How to Connect Jira to an AI Agent
Jira is where engineering work lives. The board is the source of truth for what’s shipping, what’s stuck, and what got descoped. The problem is keeping it that way. Engineers don’t want to leave their editor to log a bug. PMs don’t want to click through three modals to file a story. After standup, half the tickets still say the wrong status because nobody updated them.
Carly is a full-service AI agent with 60+ integrations — email, calendar, project management, CRM, file storage, messaging, and more. Jira is one of those integrations. Once connected, you can create issues, update statuses, assign work, and pull sprint data by emailing carly@usecarly.com or chatting with your agent at dashboard.carlyassistant.com. No Jira UI required.
Connect Jira
Go to dashboard.carlyassistant.com/integrations, find Jira under Project Management, click Connect, and sign in with your Atlassian account. Jira uses managed OAuth, so there’s no API key to copy or paste — Atlassian handles the authorization in the standard sign-in flow.
Once authorized, Jira appears as a connected integration. Done. Your agent can now read and write issues across your Jira Cloud projects — Software, Service Management, and Work Management. See the full Jira integration page for use cases and FAQs.
What Your Agent Can Do With Jira
Your main agent is your personal AI assistant. It handles email, scheduling, research, documents, project management, and more across all your connected tools. Once Jira is connected, ticket operations become part of that same workflow — you ask in plain English, the agent executes.
File Bugs From Anywhere
Email your agent:
To: carly@usecarly.com Subject: Bug
File a bug in WEB — the login form returns a 500 when the email field has a plus sign. Reproducible on prod, high priority, assign to me, label “auth”.
The agent creates the issue in the WEB project with type Bug, priority High, your account as assignee, and the auth label. One message, one ticket — no Jira UI.
Update Statuses in Bulk After Standup
Chat message to your agent:
Standup updates: WEB-1842 is in review, WEB-1855 is done, WEB-1862 is blocked on design, ANDROID-217 moved to in progress.
The agent transitions each ticket through your project’s workflow. If a transition needs a field — a resolution, a comment — the agent fills it in based on context or asks a clarifying question.
Pull a Sprint Summary
To: carly@usecarly.com Subject: Sprint check
Give me a summary of the current WEB sprint — what’s done, what’s in progress, what’s blocked, and what’s at risk of slipping. Include story point totals.
The agent runs the equivalent of a JQL query, pulls the data, and sends a clean summary. Useful before retros, exec updates, and weekly reviews.
Assign and Schedule
Chat message to your agent:
Take the three “Ready for dev” tickets in the API project and assign them to Marcus. Set due dates spaced two days apart starting next Monday.
Three updates, one message. The agent moves each ticket, sets the assignee, and stamps the due dates.
File Issues From Customer Email
Forward a customer bug report to Carly:
To: carly@usecarly.com Subject: Fwd: Login broken
File this as a bug in WEB and link to the original customer email in the description.
The agent extracts the steps to reproduce from the email, files the issue, and pastes the customer’s exact words into the description so engineering doesn’t have to guess.
The Agent Learns How You Work
One thing that separates Carly from static automation: the agent writes its own skills and memories over time. After you file a few bugs, it learns your default project, your priority conventions, and the labels you typically use. After a few standup wrap-ups, it learns which ticket numbers belong to which teammates without you spelling it out every time.
This applies across everything — not just Jira. The agent remembers your meeting preferences, your email tone, your reporting format, and your project naming. The more you use it, the less you have to explain.
Build a Dedicated Jira Triage Agent
Your main agent handles everything for you — Jira, email, calendar, research, CRM. But you can also create specialized email agents — AI employees with their own email addresses that interact directly with customers, teammates, or vendors.
Go to dashboard.carlyassistant.com and create a new agent with instructions like:
You are a Jira triage assistant. When you receive an email:
1. If it describes a bug, create a Jira issue in the WEB project with type Bug
2. If it describes a feature request, file in WEB with type Story
3. Extract steps to reproduce, expected vs. actual behavior, and any links
4. Set priority based on impact described — High if blocking, Medium if affecting workflow, Low otherwise
5. Add the original sender's email and name in the description
6. Reply to the sender confirming the issue was filed and including the issue key
Don't file duplicates — search Jira for similar issues before creating.Give this agent its own dedicated email address — like bugs@yourdomain.usecarly.com. Customers, support reps, and teammates can email it directly. Every report becomes a triaged Jira ticket with a polite acknowledgment back to the sender.
This is different from your main agent. Your main agent is your personal assistant. A triage agent is an AI employee operating from its own inbox. You can spin up as many as you need: bug triage, feature requests, deployment requests, on-call escalations.
Workflows That Replace Manual Jira Work
Customer-Facing Bug Reports
A customer reports a bug to your support inbox. The agent:
- Reads the message and identifies it as a bug
- Files a Jira issue with steps to reproduce
- Links the support ticket to the Jira issue
- Replies to the customer with a tracking number
- Posts in #engineering with a link to the new issue
What used to require a support rep, a triage manager, and 15 minutes of clicking happens in seconds.
Sprint Wrap-Ups
Chat message to your agent:
Pull all WEB tickets that closed this sprint with story points, assignee, and time in progress. Drop the data into a Google Sheet for the retro.
The agent queries Jira, pushes the data into Sheets, and links it back to your retro doc.
Cross-Project Triage
To: carly@usecarly.com Subject: Cross-project audit
List every “P0” or “P1” Jira ticket open more than 14 days across WEB, API, and ANDROID. Group by project and sort by age.
The agent runs the JQL across projects and sends a single email with the consolidated list — useful for staff engineers and EMs running multi-team reviews.
Jira + Other Integrations
Because your agent connects to 60+ tools, Jira doesn’t live in a silo. The agent chains actions across your stack:
- Jira + Slack — When a P0 issue is filed, the agent posts in #incidents with assignee and link
- Jira + Google Calendar — Agent files an issue and blocks engineering time to address it
- Jira + GitHub — Agent links commits and PRs to Jira tickets without you typing the issue key
- Jira + Linear — Migrating between trackers? The agent can read from one and write to the other
- Jira + HubSpot — Customer-reported bugs get linked to the deal in HubSpot so the AE knows where it stands
The agent isn’t just a Jira connector. It’s the layer between every tool in your stack.
FAQ
Does this work with Jira Cloud and Server?
Carly uses Atlassian’s managed OAuth, which targets Jira Cloud. Jira Server and Data Center customers should use the API token connection method if available — check the integrations page for the latest options.
Can the agent create issues in any project type?
Yes — Jira Software, Jira Service Management, and Jira Work Management all work. Specify the project and the agent uses the right issue types and workflow.
Will this work alongside my existing Jira automations?
Yes. The agent creates and updates issues through Jira’s standard API, so any automation rules, triggers, and integrations you already have keep firing normally.
Can the agent run JQL queries?
Yes. Ask in plain English — “all P0 bugs in WEB open more than 14 days” — and the agent translates that into JQL behind the scenes. You don’t have to learn the query syntax.
Can multiple agents access Jira?
Yes. Your main agent and any custom email agents you create can all access Jira once it’s connected. Each agent uses Jira according to its own instructions — useful for separating triage agents from project agents.
What’s the difference between the main agent and a specialized email agent?
Carly is your personal AI assistant — it handles everything from Jira to email to scheduling across all your connected tools. You reach Carly at carly@usecarly.com or through the dashboard chat. Specialized email agents are AI employees you create for specific customer-facing or team-facing jobs — they get their own email addresses and operate autonomously.
Connect Jira to your Carly agent →
Ready to automate your busywork?
Carly schedules, researches, and briefs you—so you can focus on what matters.
Get Carly Today →Or try our Free Group Scheduling Tool or Free Booking Page