Marigold Science

The platform our lab runs on.

Every number traces to raw evidence. When the data cannot support an answer, it refuses. Yours to run, on your own machines.

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Used by research chemists and scientists at

Yale UniversityCaltechUniversidad Autónoma de ZacatecasAragen Life SciencesHexaSynth TechnologiesIFM Therapeutics1200 PharmaAin Shams UniversityBursa Technical UniversitySphaera PharmaUniversity of OxfordPiramal GroupUniversidad de Costa RicaJubilant BiosysUniversitas Jenderal SoedirmanUniversidade de LisboaUSTCKAIST

54 tools it can actually run

Every one really runs: 40 on hardware you connect, 14 on hosted endpoints.

AiZynthFinderAlphaFold2AlphaFold2-MultimerAutoDock VinaBiopythonBoltz-2Canteracclibcctbx_projectchemdataextractor2ChempropChemPyCRESTDeepChemDiffDockESM-2ESMFoldEvo 2GemmiGenMolGoodVibeshplc-pylmfit-pyMarkermatchmsMatplotlibmolmassMolMIMMordredMSA SearchnmrglueNWChemOpen BabelOpenFold2OpenFold3OpenMMOpenMSpaper-qaProteinMPNNPsi4PubChemPyPyAlexpybaselinespymatgenPySCFPyteomicsRDKitRFdiffusionscikit-learnSciPystatsmodelsSyntheseusthermoxtb
Ask for the outcome, not the toolNo pipeline to wire up. The run below picks its own tools and tells you which it used, and why, as it goes.0%
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Design a binder against the CDK2 ATP pocket, validate the top designs, and tell me which are worth ordering.
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New

Now self-hostable. Your lab, your machine, your data.

Run the whole product on your own computer. Unpublished results and raw instrument data stay with you.

Your data stays home

Everything lives in a local database on hardware you control.

No Docker, no infrastructure

One installer sets up the app, the agent and the database.

Sign in and it works

Models run on your plan through our gateway. No API keys.

The same Marigold

All 48+ tools and the Analyst agent. The full product.

marigold ~ install
$ curl -fsSL https://get.marigold.rasyn.ai | sh
unpacking marigold to ~/.marigold/app ...
initializing the local database ...
waiting for http://localhost:3000/api/health ...
healthy: http://localhost:3000
$

macOS and Linux · Windows via Docker Compose

How to self-host

1

Install

One command on macOS or Linux. Everything lands in ~/.marigold and starts.

curl -fsSL https://get.marigold.rasyn.ai | sh
2

Sign in

Sign in with your plan - no API keys. Own keys go in ~/.marigold/marigold.env.

open http://localhost:3000
3

Own it

Your data lives in ~/.marigold, nowhere else. The CLI does the rest.

marigold status | logs | stop | update | doctor

Windows runs the same stack via Docker Compose: deploy/selfhost/start.ps1.