How to connect Jira to ChatGPT

  • ChatGPT gets 33 Jira tools through one Metorial MCP URL.
  • Setup is 4 steps; teammates then sign in with SSO.
  • You need a ChatGPT plan or workspace that allows custom MCP servers.

What ChatGPT can do with Jira

Ask your agent in plain language. Each of these maps to a real tool on the server.

  • Ask ChatGPT to use the move issues to sprint tool in Jira
  • Ask ChatGPT to use the create issue tool in Jira
  • Ask ChatGPT to use the link issues tool in Jira
  • Ask ChatGPT to use the get issue tool in Jira
  • Ask ChatGPT to use the list sprints tool in Jira

Add the Jira MCP server to ChatGPT

Run these once. Afterwards, everyone you give access to signs in the same way.

  1. 1. Enable Jira in Metorial

    In your Metorial portal, enable the Jira MCP server and sign in with the account that owns the data. Access stays governed by your team policies.

  2. 2. Add a custom MCP server

    On ChatGPT web, open Plugins, select +, then Add custom MCP server.

  3. 3. Paste your Metorial MCP URL

    Name it Metorial, paste your Magic MCP URL (<your-magic-mcp-url>), choose OAuth and accept the risk notice.

  4. 4. Create and install the plugin

    Select Create as a plugin, install it and sign in to load Jira tools.

Give your team Jira in ChatGPT

Once Jira is enabled in Metorial, teammates sign in with SSO and get the same connection in ChatGPT, with only the tools their role allows.

One link covers every app you approve. See how the MCP gateway handles access, roles and audit logs for the whole company.

Jira tools available in ChatGPT

Full descriptions and inputs are on the Jira MCP server page.

Using Jira tools in ChatGPT

What to expect once Jira is connected.

  • Type @ and pick the plugin. The selection applies to that message only, so @mention it again when a follow-up needs fresh Jira data.
  • For write actions, ChatGPT may ask you to confirm first, depending on the app permissions and the action.
  • Once published for a workspace, ChatGPT keeps a snapshot of the tool list. When your team adds Jira tools in Metorial, an admin refreshes the actions in Workspace settings before they appear.
  • You can use several apps in one prompt, for example read Jira data and then create a ticket in another app.

Troubleshooting ChatGPT

Add custom MCP server is missing
Workspace policy controls it. On Enterprise and Edu, an admin grants the permission to create plugins with MCPs; ask them to enable it for you.
The plugin exists but no tools appear
Creating the plugin is not enough: install it from your plugins, then start a new conversation so ChatGPT loads its tools.
ChatGPT answers without using the tools
Pick the plugin with @ in the composer and name the action you want, for example "use Metorial to look up the latest ticket".

Based on the ChatGPT MCP documentation.

Frequently asked questions

Common questions about connecting Jira to AI agents with Metorial.

  1. Does ChatGPT support the Jira MCP server?
    Yes. ChatGPT connects to the Jira MCP server through its connector settings, pointed at your Metorial URL. You need a ChatGPT plan or workspace that allows custom MCP servers.
  2. No. You sign in to Jira once through Metorial, and ChatGPT uses that connection. No API keys go into ChatGPT's settings.
  3. All 33 Jira tools your team allows, such as List Projects, Create Filter, Search Users. Admins can narrow that list per team.
  4. Yes. Role-based access control decides who can use Jira and which of its tools appear in ChatGPT, and every call is logged with the person's identity.
  5. Workspace policy controls it. On Enterprise and Edu, an admin grants the permission to create plugins with MCPs; ask them to enable it for you.

Connect Jira to other AI clients

Connect other apps to ChatGPT