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Atlassian has officially released the open-source atlassian-mcp-server (about 1.1k stars), a cloud-hosted Model Context Protocol server that lets AI tools such as Claude and Cursor securely access Jira, Confluence, Bitbucket and more in real time. It supports OAuth 2.1 or API token authentication, doing away with the hassle of manually copying and pasting internal information.
WikiFix for Confluence, launched on Product Hunt, monitors knowledge bases for contradicting pages, duplicates, and orphans, and can fix them in one click after approval so teams can trust content used by AI.
MCP Atlassian is an open-source Model Context Protocol server that lets AI assistants directly search, read, create, and update Jira and Confluence content, eliminating manual copying.
This paper presents a proof-of-concept using Reinforcement Learning with Verifiable Rewards (RLVR) to train small language models for tool-use in enterprise SaaS workflows like Jira and Confluence. The approach uses synthetic environments and GRPO training to improve tool-call accuracy, achieving significant reward gains over baselines.
Atlassian introduces Public Pages for Confluence, allowing users to publish Confluence pages as public, SEO-friendly websites.