Atlassian Opens Teamwork Graph to Third-Party AI Agents via MCP Server and CLI
Tags AI · Enterprise · OSS
Atlassian opened its Teamwork Graph — containing 150 billion connections across people, work, goals, code, and content — to third-party AI agents through a new MCP server and CLI in open beta. Anthropic's Claude Code and OpenAI's Codex are among the first coding agents to access the Teamwork Graph data directly within development environments. Administrators retain control over access scopes and permissions. The announcement also included Rovo Studio going generally available and DX AI Experience GA for tracking AI-generated code and agent performance.
Technical significance
Atlassian's Teamwork Graph exposure via MCP is a significant move toward making enterprise knowledge accessible to AI agents. The 150 billion connections across Jira, Confluence, and connected third-party apps represent one of the richest enterprise knowledge graphs available. By providing both MCP server and CLI access, Atlassian is enabling both interactive agents and autonomous coding agents to ground their work in actual project context, which could significantly improve the quality of AI-generated project plans and code.