scientific-agents 开源项目推荐（42 个）

HughYau /AcademicForge

One Forge, All Skills: A curated skill collection for academic writing and research. 点开即用，按需配置的一站式学术研究skills平台。

ma-compbio-lab /SkillFoundry

A framework for discovering, compiling, and validating reusable skills for scientific agents.

zjunlp /AutoSciRub

先评估再改进：面向自动研究智能体的自动评分量规归纳

tomzhu0225 /simjecture

Evidence-governed autonomous experimentation and falsification for computational science

starvingarc /BRIDGE

Scientific Agent for evidence-grounded evaluation of cell-therapy products.

HERRY423 /CellTypePilot

Agent-native, local-first plugin for auditable single-cell annotation with governed evidence, contrastive review, conservative abstention, and human-reviewed draft outputs.

Yan-Kai-Chen /An-Agent-Framework-for-FastFluent-to-Fluent-Simulation-of-Complex-Solid-Liquid-Dynamics

FastAgent: Physics-aware CFD campaigns with FastFluent screening and industrial steam dewaxing design. arXiv:2611.00645

ysdsga /Computational-Physics-Workbench

Agent-operated, human-reviewed workbench for reproducible computational and theoretical physics, AI for Science, HPC, DFT and DMFT.

JWP-p /ai-nuclear-spectroscopy

An auditable human–AI workflow from NNDC/ENSDF data to gamma-ray GCD lifetime inference.

aayambansal /OpenDiscoveryTrace

Process traces for evaluating AI scientist workflows | 🏆 ICML 2026 AI4Science Best Dataset

Dynamical-Systems-Research /sdl2

An evaluation of AI agents deciding from experiments whether a process will reliably meet a performance requirement

3494036618-eng /sciagent-chemistry-skills

Auditable chemistry skills for scientific agents with deterministic computation, provenance, and explicit scientific boundaries.

Alyssa-syx /SynMatAI_ScienceSkills_Hackathon0023

Evidence-grounded compiler from materials literature to validated protocols, SOPs, and safety reports.

xiaoshi405 /bioagent

BioAgent: type-safe protein-tool execution, BioToolEval, and offline paper-result reproduction.

lulaiao /EGVR-Agent

Trustworthy biomedical tool-using agent with task-conditioned planning, execution-grounded verification, and traceable repair.

mungbean138516-jpg /mechanistgym

A verifier-gated research platform for skill transfer in scientific agents for systems biology.

LAZARUSj /falsification-first-scientific-agent-protocol

A falsification-first protocol for scientific AI agents: claim contracts, hidden validation, decoys, calibrated scoring, and independent evidence.

MCP4RemoteSensing /mcp4rs-open-earth

Open Earth remote-sensing MCP server that lets AI agents discover geospatial data and run tools for STAC, Sentinel-2, nightlights, water mapping, spectral indices, and SAR metadata.

kaiwinYao1 /sciforge-de-novo-protein-demo

Auditable SciForge × BioGym de novo protein-design run: RFdiffusion → ProteinMPNN → Boltz-2

fraware /forward-science

Forward Science Series - Essays on AI for science, scientific institutions and the organization of discovery.