532 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 agents7,450Claude Code6,586Data and AI3,698Backend and APIs3,488Languages3,402Planning3,191Git and workflow3,129Code review2,728Memory and context2,353Testing2,330DevOps and cloud2,293Research2,288
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| AbiyuLingga/LTSpice-MCP | 0 | Claude Code, Codex, OpenCode | 2 | 4,454 tok |
| tetracoralla/math-anchor Math Anchor — safe exact and scientific math, units, and dimensional analysis for humans a | 0 | Claude Code, Codex, OpenCode | 2 | 484 tok |
| puran-water/anaerobic-design-mcp Consolidated into PuranOS — see github.com/puran-water/puranos-public | 0 | Claude Code | 1 | 4,863 tok |
| MacromNex/rosetta_mcp Rosetta MCP server for molecular modeling and protein design | 0 | Claude Code | 1 | 942 tok |
| EricYuan2007/GPUPlane Agent-native training control plane for personal GPUs — personal GPU training control plan | 0 | Claude Code, Codex, OpenCode | 5 | 3,555 tok |
| BIH-CEI/zotero-comfort Comfort layer for Zotero MCP integration with high-level research workflows | 0 | Claude Code, Codex, OpenCode | 2 | 333 tok |
| MacromNex/chai1_mcp Chai-1 MCP server for protein structure prediction | 0 | Claude Code | 1 | 739 tok |
| tyson-swetnam/gbif-mcp Model Context Protocol (MCP) server providing programmatic access to GBIF biodiversity dat | 0 | Claude Code | 2 | 1,607 tok |
| san-rat/latex-mcp MCP server for LLM-driven LaTeX compile/inspect loops via Overleaf's CLSI, with a web UI | 0 | Claude Code | 1 | 1,684 tok |
| dfieser/lcf-strain-life dfieser.github.io AI-agent-native low cycle fatigue strain-life analysis. Python library plus MCP server: re | 0 | Claude Code, Codex, OpenCode | 3 | 2,570 tok |
| miguel-escribano/openair-3-mcp-server-oss Open-source MCP server for the openair R package — CSV/Excel ingest, AURN/EU import, publi | 0 | Claude Code | 1 | 1,023 tok |
| soundwaverohit/quantum-research-hub Local-first autonomous quantum computing research lab powered by MCP, Claude, and Streamli | 0 | Claude Code | 14 | 2,736 tok |
| FreddieWho/SearchPaper Local stdio MCP server that gives Claude Code, OpenCode, and Codex structured, citable acc | 0 | Claude Code, Codex | 1 | — |
| jesse-smith/searchloinc Thin MCP server wrapping the LOINC Search API so LLMs can search LOINC like the loinc.org/ | 0 | Claude Code | 4 | 1,019 tok |
| MOBAI547800/abaqus-mcp-server MCP server for Abaqus FEM automation — model generation, job submission, log monitoring, a | 0 | Claude Code | 1 | 716 tok |
| Oekalegon/indi-mcp An MCP server that controls Astrophotography equipment via INDI on a raspberry pi or equiv | 0 | Claude Code | 1 | — |
| colbyw5/phenoforge Semantic value set assembly for clinical cohort definitions, over MCP | 0 | Claude Code, Codex, OpenCode | 2 | 898 tok |
| Shigurex/boj_jstat_mcp | 0 | Claude Code | 1 | — |
| mingyo186/instrument-mcp Instrument MCP Server - Connects AI and test equipment via the MCP protocol (oscilloscopes | 0 | Claude Code | 8 | 2,011 tok |
| lintheyoung/overleaf-mcp MCP server for self-hosted Overleaf CE — project CRUD, compilation, and structured LaTeX d | 0 | Claude Code | 1 | 1,175 tok |
| joohyukjung/goover-arxiv-mcp test | 0 | Claude Code | 1 | 572 tok |
| pedrobtz/tslab-mcp | 0 | Claude Code | 2 | 2,684 tok |
| ymo6/illustrator-figure-mcp Given a png, regenerate with Illustrator | 0 | Claude Code | 1 | 1,304 tok |
| wyattlindsey/plant-intel-mcp MCP server giving agents structured plant data for garden planning: species care profiles, | 0 | Claude Code | 1 | 762 tok |
| edgargalvan/mise-en-place MCP Nutrition Tool | 0 | Claude Code | 3 | 1,523 tok |
| hlucent/airkorea-statistics-mcp Provides Korea Environment Corporation's AirKorea air pollution statistics service (Arpltn | 0 | Claude Code | 1 | 2,222 tok |
| Konjkov/casino-mcp casino-mcp | 0 | Claude Code | 1 | — |
| manasp21/rabi-mcp Advanced MCP server specialized in Atomic, Molecular and Optical (AMO) Physics | 0 | Claude Code | 1 | 16 tok |
| georgepok/local-llm-mcp-server MCP server that bridges local LLMs through LM Studio with Claude Desktop. Privacy-first AI | 0 | Claude Code | 4 | 1,658 tok |
| hjsh200219/trading-by-clinical-trial Korean pharma clinical trial intelligence — MCP server + Claude Code plugin. 100-point sco | 0 | Claude Code, Codex, OpenCode | 5 | 2,205 tok |
| fshaan/nccn-monitor NCCN Guidelines update monitor — MCP Server for OpenClaw. Tracks version changes across 92 | 0 | Claude Code | 1 | 377 tok |
| di-omics/plr-mcp Auditable MCP tools for PyLabRobot: run and sample context, typed provenance, simulation b | 0 | Claude Code | 1 | 1,472 tok |