-labels

list-linear-projectsRetrieves all projects from the Linear account.

list-linear-projects

list-linear-statesRetrieves all workflow states for a specified team in Linear, representing the stages an issue progresses through in that team's workflow.

list-linear-states

list-linear-teamsRetrieves all teams with their members.

list-linear-teams

list-linear-usersLists all users in the Linear workspace with their ids, names, emails, and active status.

list-linear-users

remove-issue-labelRemoves a specified label from an existing Linear issue using their ids; successful even if the label isn't on the issue.

remove-issue-label

run-query-or-mutationWildcard action that executes any graphql query or mutation against the Linear API.

run-query-or-mutation

update-issueUpdates an existing Linear issue using its `issue id`; requires at least one other attribute for modification, and all provided entity ids (for state, assignee, labels, etc.

update-issue

comment-event-triggerTriggered when a comment is received.

comment-event-trigger

issue-created-triggerTriggered when a new issue is created.

issue-created-trigger

issue-updated-triggerTriggered when an issue is updated.

issue-updated-trigger

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Frequently Asked Questions