671 projects whose own agent configuration covers scientific. These are not mods to install — they are how the maintainers of these repositories tell an agent what to do, and what to avoid.
All projects Building agents7,374Claude Code6,573Data and AI3,706Backend and APIs3,486Languages3,398Planning3,181Git and workflow3,100Code review2,701Memory and context2,354Testing2,311Research2,292DevOps and cloud2,282
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| dungnotnull/historical-cadastral-map-restoration-agent-skill 🗺️📜 Historical Cadastral Map Restoration & GIS Digitization Engine | Production-grade Cl | 5 | Claude Code | 1 | 1,311 tok |
| dungnotnull/ocean-plastic-satellite-detection-agent-skill 🌊🛰️ Ocean Plastic Hyperspectral Satellite Detection & Recovery Routing Engine | Producti | 5 | Claude Code | 1 | 1,341 tok |
| dungnotnull/biosafety-lab-risk-assessment-agent-skill ☣️🔬 Microbiology Laboratory Biosafety & Risk Assessment Engine | Production-grade Claude | 5 | Claude Code | 1 | 1,497 tok |
| dungnotnull/used-cooking-oil-biodiesel-agent-skill 🛢️ Multi-agent AI framework for waste grease collection supply chains & renewable diesel | 5 | Claude Code | 1 | 1,285 tok |
| dungnotnull/iot-satellite-forest-fire-early-warning-agent-skill 🔥 Multi-agent AI framework for automated forest fire detection & disaster alert dispatch. | 5 | Claude Code | 1 | 2,708 tok |
| dungnotnull/Mycology-Mushroom-Cultivation-Advisor-agent-skill 🍄 Research-backed mushroom cultivation advisor covering saprophytic fungal biology, medic | 5 | Claude Code | 1 | 698 tok |
| dungnotnull/standalone-solar-deep-station-agent-skill ☀️ Production-grade multi-agent Claude Skill for off-grid solar power design in remote dee | 5 | Claude Code | 1 | 1,275 tok |
| dungnotnull/greywater-recycling-constructed-wetland-agent-skill 🌾💧 Greywater Treatment & Constructed Wetland Design Engine | Production-grade ecological | 5 | Claude Code | 1 | 1,355 tok |
| dungnotnull/home-spirulina-farming-system-agent-skill 🌿 Claude Code harness for home microalgae & spirulina farming systems. Covers DIY raceway | 5 | Claude Code | 1 | 1,311 tok |
| dungnotnull/export-pharma-packaging-compliance-agent-skill 💊 Production-grade multi-agent Claude Skill for pharmaceutical export packaging complianc | 5 | Claude Code | 1 | 1,270 tok |
| dungnotnull/pet-hospice-end-of-life-care-agent-skill 🐾 Senior & End-of-Life Pet Hospice Care Engine | Production-grade veterinary palliative c | 5 | Claude Code | 1 | 1,368 tok |
| dungnotnull/workshop-air-pollution-monitoring-agent-skill 🏭 Production-grade multi-agent Claude Skill for workshop indoor air quality & safety moni | 5 | Claude Code | 1 | 1,679 tok |
| dungnotnull/building-rainwater-harvesting-agent-skill 🌧️ Production-grade multi-agent Claude Skill for building rainwater harvesting & water re | 5 | Claude Code | 1 | 1,285 tok |
| dungnotnull/urban-noise-tree-barrier-planning-agent-skill 🌳 Multi-agent AI framework for urban green infrastructure & acoustic barrier engineering. | 5 | Claude Code | 1 | 1,659 tok |
| dungnotnull/small-datacenter-airflow-thermal-optimization-agent-skill 🌡️❄️ Small Data Center Airflow & Thermal Engineering Engine | Production-grade Claude Cod | 5 | Claude Code | 1 | 1,814 tok |
| dungnotnull/water-rescue-drone-design-agent-skill 🚁🌊 Water-Rescue Drone Design & Testing Engine | Production-grade Claude Code skill & Pyt | 5 | Claude Code | 1 | 1,333 tok |
| chayuto/ws-ESP32-S3-CAM Firmware + tooling workspace for the Waveshare ESP32-S3-CAM-GC2145 (ESP32-S3 + GC2145 came | 5 | Claude Code | 10 | 3,559 tok |
| kratsg/rucio-mcp rucio-mcp.readthedocs.io MCP Server for Rucio Clients | 5 | Claude Code | 1 | 6,726 tok |
| broadinstitute/fiss-mcp MCP server for Terra | 5 | Claude Code | 1 | 5,470 tok |
| BoundaryML/baml-skills-demo How to integrate SKILLS.md into a BAML agent | 5 | Claude Code, Codex | 2 | — |
| offtrailstudio/speak-for-the-trees-mcp MCP server for investigating ecosystem health using public environmental data | 5 | Claude Code | 1 | 204 tok |
| Tokeii0/memprocfs-skill MemProcFS Agent Skill | 5 | Claude Code | 1 | — |
| sanshanjianke/scicompute-mcp MCP server for scientific computing with Mathematica, SageMath, Octave, R, and Python..... | 5 | Claude Code | 1 | 246 tok |
| dungnotnull/household-geothermal-heating-agent-skill ♨️🏡 Household Geothermal Heating System Design & Operation Engine | Bulletproof Claude Co | 5 | Claude Code | 1 | 1,255 tok |
| dungnotnull/handmade-paper-agro-waste-agent-skill 🌾 Production-grade multi-agent Claude Skill for handmade paper production from agricultur | 5 | Claude Code | 1 | 1,265 tok |
| dungnotnull/smart-city-ewaste-recycling-agent-skill ♻️🏙️ Smart City E-Waste Management & Recycling Engine | Production-grade Claude Code skil | 5 | Claude Code | 1 | 1,268 tok |
| dungnotnull/mountain-landslide-early-warning-agent-skill ⛰️🚨 Mountain Landslide Early-Warning & Geotechnical Risk Advisor | Production-grade Claud | 5 | Claude Code | 1 | 1,405 tok |
| dungnotnull/mangrove-forest-ai-conservation-agent-skill 🌊🌿 AI Mangrove Forest Monitoring & Conservation Engine | Production-grade Claude Code sk | 5 | Claude Code | 1 | 1,284 tok |
| dungnotnull/portable-emergency-water-filter-agent-skill 💧 Production-grade multi-agent Claude Skill for portable emergency water treatment engine | 5 | Claude Code | 1 | 1,747 tok |
| dungnotnull/fog-water-harvester-design-agent-skill 🌫️ Production-grade multi-agent Claude Skill for fog-water harvester design in arid highl | 5 | Claude Code | 1 | 1,202 tok |
| dungnotnull/industrial-waste-heat-recovery-agent-skill 🏭 Production-grade multi-agent Claude Skill for industrial waste-heat recovery & energy e | 5 | Claude Code | 1 | 1,281 tok |
| dungnotnull/sludge-to-organic-fertilizer-agent-skill 💩 Production-grade multi-agent Claude Skill for sewage sludge-to-organic fertilizer optim | 5 | Claude Code | 1 | 1,307 tok |
| dungnotnull/red-tide-algal-bloom-monitoring-agent-skill 🌊 Production-grade multi-agent Claude Skill for Harmful Algal Bloom (HAB) & Red Tide earl | 5 | Claude Code | 1 | 1,357 tok |
| dungnotnull/organic-honey-forest-beekeeping-agent-skill 🐝 Production-grade multi-agent Claude Skill for organic forest beekeeping & pollinator ec | 5 | Claude Code | 1 | 1,591 tok |
| dungnotnull/lead-free-heat-resistant-ceramics-agent-skill 🏺 Production-grade multi-agent Claude Skill for lead-free, heat-resistant ceramic glaze & | 5 | Claude Code | 1 | 1,303 tok |
| Wuxb02/medi-agent-swarm Multi-agent intelligent Q&A assistant / skill-agent capability integration / three-layer m | 5 | Claude Code, Codex, OpenCode | 11 | 7,932 tok |
| septract/acl2-mcp | 5 | Claude Code | 1 | 986 tok |
| cyanheads/protein-mcp-server npmjs.com Federated protein structure & annotation across experimental (PDB) and predicted (AlphaFol | 5 | Claude Code, Codex, OpenCode | 2 | 13,668 tok |
| cyanheads/cdc-health-mcp-server npmjs.com Search and query CDC public health data — mortality, vaccinations, surveillance, behaviora | 5 | Claude Code | 1 | 8,242 tok |
| mehdiforoozandeh/crux mehdiforoozandeh.github.io A scientific-method lab notebook your AI agent drives — research as a tree of questions an | 5 | Codex, OpenCode | 1 | 586 tok |
| badchars/satellite-mcp npmjs.com Full-Spectrum Geospatial Intelligence MCP Server — 171 tools across 27 categories: satelli | 5 | Claude Code | 1 | 349 tok |
| mattmohandiss/cad-mcp-server npmjs.com MCP server for AI-assisted STEP CAD inspection, geometry queries, PMI hints, and revision | 4 | Codex, OpenCode | 1 | 1,765 tok |
| SPYfighting/my-academic-skills Agent skills for research work. Gated, human-in-the-loop protocols where every expert judg | 4 | Claude Code, Codex, OpenCode | 2 | 1,537 tok |
| MrSGSA/math-modeling-skill-dify A mathematical modeling Agent Skill and Dify Jiuku multimodal MCP bridge that can be dragg | 4 | Claude Code, Codex, OpenCode | 2 | 881 tok |
| EBISPOT/GrEBI HPC aggregation pipeline and API/MCP server for LLM-mediated biomedical data integration | 4 | Codex, OpenCode | 1 | 271 tok |
| u9401066/medical-calc-mcp 🏥 MCP Server with 121 validated medical calculators for AI agents. DDD architecture, evid | 4 | GitHub Copilot | 1 | 1,770 tok |
| u9401066/nsforge-mcp Neurosymbolic Forge — an MCP server that turns concepts into verifiable, traceable formula | 4 | Claude Code, Codex, GitHub Copilot, OpenCode | 23 | 5,925 tok |
| 45ck/open-genome-agent Local-first DNA and VCF analysis copilot for evidence-bound genomics workflows, confidence | 4 | Claude Code, Codex, OpenCode | 22 | 1,422 tok |
| AMDResearch/ai4science-studio How-to guides and AMD/ROCm optimization recipes for open AI-for-science models. | 4 | Claude Code, Cursor | 33 | 1,388 tok |
| Rebell-Leader/SpatialAI_MCP Empowering spatial transcriptomics research by providing AI agents with a standardized int | 4 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 8 | 9,039 tok |