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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.