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Jira acts as an MCP server, empowering large language models (LLMs) to manage Jira directly via the Jira Command Line Interface (CLI). This integration allows LLM clients to interpret user prompts, decide on appropriate Jira actions, and execute them programmatically. By standardizing LLM-to-server interactions, Jira enables intelligent automation of project management tasks, facilitating a more efficient and natural language-driven approach to interacting with Jira without manual terminal commands.