Scientific

15,169 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.

chuk-mcp-physics

553

IBM/chuk-mcp-physics

MCP server Claude CodeCodexCursor +2 ✓ vendor

MCP server for physics simulations and calculations using Rapier physics engine. Runs locally from the chuk-mcp-physics Python package.

not rated 12 today A tokens not measured original Apache-2.0

thrml

554

extropic-ai/thrml-skill

Skill Claude CodeCodex

Write correct, idiomatic THRML code, centered on Ising machines and how they are trained. THRML is Extropic's JAX-based GPU simulator for the block Gibbs sampling programs that run natively on Extropic's probabilistic computing hardware. Use this skill whenever the user mentions THRML, Extropic, probabilistic…

not rated 12 +2 3mo ago A 174 tokens

lsdyna-kagent

555

LLK-LL/K-agent

Plugin Claude Code

Bundles 1 skill, 1 agent · 196 tokens together

LS-DYNA K-file authoring agent: turns natural-language simulation requests into complete, solver-verified .k input decks (crash / drop / penetration / forming / ALE / SPH). Includes local keyword-manual lookup, material library, search-only literature support through a reuse-first academic-search MCP fallback, mesh…

not rated 12 +4 1mo ago A tokens not measured original MIT

cass-2003/local-workflow-skill

Skill Claude Code

A guide to using AI when drafting and improving scientific papers, while keeping the research question, evidence, and conclusions under the researcher's control.

not rated 12 2mo ago A 45 tokens original MIT

LivXue/paper-search-with-citation

Skill Claude CodeCodex

Use when working with the Academic Paper Search and BibTeX Generation API, including searching papers, retrieving BibTeX citations, and monitoring API manager statistics.

not rated 11 1mo ago A 36 tokens

korean-rnd-regs-mcp

560

smilemin07/korean-rnd-regs-mcp

MCP server Claude CodeCodexCursor +2

A local MCP server for reviewing South Korean national research-and-development regulations. MCP is a way for an AI agent to call an external tool.

not rated 11 15d ago A tokens not measured original Apache-2.0

opensci-skill

561

HughYau/opensci-skill

Skill Claude CodeCodex

Help an agent familiarize itself with any scientific Python library or codebase so it can write a high-quality opensci skill for that library. Use when creating, auditing, or refactoring opensci skills for published packages, source-only repositories, namespace packages, or mixed-layout projects. Content is optimized…

not rated 11 6mo ago A 0 tokens

nnsight

562

ndif-team/skills

Plugin Claude Code

Bundles 7 skills · 216 tokens together

Neural network interpretability with nnsight 0.8 - tracing, intervening, patching, steering, debugging, and remote execution on NDIF.

not rated 11 changed today A tokens not measured original MIT

michael-writing

563

michaelrizvi/claude-config

Skill Claude CodeCodex

Apply Michael's academic writing style when drafting or editing text. Use when writing LaTeX prose, paper sections, abstracts, or any academic text for Michael.

not rated 11 5mo ago A 36 tokens

DamiMartinez/book-skills

Skill Claude CodeCodex

Applies Tom M. Mitchell's "Machine Learning" (1997) framework — the well-posed learning problem (Task/Performance/Experience), hypothesis space and inductive bias, overfitting and the bias-variance tradeoff, proper train/test/cross-validation evaluation with statistical significance, the Bayesian learning perspective…

not rated 11 1mo ago A 211 tokens original MIT

consistency-auditor

565

Rezenders/scientific_writing_agent

Agent Claude Code

Use this agent when you need to audit a LaTeX manuscript repository for internal consistency issues, including after revising a section, before submission, or when you suspect terminology drift, notation mismatches, or contradictions between sections. Context: The user has just rewritten the method section and wants…

not rated 11 5mo ago A 367 tokens original Apache-2.0

ultrasearch

567

zevtos/agentpipe

Skill Claude CodeCodex

A research workflow for systematic literature reviews, which collect and assess published studies on a defined topic. It searches several academic databases, downloads open-access papers, and builds a searchable local collection.

not rated 11 2mo ago A 183 tokens original MIT

dynamo-preprocess

568

aristoteleo/awesome-skill-generate

Skill Claude CodeCodex

Run or adapt dynamo preprocessing with dynamo.preprocessing.Preprocessor, including the recipe branches monocle, seurat, sctransform, pearsonresiduals, and monoclepearsonresiduals. Use when converting or reproducing docs/tutorials/notebooks/100tutorialpreprocess.ipynb, preprocessing an AnnData object for downstream…

not rated 11 5mo ago A 109 tokens original BSD-2-Clause

blas_lapack

569

datathings/marketplace

Plugin Claude Code

Bundles 1 skill · 133 tokens together

Complete CBLAS and LAPACKE C API reference (LAPACK v3.12.1) covering 1284 functions across BLAS Level 1/2/3 vector and matrix operations, linear system solvers, eigenvalue/eigenvector computation, SVD, least squares, matrix factorizations, and auxiliary routines for scientific computing and high-performance numerical…

not rated 11 changed today A tokens not measured original Apache-2.0

research-to-package

571

odinokov/research-to-package

Skill Claude CodeCodex

Use when the user wants to "productionize", "port", "package", "harden", "clean up", or "make installable" research, academic, or prototype code — loose scripts, notebooks, or a one-off repo — turn scripts/notebooks into a real library, get something pip/uv-installable, or build an HPC/SLURM-friendly tool that runs…

not rated 11 2d ago A 132 tokens original Unlicense

paper-orchestra

572

sunjongos/paper-orchestra-for-claude-code

Skill Claude Code

An end-to-end workflow for writing SCI research papers, which are scientific papers intended for journals indexed by the Science Citation Index. It supports brainstorming, novelty checks, paper structure, reviews, bilingual writing, and final document files.

not rated 11 5mo ago A 131 tokens

meta-research

573

AmberLJC/meta-research

Plugin Claude Code

Bundles 1 skill · 98 tokens together

Autonomous research workflow agent for AI and scientific research. Guides the full research lifecycle — brainstorming, literature review, experiment design, analysis, and writing — with dynamic phase transitions, logbox tracking, and reproducibility-first practices.

not rated 11 6mo ago A tokens not measured original MIT

dvcon-papers

574

hevangel/dvcon_ai_library

Plugin Claude Code

Bundles 1 skill, 1 command · 222 tokens together

Search, read, and chat with the DVCon conference paper corpus via the dvcon MCP server, a dvcon-papers skill, and a /dvcon slash command.

not rated 11 2d ago A tokens not measured original MIT

ShangBioLab/SpatialClaw

Skill Claude CodeCodex

Identify tissue regions and spatial niches from preprocessed spatial transcriptomics data using Leiden, Louvain, SpaGCN, STAGATE, GraphST, or BANKSY.

not rated 11 3mo ago A 40 tokens original Apache-2.0

protein-design

576

BioTender-max/ProteinClaw

Skill Claude CodeCodex

Computational protein design toolkit. Use this skill group when: (1) Designing protein binders from scratch, (2) Predicting protein structures (Chai, Boltz, Protenix), (3) Sequence design with ProteinMPNN/LigandMPNN/SolubleMPNN, (4) Quality control and filtering of protein designs, (5) Planning and managing binder…

not rated 11 6mo ago A 145 tokens

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: