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Atlassian

PM
Velocity10.0

Maker of Jira, Confluence, Trello, Bitbucket, and the broader Atlassian collaboration suite.

www.atlassian.com ↗

Atlassian bends its whole stack toward Rovo MCP and agent-driven dev work.

rovo mcpai agentsdeveloper toolingtest healthenterprise ai
◆Current state
Atlassian's feed is dominated by Rovo MCP: a server that exposes Jira and Bitbucket context to external coding agents like Claude, with enterprise-managed authorization and scoped access. Alongside the platform work, Bitbucket's test-health suite now uses AI to fix flaky tests and file follow-up work in Jira. The rest of the feed is AI-at-work thought leadership rather than shipped product.
◆Where it's heading
The direction is unambiguous: Atlassian wants to be the system of record that agents read from and write to, not just a UI humans click through. MCP is the connective tissue, and the company is publishing usage data (5M+ daily tool calls) to argue the surface is already load-bearing. Test-health automation shows the same instinct applied inside its own tools.
◆Prediction
Expect the MCP surface to keep widening — more Jira/Bitbucket actions exposed to agents, and deeper admin controls for governing which agents get access.

◆Recent moves

  1. 1d ago

    Fix flaky tests with AI, and track future test work in Jira

    Extends Bitbucket's test-health line — launched in January, flaky detection added in April — with AI that proposes fixes and routes remaining test work into Jira. Incremental but real, and consistent with the agent-assisted-dev arc.

    View source ↗
  2. 1d ago

    AI made your people faster. But it’s your office that’s slowing them down.

    An AI-at-work research/opinion post, not a product change. Reinforces the company's messaging around agent adoption but ships nothing users can touch.

    View source ↗
  3. 1d ago

    Secure AI adoption with data loss prevention (DLP)

    Marketing framing for Guard's data-loss-prevention story tied to AI adoption. No new capability is announced here; it's positioning content.

    View source ↗
  4. 1d ago

    What 5M+ daily MCP tool calls taught us about the future of AI at work

    A usage-data blog post about how Rovo MCP is being called. Useful as evidence the MCP bet is landing, but it is commentary, not a release.

    View source ↗
  5. 1d ago

    Introducing new MCP capabilities that turn context into action

    ⚡ SPARK

    The core platform move in this batch: new Rovo MCP capabilities let coding agents read scoped Jira/Bitbucket context and store state directly from the IDE or terminal. This is the capability the rest of the feed orbits.

    View source ↗
  6. 2d ago

    Fix Bugs Faster with Rovo MCP

    A workflow walkthrough demonstrating the Rovo MCP server on a bug-fixing task. It illustrates the MCP release rather than shipping anything new on its own.

    View source ↗