synthetic-sciences/openscience

Health v2 · maintenance only

Flags: young

Adoption not part of the score

3342 stars · 452 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

OpenScience is an open-source AI workbench for scientific research that runs the full research loop: literature review, hypothesis formation, code writing and execution, experiments, and write-up. It provides a browser-based workspace with an adaptive research agent, 311 bundled domain skills, and direct access to major scientific databases like UniProt, PDB, and arXiv.

Use cases

• automate literature review for a research topic
• run machine learning experiments from a natural language goal
• query scientific databases like UniProt and arXiv via an AI agent
• write and execute analysis code for biology or chemistry research
• generate research write-ups and LaTeX papers automatically
• fine-tune and evaluate models with DeepSpeed, PEFT, or TRL
• manage a research workspace with files, terminal, and session history

When to choose

• you want an AI collaborator to run end-to-end scientific research workflows
• you need model-agnostic tooling that works with frontier, open-weight, or local models
• you work in ML, biology, physics, or chemistry and want integrated domain skills and database access
• you prefer open-source tools with an extensible plugin and MCP ecosystem

When to avoid

• you need a fully offline tool with no account linking
• you only want a simple chatbot without code execution or experiment running
• your research domain lacks bundled skills and requires heavy customization
• you require guaranteed reproducibility of agent-driven experiments

Facets

application · maturity active

agent-framework llm-inference rag machine-learning developer-tools cli chat-interface artificial-intelligence large-language-models data-science developer-tools bun browser cli cross-platform ai-workbench scientific-research co-scientist literature-review hypothesis-testing scientific-databases research-automation model-agnostic typescript-sdk mcp ai-agents research nodejs

Member repositories

For agents

markdown · JSON · MCP: product_card(name="synthetic-sciences/openscience")