# OpenScience: Workbench for scientific research using custom LLMs > Source: > Published: 2026-07-04 16:50:25+00:00 Give it a goal. It reads the literature, writes and runs code, runs the experiments, and writes up what it found. [Install](#install) · [Quickstart](#quickstart) · [Docs](https://syntheticsciences.ai/docs) · [Atlas](#atlas) OpenScience is an AI workbench for scientific research. You give it a goal, and it works through the research loop the way a capable collaborator would. It reads the papers that matter, forms a hypothesis, writes and runs code, runs experiments on real compute, queries the major scientific databases, and writes up the result. It runs as a workspace in your browser and works with any frontier or open-weight model from Anthropic, OpenAI, Google, and dozens of other providers, using your own API keys. No account is required. It is model-agnostic, open source, and built to do real work in machine learning, biology, physics, and chemistry. **Runs the whole loop.** Literature review, hypothesis, code, experiment, analysis, and write-up, in one continuous session.**Research agents.** A`research` agent by default, plus`biology` ,`physics` , and`ml` specialists, with critique and literature-review sub-agents and a read-only plan mode.**250+ skills.** Training (DeepSpeed, PEFT, TRL), evaluation, dataset work, molecular and clinical biology, cheminformatics, papers and LaTeX, figures, and cloud compute (Modal, Tinker, and others).**Scientific databases as tools.** UniProt, PDB, Ensembl, ChEMBL, PubChem, arXiv, OpenAlex, Semantic Scholar, and around 30 more, queryable directly by the agent.**A real workspace.** A browser UI with a file tree, an editor, a terminal, session history, and inline rendering for molecules, structures, genomes, and plots.**Extensible.** LSP integration, MCP servers, plugins, custom agents and commands, and a TypeScript SDK. Install with npm, then open the workspace: ``` npm install -g @synsci/openscience openscience ``` The command is `openscience` , and it opens the workspace in your browser. If you would rather not install it globally, `npx synsci` does the same thing in a single step: ``` npx synsci ``` Platform binaries are also attached to [GitHub Releases](https://github.com/synthetic-sciences/OpenScience/releases). Set an API key from any provider (`ANTHROPIC_API_KEY` , `OPENAI_API_KEY` , `GEMINI_API_KEY` , and so on) and start the workspace: ``` export ANTHROPIC_API_KEY=sk-ant-... openscience ``` `openscience` opens the workspace in your browser. Your keys stay on your machine and requests go straight to the provider. You can also add keys from the Credentials panel and pick a model from the model selector. To open the workspace in a specific project: ``` openscience ~/code/my-project ``` [Atlas](https://app.syntheticsciences.ai) is Synthetic Sciences' managed platform. It gives you a curated set of frontier models billed from a prepaid wallet, so you do not need per-provider keys, plus a persistent research graph and cloud compute. OpenScience works with Atlas but never requires it. ``` openscience connect login ``` Bring-your-own-key usage is always free and is never gated. Atlas only meters the models it serves. OpenScience runs a local server that hosts the workspace UI, the agent runtime, and the tool layer. The agent plans with a research harness, calls tools (shell, editor, LSP, MCP servers, scientific connectors, and skills), and streams its work back to the browser. Models are routed per request, so you can switch between providers or run local models without changing anything else. Sessions, artifacts, and provenance are stored on disk and can be shared as links. | Path | Contents | |---|---| `backend/cli` | The CLI, server, provider integrations, sessions, and skills | `frontend/workspace` | The browser workspace UI, served by the CLI | `frontend/docs` | The documentation and session-share site | `tooling/sdk/js` | The TypeScript SDK | `tooling/plugin` | The plugin runtime | Global config lives in `~/.config/openscience/openscience.json` . Project config lives in `openscience.json` or a `.openscience/` directory at the repo root ([schema](https://syntheticsciences.ai/config.json)). Custom agents, commands, tools, plugins, and themes load from those directories. You need [Bun](https://bun.sh) 1.3 or newer. ``` bun install bun dev bun run typecheck bun run --cwd backend/cli test bun run --cwd backend/cli build ``` `bun dev` runs the workspace from source, and `bun run --cwd backend/cli build` produces the platform binaries. See [ARCHITECTURE.md](/synthetic-sciences/openscience/blob/main/ARCHITECTURE.md) for how the system fits together, [CONTRIBUTING.md](/synthetic-sciences/openscience/blob/main/CONTRIBUTING.md) for how to contribute, [AGENTS.md](/synthetic-sciences/openscience/blob/main/AGENTS.md) for the style guide, and [CODE_OF_CONDUCT.md](/synthetic-sciences/openscience/blob/main/CODE_OF_CONDUCT.md) for community standards. The agent is not sandboxed. The permission system keeps you aware of what the agent is doing; it is not an isolation boundary. Run inside a container or VM if you need isolation. Provider and synced credentials are filtered out of subprocess environments and redacted from output. To report a vulnerability, see [SECURITY.md](/synthetic-sciences/openscience/blob/main/SECURITY.md). Apache License 2.0. See [LICENSE](/synthetic-sciences/openscience/blob/main/LICENSE) and [NOTICE](/synthetic-sciences/openscience/blob/main/NOTICE). OpenScience is an independent project. It is not affiliated with, endorsed by, or sponsored by Anthropic. "Claude" is a trademark of Anthropic, PBC, used here only to describe compatibility.