How to integrate Jira MCP with ChatGPT

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How to integrate Jira MCP with ChatGPT

ChatGPT is one of the most popular AI tools today, with capabilities ranging from deep research and image generation to writing, coding, and everyday productivity.

In this guide, I will explain the easiest and most secure way to connect your Jira account to ChatGPT via Composio Connect, so it can summarize unread updates from this morning, create draft replies to urgent messages, fetch contact details for recent senders, and more without ever putting your account credentials at risk.

Also integrate Jira with

Why use Composio over default connectors?

  • Apps with read and write access. Default connectors mostly can read your data. Composio's Jira integration lets ChatGPT take actions like creating drafts, sending updates, labeling records, and more.
  • 1,000+ SaaS toolkits out of the box. Composio gives you instant access to a vast catalog of pre-built connectors, from Gmail and Slack to Notion, Linear, and Salesforce.
  • One MCP server for every app. Connect any of your applications on demand through a single endpoint, rather than juggling a separate server for each app.
  • Smart, context-aware tool loading. Unlike traditional MCP servers that dump every available tool into the LLM context window, Composio searches for and loads only the tools relevant to the task at hand.
  • Cross-app automation. Chain actions across multiple apps in a single run - fetch a thread, summarize it in Notion, and post highlights to Slack without leaving the conversation.

Prerequisites

  • A ChatGPT account with Plus subscription or higher (Business, Enterprise, Edu, or Pro). We will use ChatGPT Web.
  • Access to the Jira workspace you want to connect.
  • Composio MCP.

Note: Composio connects through OAuth. You will be asked to sign in and approve specific permissions. Review the permission screen carefully if you are using a work account.

Step-by-step: Connect Jira to ChatGPT

1. Enable Developer Mode

In ChatGPT, go to Settings > Apps > Advanced settings and turn on Developer Mode.

ChatGPT settings showing Developer Mode toggle

2. Add the MCP server

Click Create app, then paste the Composio MCP server URL:

bash
https://connect.composio.dev/mcp
ChatGPT create app flow with Composio MCP URL

3. Authorize in your browser

A browser window will open automatically. Sign in to authorize ChatGPT to access your Composio account.

Composio authorization screen for ChatGPT MCP setup

4. Start using Composio

Composio tools are now available in ChatGPT chats and Deep Research. In every new chat, click the + icon at the bottom, click More, and select Composio to enable tools for that conversation.

What you can do after connecting Jira

  • Create a new bug in project Alpha
  • Assign issue JIRA-102 to Sarah Lee
  • Add comment to ticket JIRA-207 with update
  • Start a new sprint for the dev board

Security + privacy notes (important)

  • Use least-privilege access: Only grant permissions you actually need.
  • Review OAuth permissions before approving: Make sure requested scopes match what you expect Composio and ChatGPT to do.
  • Keep write actions human-reviewed: For actions like sending messages, creating labels, or editing drafts, keep manual confirmation enabled.
  • Be careful with sensitive data: Avoid using this setup with highly sensitive information unless allowed by your personal, company, or client policies.

Supported Tools & Triggers

Tools
Triggers
Add AttachmentUploads and attaches a file to a Jira issue.
Add CommentAdds a comment using Atlassian Document Format (ADF) for rich text to an existing Jira issue.
Add Users to Project RoleAdds users and optionally groups to a project role.
Add User to GroupAdds a user to a Jira group.
Add Watcher to IssueAdds a user to an issue's watcher list by account ID.
Add WorklogTool to add a worklog entry to a Jira issue.
Analyse Jira ExpressionAnalyses Jira expressions for syntax validation, type checking, and complexity analysis.
Assign IssueAssigns a Jira issue to a user, default assignee, or unassigns; supports email/name lookup.
Bulk Create IssuesCreates multiple Jira issues (up to 50 per call) with full feature support including markdown, assignee resolution, and priority handling.
Check User PermissionsCheck user permissions for global and project-level operations in Jira.
Create GroupCreates a new group in Jira with the specified name.
Create IssueCreates a new Jira issue (e.
Link IssuesLinks two Jira issues using a specified link type with optional comment.
Get JQL Autocomplete DataRetrieves JQL autocomplete reference data including reserved words, field names, and function names.
Create ProjectCreates a new Jira project with required lead, template, and type configuration.
Create SprintCreates a new sprint on a Jira board with optional start/end dates and goal.
Create VersionCreates a new version for releases or milestones in a Jira project.
Delete CommentDeletes a specific comment from a Jira issue using its ID and the issue's ID/key; requires user permission to delete comments on the issue.
Delete IssuePermanently and irreversibly deletes a Jira issue by its ID or key.
Delete VersionDeletes a Jira version and optionally reassigns its issues.
Delete WorklogDeletes a worklog from a Jira issue with estimate adjustment options.
Edit IssueUpdates an existing Jira issue with field values and operations.
Evaluate Jira ExpressionTool to evaluate Jira expressions using the enhanced search API.
Bulk Fetch IssuesTool to bulk fetch multiple Jira issues by their IDs or keys (max 100 per call).
Find Users 2Tool to find users in Jira by query string, account ID, or property search.
Find Users For PickerFind users for picker components by matching query against user attributes like display name and email.
Get All GroupsRetrieves all groups from the Jira instance with pagination support.
Get All Issue Type SchemesRetrieves all Jira issue type schemes with optional filtering and pagination.
Get all projectsRetrieves all visible projects using the modern paginated Jira API with server-side filtering and pagination support.
Get Issue StatusesRetrieves all issue statuses associated with workflows from Jira.
Get All UsersRetrieves all users from the Jira instance including active, inactive, app accounts, and system accounts, with pagination support.
Get AttachmentRetrieves the binary content of a Jira attachment by ID.
Get Attachment MetaTool to retrieve Jira attachment settings including upload limits and enabled status.
Get CommentRetrieves a specific comment by ID from a Jira issue with optional expansions.
Get ComponentTool to retrieve components from Jira projects with search and filtering.
Get Create Field Metadata for Issue TypeTool to retrieve field metadata for a specific issue type in a project.
Get Current UserRetrieves detailed information about the currently authenticated Jira user.
Get DashboardsTool to list and search Jira dashboards visible to the current user.
Get Favorite FiltersTool to retrieve favorite filters for the current user.
Get fieldsTool to retrieve Jira issue fields metadata.
Get custom fields paginatedTool to retrieve Jira fields in pages.
Get FilterRetrieves a specific Jira saved filter by ID, including its JQL and sharing metadata, to reuse in subsequent searches.
Get GroupRetrieves details of a specific Jira group by name or ID.
Get Service Management InfoRetrieves runtime information for the Jira Service Management instance.
Get IssueRetrieves a Jira issue by ID or key with customizable fields and expansions.
Get Create Issue MetadataTool to retrieve issue creation metadata for Jira projects.
Get Issue Edit MetaTool to retrieve editable fields for a Jira issue.
Get Issue Link TypesRetrieves all configured issue link types from Jira.
Get issue pickerTool to get issue picker suggestions from Jira.
Get Issue PropertyRetrieves a custom property from a Jira issue by key.
Get Issue ResolutionsRetrieves all available issue resolution types from Jira.
Get issue typesRetrieves all Jira issue types available to the user using the modern API v3 endpoint; results vary based on 'Administer Jira' global or 'Browse projects' project permissions.
Get Issue WatchersRetrieves users watching a Jira issue for update notifications.
Get JQL autocomplete reference dataTool to retrieve JQL autocomplete reference data.
Get JQL autocomplete suggestionsTool to get JQL field auto-complete suggestions.
Get My PermissionsTool to retrieve the user's permissions in Jira.
Get User Locale PreferenceTool to retrieve the locale preference of the currently authenticated Jira user.
Get PermissionsTool to retrieve all available Jira permissions.
Get Permitted ProjectsTool to retrieve projects where the current user has specific permissions.
Get ProjectRetrieves details of a Jira project by its ID or key.
Get Project RolesRetrieves all available roles for a Jira project.
Get Project TypeRetrieves detailed information about a specific Jira project type by its key.
Get Project VersionsRetrieves all versions for a Jira project with optional expansion.
Get Recent ProjectsRetrieves a list of projects recently accessed by the authenticated user.
Get Issue Remote LinksRetrieves links from a Jira issue to external resources.
Get Server InfoTool to retrieve Jira instance server information.
Get Service Desk Request Type FieldsTool to retrieve JSM request type field metadata for filling out portal requests.
Get System AvatarsTool to retrieve all system avatars for a specific type (issuetype, project, user, or priority).
Get TransitionsRetrieves available workflow transitions for a Jira issue.
Get Universal Avatar Type OwnerTool to retrieve all avatars (system and custom) for a specific type and entity in Jira.
Get Universal Avatar View TypeTool to retrieve the default avatar image for a specific type (project, issuetype, or priority) from Jira.
Get Avatar ImageTool to retrieve a specific avatar image by type and ID from Jira.
Get Issue VotesFetches voting details for a Jira issue; requires voting to be enabled in Jira's general settings.
Get WorklogsRetrieves worklogs for a specified Jira issue.
List All ProjectsTool to list all projects accessible to the user.
List BoardsRetrieves paginated Jira boards with filtering and sorting options.
List Comments by IDsTool to retrieve multiple comments by their IDs in a single request.
List Jira FiltersTool to search and list Jira saved filters (saved searches) visible to the current user.
List Groups (Picker)Tool to search and list groups using Jira's picker endpoint.
List Issue CommentsRetrieves paginated comments from a Jira issue with optional ordering.
List Project TypesRetrieves all Jira project types available in the instance.
List SprintsRetrieves paginated sprints from a Jira board with optional state filtering.
Move Issues to SprintMoves one or more Jira issues to a specified active sprint.
Parse JQL QueriesParse and validate JQL queries, returning their abstract syntax tree structure along with any errors or warnings.
Remove User from GroupRemoves a user from a Jira group.
Remove User from Project RoleRemoves a user or group from a project role.
Remove Watcher from IssueRemoves a user from an issue's watcher list by account ID.
Search Approximate CountCount issues matching a JQL query using approximate count endpoint.
Search DashboardsTool to search for Jira dashboards with filtering, sorting, and pagination support.
Search Issues Using JQL (GET)Searches for Jira issues using JQL with pagination and field selection.
Search issuesAdvanced Jira issue search supporting structured filters and raw JQL.
Send Notification for IssueSends a customized email notification for a Jira issue.
Transition IssueTransitions a Jira issue to a different workflow state, with support for transition name lookup and user assignment by email.
Update CommentUpdates text content or visibility of an existing Jira comment.

How to build Jira MCP Agent with another framework

FAQ

What are the differences in Tool Router MCP and Jira MCP?

With a standalone Jira MCP server, the agents and LLMs can only access a fixed set of Jira tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Jira and many other apps based on the task at hand, all through a single MCP endpoint.

Can I use Tool Router MCP with ChatGPT?

Yes, you can. ChatGPT fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Jira tools.

Can I manage the permissions and scopes for Jira while using Tool Router?

Yes, absolutely. You can configure which Jira scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do.

How safe is my data with Composio Tool Router?

All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Jira data and credentials are handled as safely as possible.

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Context
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai
Context
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai

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