Atlassian Ships MCP and CLI Tools in Beta: 44% More Accurate Graph Search Results and Up to 48% Token Cost Reduction for AI Agents

TechTarget·medium signal

Atlassian released Model Context Protocol and CLI tools in beta (May 6), giving AI agents — both within Atlassian's Rovo system and third-party platforms — finer-grained access to context within Atlassian's Teamwork Graph. The new MCP tools produce 44% more accurate graph search results and reduce token costs by up to 48% by delivering more precise context slices. This is a significant enterprise adoption signal: the largest project management platform is now optimizing its APIs specifically for agent consumption rather than human UI patterns.