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.

manim

697

awesome-skills/manim-skill

Skill Claude CodeCodex

Create and edit programmatic explanatory animations, videos, and GIFs with Manim Community Edition. Use for mathematical animation, algorithm animation, animated technical diagrams, or an explicit Manim request. Static diagrams, ordinary charts, and interactive web UI do not need this skill unless the user chooses…

not rated 10 changed 7d ago A 63 tokens original MIT

czml-model

698

CesiumGS/cesiumjs-ai-starter-app

Skill Claude CodeCodex

CZML 3D models (glTF) for vehicles, aircraft, spacecraft, or any 3D asset placed on the globe, including per-node transformations and Model Articulations for jointed or moving parts. Use when the intent describes a 3D model, glTF asset, vehicle/aircraft/rocket model, or a model with moving, articulated, or transformed…

not rated 10 1mo ago A 83 tokens original Apache-2.0

coarse-grained-md

699

SFETNI/Deep-Matter-Chem-Skills

Skill Claude CodeCodex

This skill covers coarse-grained (CG) molecular dynamics: mapping atomistic structures to CG bead representations, parameterizing CG force fields (Martini 3, iterative Boltzmann inversion, force matching), running CG simulations in GROMACS and LAMMPS, backmapping CG configurations to atomistic resolution, and…

not rated 10 26d ago A 5 tokens original MIT

scope

700

jzl-maker/EA-SKILL

Command Claude Code

A command for connecting to supported oscilloscopes, capturing or reading waveforms, measuring them, and saving results as CSV files or plots. An oscilloscope is a device that displays changing electrical signals.

not rated 10 changed 1mo ago A 0 tokens original MIT

amesim-mcp-server

701

SometingGBBB/Simcenter-Amesim-MCP

MCP server Claude CodeCodexCursor +2

MCP server "amesim-mcp-server" as configured in SometingGBBB/Simcenter-Amesim-MCP. Runs locally from the amesim-mcp-server Python package.

not rated 10 2mo ago A tokens not measured

etabs-mcp

702

mdvaleed7/ETABS-mcp

MCP server Claude CodeCodexCursor +2

MCP server "etabs-mcp" as configured in mdvaleed7/ETABS-mcp. Runs locally from the etabs-mcp Python package.

not rated 10 4mo ago A tokens not measured

roohe/agentic-super-skills

Skill Claude Code

Part of the AlterLab Academic Skills suite. Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, figure integration, and…

not rated 10 +2 5mo ago A 72 tokens

sonicfieldlabs/akouo

Skill Claude CodeCodex

Canonical AKOÚŌ mode for machine-operable sonic distinctions across available bandwidths, temporal scales, multiple listening passes, archives, virtual signals, and declared observation-to-sound mappings. Use when the task concerns agent-native or algophonic listening, cross-scale sonic relations, non-human-audible…

not rated 10 changed 23d ago A 74 tokens original MIT

Suzhou-Tongyuan/sysplorer-mcp-server

Skill Claude CodeCodex

Use DesignOptMpe in Sysplorer for parameter design, MPE parameter estimation, optimization/calibration scripts, and runsysplorerapi experiment loops. Covers native MPE workflows, multi-boundary and steady-state estimation, unified residual design, batch-simulation-driven custom algorithms, and external algorithm…

not rated 10 changed 2d ago A 103 tokens original MIT

release-code

706

Tx1207/hello-scholar

Skill Codex

Derive a public, reproducible release of research code from the development repository. Trace the minimal code behind the paper's claims, assemble it on an orphan branch for a separate public repository, check for leaks, and verify that it reproduces the results reported in the paper. Use when preparing or updating an…

not rated 10 changed 12d ago A 78 tokens original MIT

manuscript-check

707

MarkD1Zzz/workflow-tracker

Skill Claude CodeCodex

A Chinese-language skill for checking the completeness and consistency of academic manuscripts. It traces claims to original papers, code, and experiment records, then checks related text, tables, scripts, figures, and stored memories.

not rated 9 4mo ago A 124 tokens original MIT

mxl-driver-dftbplus

708

TaoELi/MaxwellLink

Skill Claude CodeCodex

This skill should be used when users want to couple MaxwellLink to the MaxwellLink-aware DFTB+ fork via the MaxwellLinkSocket block, including real-time Ehrenfest dynamics, VelocityVerlet Born-Oppenheimer MD, dipole-derivative choices, build/install, and TCP/UNIX socket connection patterns.

not rated 9 15d ago A 75 tokens GPL-2.0

zemax-python-connect

709

Hao-xl/zemax-python-connect

Skill Claude CodeCodex

A focused guide for connecting Python to Zemax OpticStudio, optical design software, through its ZOS-API programming interface. It checks installation paths, required files, licenses, connection modes, and the active optical system.

not rated 9 3mo ago A 77 tokens original MIT

proofcheck

710

gyf9712/stat-theory-skills

Skill Claude Code needs its repo

A systematic checker for mathematical proofs in statistics and machine-learning research papers.

not rated 9 3mo ago A 57 tokens original MIT

jupyter-mcp-server

711

ChengJiale150/jupyter-mcp-server

MCP server Claude CodeCodexCursor +2

A powerful MCP server for AI-driven Jupyter Notebook management and execution. Runs locally from the better-jupyter-mcp-server Python package.

not rated 9 1y ago A tokens not measured original MIT

mcp-server-mcsa

712

LGDiMaggio/mcp-motor-current-signature-analysis

MCP server Claude CodeCodexCursor +2

MCP server for Motor Current Signature Analysis (MCSA) — spectral analysis, fault frequency calculation, and fault detection in electric motors. Runs locally from the mcp-server-mcsa Python package.

not rated 9 5mo ago A tokens not measured original MIT

alphadynamics

713

krisss0mecom/AlphaDynamics

Plugin Claude Code

Bundles 1 skill · 105 tokens together

Predict torsion-angle ensembles for any peptide sequence using AlphaDynamics — natural-language interface to the alphadynamics pip package.

not rated 9 6mo ago A tokens not measured original Apache-2.0

asr-transcription

714

bleakbelladonnals/asr-transcription-skills

Skill Claude CodeCodex

A guide for testing speech-to-text systems, which turn recordings into written words, and for building batch transcription workflows. It covers comparing recording hardware, transcription services, and AI-generated meeting notes.

not rated 9 2mo ago A 124 tokens original MIT

project-engineering

715

quattro/jax-numerics-agent

Skill Claude CodeCodex

Engineering rules for JAX/Equinox scientific computing; API stability, docs, CI, serialization.

not rated 9 2mo ago A 24 tokens original MIT archived

ciqual-mcp

717

plemio/ciqual-mcp

MCP server Claude CodeCodexCursor +2

MCP server for ANSES Ciqual French food composition database with SQL interface. Runs locally from the ciqual-mcp Python package.

not rated 9 3mo ago A tokens not measured original MIT

mujoco-mcp

718

robotlearning123/mujoco-mcp

MCP server Claude CodeCodexCursor +2

MCP server "mujoco-mcp" as configured in robotlearning123/mujoco-mcp. Runs mujoco_mcp with python. Needs 3 environment variables to run.

not rated 9 4mo ago A tokens not measured original MIT

mcp-server

719

linancn/tiangong-lca-mcp

MCP server Claude CodeCodexCursor +2

TianGong LCA MCP Server. Runs locally from the @tiangong-lca/mcp-server npm package.

not rated 9 2mo ago A tokens not measured original MIT

photonforge

720

flexcompute/plugin-marketplace

Plugin Claude Code

Bundles 8 skills · 1,288 tokens together

PhotonForge PCell, layout, routing, circuit/time-domain simulation, project versioning + cloud-GUI (photonforge-server), serialization, GUI automation, LiveViewer, variation-aware yield/DFM, and documentation guidance for AI coding agents.

not rated 9 1mo ago A tokens not measured

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