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Jira is Atlassian’s project tracking platform for agile teams. The Jira MCP server lets you create projects, file issues, update tickets, and manage users using natural language.

What Can It Do?

  • Create and manage projects for teams or initiatives
  • File, update, and transition issues without opening Jira
  • Search with JQL to find issues across your workspace
  • Manage users and groups for permissions

Where to Use It

Add Jira as a tool to any agent. The agent can then manage your development workflow conversationally, choosing the right actions based on context. To add an MCP tool to your agent:
  1. Open your agent’s configuration
  2. Click Add toolsConnect an app with MCP
  3. Search for the integration and select it
  4. Authenticate with your account
You can control which tools your agent has access to. After adding an integration, click on it to enable or disable specific tools based on what your agent needs.

In Workflows (Via Agent Node)

For automated pipelines, use an Agent Node with Jira tools. This gives you the flexibility of an agent within a deterministic workflow.

As a Custom MCP Node

You can also create a standalone MCP node for a specific action. This generates a reusable node that performs one task, useful when you need the same operation repeatedly in workflows.
To create a custom MCP node:
  1. Go to your node library and search for the integration
  2. Click Create a node with AI
  3. Describe the specific action you want (e.g., “Create a bug in project APP”)
  4. Test the node and save it for reuse
Custom MCP nodes are single-purpose by design. For tasks that require multiple steps or dynamic decision-making, use an agent instead.

Available Tools

ToolDescription
Create ProjectSet up a new Jira project
Get ProjectRetrieve project metadata
Update ProjectModify project details
Delete ProjectDelete a project
List ProjectsList all accessible projects
Create IssueCreate a new issue, bug, or story
Get IssueRetrieve issue details
Update IssueModify issue fields
Delete IssueRemove an issue
Transition My IssueMove an issue to a new status
Search IssuesSearch using JQL
Comment On IssueAdd a comment
List UsersList all users
Add User To GroupAdd user to a group
Get My IssuesGet your assigned issues
List Issue Link TypesList available link types (Blocks, Duplicate, Relates, etc.)
Create Issue LinkLink two issues together (e.g., blocks, duplicates, relates to)
Delete Issue LinkRemove a link between issues
Get Issue LinksGet all links for a specific issue

Example Prompts

Use these with your agent or in the Agent Node: Create an issue:
Create a bug in project APP with summary "Login button unresponsive"
Find issues:
Search for high-priority issues in the CRM project
Update status:
Move issue APP-234 to In Progress
Add a comment:
Add comment "Verified in staging" to issue CRM-89
Check my work:
What issues are assigned to me?

Troubleshooting

IssueSolution
Agent not finding the right dataUse specific issue keys (e.g., APP-234) or project keys
Action not completingCheck that you’ve authenticated with Jira
Unexpected resultsThe agent may chain multiple tools (e.g., finding an issue first, then updating). Review the agent’s reasoning to understand its approach.
Tool not availableVerify the tool is enabled in your agent’s MCP configuration
Agents are smart enough to chain multiple API calls together. For example, asking “Close all bugs in project WEB” will search first, then transition each. If results seem off, check the agent’s step-by-step reasoning.

Need Help?


Use this integration directly in Claude or Cursor. Connect remotely via the Jira MCP server using your Gumloop credentials.