Features
Agentic AI research: searches, reads, synthesizes, drafts, and writes analysis code
Real-time collaborative LaTeX, Typst, and Markdown editor
Browser-based Python, R, and Jupyter notebook execution
Knowledge graph linking papers, claims, datasets, notes, and outputs
Semantic search across sources, files, and sessions
Research spaces to organize projects, collections, agents, and collaborators
Grounded citations with AI outputs tied to real sources
Adjustable AI assistance levels: Off, Assist, Full agents
Self-hosted on own infrastructure or cloud option (waitlist)
Open source codebase on GitHub with community development
AI-off mode: full workspace functional without AI
Universal search across workspace content
Multi-user collaboration with shared context
File and project version management within research spaces
Supports Markdown, Typst, LaTeX, Python, R Markdown, Jupyter
AI-moderated interviews in 40+ languages
Live interviews with automatic transcription and notes
Marvin Ask AI: natural language queries with cited answers
Centralized Knowledge Hub for all research data
Mixed-methods analysis in Analysis Studio
Automated reporting with highlight reels and video clips
30+ native integrations (Slack, Google Drive, etc.)
MCP server to push insights to Claude, ChatGPT, Copilot
Automatic PII blur and enterprise compliance
Topic subscriptions for automatic updates
Survey data import (.csv)
Unmoderated usability testing analysis (Dscout, Maze, UserTesting)
Support ticket import (Zendesk, Intercom)
Live Intercept for in-the-moment feedback (coming soon)
Sentiment and thematic analysis
