You'd reach for this when you need to programmatically manage research projects and their artifacts without building your own tracking system. It exposes operations for organizing research portfolios, letting Claude help you catalog experiments, link related work, and maintain connections between papers, datasets, and findings. The streamable HTTP transport means it works remotely, so you can centralize your research metadata in one place and query it from anywhere. Useful if you're juggling multiple projects and want conversational access to what's where, what's connected to what, and what stage everything is in.
claude mcp add --transport http io.github.labfolio-labfolio https://mcp.labfolio.org