Scientific

16,357 mods in this category, of every kind an agent can take. Each one carries what it costs per session, what the scan found, and whether it is the original.

phidown

241

ESA-PhiLab/phidown

Skill Codex

Search, filter, download, and analyze Copernicus Data Space products with the phidown project. Use this skill when a user asks to find Sentinel products, query by AOI/date/product type, run burst coverage analysis, download by product name or S3 path, configure credentials (.s5cfg), troubleshoot phidown CLI/Python…

not rated 105 changed 2mo ago A SkillSpector: pass 90 tokens original Apache-2.0

ansys-workbench

242

hongwenwang36-eng/ANSYS-Workbench-mcp

MCP server Claude CodeCodexCursor +2

MCP server "ansys-workbench" as configured in hongwenwang36-eng/ANSYS-Workbench-mcp. Launched with D:\ansys-workbench-mcp\.venv\Scripts\python.exe D:\ansys-workbench-mcp\mcp_serve. Needs 10 environment variables to run.

not rated 104 +7 changed 22d ago A tokens not measured original MIT

abaqus-docs

243

LonlySteve/abaqus6.14mcp

MCP server Claude CodeCodexCursor +2

MCP server "abaqus-docs" as configured in LonlySteve/abaqus6.14mcp. Launched with C:/abaqus-614-mcp-suite/.local/venvs/abaqus-docs-rag/Scripts/python.exe C:/abaqu. Needs 3 environment variables to run.

not rated 102 6mo ago A tokens not measured

fdueblab/Micro-Agent

Skill Claude CodeCodex

Technical guidance for recognizing human actions in video without training a new machine-learning model or using an LLM. It describes a pipeline that samples video frames, estimates body poses, measures movement, and assigns labels with rules.

not rated 100 changed 1mo ago A SkillSpector: pass 0 tokens original MIT

statsclaw

246

statsclaw/statsclaw

Plugin Claude Code

Bundles 15 skills, 9 agents · 301 tokens together

Multi-agent workflow framework for building, testing, and shipping statistical software packages.

not rated 99 +3 7d ago A tokens not measured original MIT

hpc-gmsh

247

SciMate-AI/HPC-Skills

Skill Codex

Build, review, debug, and automate Gmsh geometry and meshing workflows. Use when working with .geo scripts, the Gmsh Python API, GEO versus OpenCASCADE modeling, physical groups, mesh-size fields, transfinite or recombine options, boundary layers, structured/unstructured algorithm selection, mesh partitioning…

not rated 98 +2 7mo ago A 119 tokens original MIT

rowan

248

dralkh/seerai

Skill Claude CodeCodex

Rowan is a cloud-native molecular modeling and medicinal-chemistry workflow platform with a Python API. Use for pKa and macropKa prediction, conformer and tautomer ensembles, docking and analogue docking, protein-ligand cofolding, MSA generation, molecular dynamics, permeability, descriptor workflows, and related…

not rated 98 +4 1mo ago A 100 tokens original MIT

notebook-cli

249

jupyter-ai-contrib/nb-cli

Skill Claude CodeCodex

Use the nb CLI for all Jupyter notebook (.ipynb) operations, including reading, inspecting, creating, editing cells, deleting cells, clearing outputs, searching, executing, and working with connected JupyterLab sessions or remote kernel gateways. Required when an agent needs deterministic notebook manipulation without…

not rated 97 +1 2d ago A SkillSpector: pass 73 tokens original BSD-3-Clause

tsbootstrap

250

astrogilda/tsbootstrap

MCP server Claude CodeCodexCursor +2

Fast, dependence-aware resampling and uncertainty for time series and panels. Runs locally from the tsbootstrap Python package.

not rated 97 +1 3d ago A tokens not measured original MIT

evsys-sdk

251

ev-sys/evsys-sdk

Plugin Claude Code

Bundles 6 skills, 1 command, 1 hook · 452 tokens together

evsys-sdk usage skills for the autoresearch loop: read a project's goal and experiment history, decide the next experiment, scaffold and launch it, and read/write experiments, datasets, benchmarks, and metrics via the SDK.

not rated 95 2mo ago A tokens not measured

ek-omniprobe-ai

252

EmbeddedKitOrg/EK-OmniProbe

Skill Codex

A local bridge for reading serial-port text and standard samples, then analysing logs and signal waveforms and adjusting device settings safely. Serial ports are connections commonly used to communicate with embedded devices.

not rated 95 2mo ago A 83 tokens

IlyaGusev/academia_mcp

MCP server Claude CodeCodexCursor +2

Search arXiv and ACL Anthology, retrieve citations and references, and browse web sources to accel… Remote server at server.smithery.ai.

not rated 94 7d ago A tokens not measured original Apache-2.0

dat-skill

254

that-company/dat-skill

Skill Codex

Default path for any cloud training work in Dat. Use this skill whenever a task needs cloud training, GPU training, model fine-tuning, training evaluation, long-running training compute, or hosted training job orchestration. Also use it to submit prepared packages, handle approval/session handoff, track jobs, cancel…

not rated 93 3mo ago A 77 tokens

ml-paper-writing

255

raphaelmansuy/edgecrab

Skill Claude CodeCodex

Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready submissions. Includes LaTeX templates, reviewer guidelines, and citation verification workflows.

not rated 93 3mo ago A 65 tokens

Ayueh0102/Ronnier-skill

Skill Claude CodeCodex

A reference skill for answering questions about colour science and colour measurement. It covers topics such as CIE colour systems, colour differences, colour appearance, colour vision and lighting.

not rated 92 2mo ago A 244 tokens

math-proof

257

morankor/theorist-toolbox

Skill Codex

Write rigorous, gap-free mathematical proofs for academic research. Use when asked to prove, derive, justify analytically, expand a proof sketch, check a theorem statement, or turn economic or game-theoretic reasoning into a complete proof with explicit algebra, signs, edge cases, and no hand-waving.

not rated 92 +1 2mo ago A SkillSpector: pass 64 tokens original MIT

Jerry-del975/ai-zemax-optical-design

Skill Codex

Automated optical design agent for Ansys Zemax OpticStudio 2024 R1 through ZOS-API. Use when Codex should automatically turn optical requirements or an existing .zmx/.zos/.zar file into an executable Zemax design loop: parse requirements, create or load a lens model, run baseline analyses, choose variables and…

not rated 92 +6 3mo ago A 114 tokens

mcp-stata

259

tmonk/mcp-stata

Plugin Claude Code

Bundles 20 skills, 4 agents, 1 hook · 960 tokens together

mcp-stata - an agentic toolkit for empirical researchers. Gives AI agents native control over a local Stata installation, allowing agents to run do-files, inspect data, check stored results, and export graphs.

not rated 91 5mo ago A tokens not measured AGPL-3.0

elsevier-figure-style

260

guhou-hvi/elsevier-figure-style

Skill Codex

Generate, revise, and audit source-backed quantitative manuscript figures, and visually audit exported schematic/conceptual figures and graphical abstracts without redrawing them in v0.1. Use for Elsevier-style manuscript figure generation, matplotlib or ggplot2 result plots, line charts, heatmaps, bar charts, scatter…

not rated 89 +1 23d ago A SkillSpector: pass 105 tokens original MIT

chem-tools

261

DrugClaw/DrugClaw

Skill Claude CodeCodex

Computational chemistry workflow guide for DeepChem, PySCF, RDKit, assay-table normalization, PDBbind-style structure datasets, QSAR and structure benchmarks, DrugBank lookup, ligand-only and structure-aware affinity prediction, ADMET triage, bioactivity prediction, virtual screening, and docking follow-up.

not rated 88 +1 7mo ago A 65 tokens original Apache-2.0

nlp-text-analysis

262

leonardodalinky/SciDER

Skill Claude CodeCodex

Text data analysis for NLP research — dataset characterization, preprocessing decision guide, tokenization choices, embedding selection, and evaluation metrics (BLEU, ROUGE, BERTScore, perplexity). Use when analyzing or processing text datasets.

not rated 88 26d ago A 51 tokens original Apache-2.0

foryourhealth111-pixel/research-innovation-explorer

Skill Codex

Build literature-grounded research-question candidate landscapes by collecting papers, generating A+B matrices, and dynamically reviewing combinations with traceable evidence, uncertainty, and next checks. Use when an AI agent needs to explore a field, screen research questions, compare paper combinations, inspect…

not rated 86 2mo ago A 70 tokens original MIT

QGIS Processing

264

GeoRetina/Arion

Skill Claude CodeCodex

Use Arion's local QGIS integration to discover, describe, and run qgisprocess workflows against file-backed layers. Use when a request involves QGIS Processing algorithms, qgisprocess troubleshooting, chaining multiple QGIS steps, or selecting the right algorithm and parameters for a map layer.

not rated 86 7mo ago A 61 tokens GPL-3.0

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: