AI Features in is.team
How Does AI Work in is.team Project Management?
is.team integrates artificial intelligence at every level of project management, from task creation to board automation. The AI Workflow Planner accepts natural language descriptions — such as 'Plan a mobile app launch for Q3 2026' — and generates a complete board with phases, columns, tasks, story points, priorities, and estimated timelines. The per-task AI Card Assistant handles conversational commands: 'break this into subtasks,' 'set priority to high,' 'move to Review column,' or 'add a comment summarizing the discussion.' AI Meeting Notes transcription works with Google Meet, Zoom, and Microsoft Teams recordings — paste a transcript and AI extracts action items as individual tasks, each assigned to the correct team member with suggested due dates. Unlike competitors that lock users into a single AI provider, is.team follows a Bring Your Own AI philosophy, supporting Claude, GPT, Gemini, and custom models.
MCP Server and LLM API for AI Agent Integration
is.team offers a Model Context Protocol (MCP) server at is.team/mcp — a standardized interface that lets external AI agents manage boards programmatically. The MCP server exposes 13 tools: list_cards, read_card, create_task, update_task, complete_task, move_task, add_comment, log_time, reorder_tasks, subscribe_card, unsubscribe_card, chat_respond, and chat_history — enabling AI agents to manage tasks, subscribe to boards in real time, and respond in live chat. Any MCP-compatible client — including Claude Desktop, Cursor, Windsurf, and custom agents — can connect using a workspace API token and perform full CRUD operations on tasks. The separate LLM API provides RESTful endpoints with bearer token authentication for building custom integrations. This makes is.team one of the few project management platforms in 2026 with native AI agent support, enabling workflows where an AI assistant autonomously triages bugs, updates task statuses based on GitHub PR activity, or generates daily standup summaries from board activity.
