Scientific

15,286 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.

swmm-mcp

721

kLabUM/SWMM-MCP-PUB

MCP server Claude CodeCodexCursor +2

MCP server "swmm-mcp" as configured in kLabUM/SWMM-MCP-PUB. Runs locally from the swmm-mcp Python package.

not rated 7 +1 2mo ago A tokens not measured original MIT

czml-model

722

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 7 +1 15d ago A 83 tokens original Apache-2.0

math-beamer

723

VeryMath/AI4Math-Writing

Skill Codex

Use when creating, revising, or auditing source-grounded mathematical Beamer slide decks from papers, notes, proofs, lectures, experiments, or existing LaTeX slides across pure mathematics, applied mathematics, computational mathematics, statistics, optimization, geometry, topology, algebra, number theory…

not rated 7 +1 changed yesterday A 100 tokens original MIT

experiment-audit

724

SreeDharshan-GJ/experiment-audit

Plugin Claude Code

Bundles 1 skill · 276 tokens together

Scientific Research Reasoning Engine for evaluating experimental and empirical claims — auditing ML training runs, ablations, and sweeps; reviewing papers; checking reproducibility; and producing structured research reports. Optional Weights & Biases integration via the experiment-audit-mcp server.

not rated 7 16d ago A tokens not measured original MIT

hajibabaie/combinatorial-optimization-skills

Plugin Claude Code

Bundles 76 skills · 9,357 tokens together

76 skills covering MILP modeling with Gurobi, decomposition methods (column generation, Benders, Lagrangian), all major metaheuristics (GA, PSO, SA, tabu, ALNS, BRKGA, ...), encodings and operators, classic problems (TSP, VRP, scheduling, knapsack, facility location), and optimization research workflows with numpy…

not rated 7 3mo ago A tokens not measured original MIT

lacuna-research-mcp

727

tiptreesystems/lacuna-research-mcp

MCP server Claude CodeCodexCursor +2

MCP server for Lacuna, a research map for machine learning: search directions, papers, authors, venues, and AI-generated research proposals. Runs locally from the lacuna-research-mcp Python package.

not rated 6 1mo ago A tokens not measured original MIT

autoreport

728

xjsongphy/skills

Skill Codex

Use when generating a physics or engineering experiment report from measured data and reference materials — orchestrates Theory, Data Analysis, Plotting, and Report sub-agents to produce a compiled LaTeX PDF. Also use for any sub-task in that pipeline: deriving formulas, analyzing lab data, plotting measurements with…

not rated 6 10d ago A 74 tokens

alkyl

729

Kdevos12/ALKYL

Plugin Claude Code

Bundles 27 skills · 1,690 tokens together

Computational chemistry and drug discovery plugin for Claude Code — RDKit, docking, MD, QM, FEP, generative design, and 23 domain skills.

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

omophub-mcp

730

OMOPHub/omophub-mcp

MCP server Claude CodeCodexCursor +2

Search, lookup, map, and navigate OMOP medical vocabularies via AI agents. Runs locally from the @omophub/omophub-mcp npm package. Needs 1 environment variable to run.

not rated 6 4d ago A tokens not measured original MIT

gl-paper-replication

731

Ali66611/glskill

Skill Codex

Use when helping a user lightly replicate and learn from an empirical economics, management, finance, or accounting paper from public paper materials, create a clean replication project structure, extract variables/data/models, draft basic Stata replication steps, explain code and tables, record reproducible outputs…

not rated 6 1mo ago A 72 tokens original MIT

paper-to-talk

733

MinhMPA/paper-to-talk

Skill Claude CodeCodex

Use when preparing a clean 15-20 min academic talk (journal club, group meeting, seminar, conference talk) from 1-2 source papers, with LaTeX Beamer slides that prioritize white space, sparse text, readable figures, and defensible source attribution. Also use when incorporating recorded talks, videos with captions…

not rated 6 4mo ago A 166 tokens original MIT

tle-satellite

734

ivanstan/tle-api

MCP server Claude CodeCodexCursor +2

Access TLE orbital data for thousands of satellites including ISS, Starlink, and Hubble. Remote server at tle.ivanstanojevic.me.

not rated 6 4mo ago A tokens not measured GPL-3.0

RyanCardin15/Perigee-Tides

MCP server Claude CodeCodexCursor +2

NOAA tides and currents: water levels, tide predictions, currents, met data, flooding, sun and moon. Runs locally from the @ryancardin/noaa-tides-currents-mcp-server npm package.

not rated 6 1mo ago A tokens not measured original MIT

mochenxin2025-png/skincare-products-skill

Skill Claude CodeCodex

Dermatology-oriented cosmetic formulation analysis. Analyzes skincare, sunscreen, cleanser, shampoo, and cosmetic products by ingredient list using first-principle reasoning, evidence-based evaluation, and a structured scoring system. Use when the user asks to analyze, evaluate, review, or score a cosmetic product…

not rated 6 2mo ago A 181 tokens

albumentationsx-mcp

737

dKosarevsky/albu-mcp

Skill Codex

Use when Codex needs to install, configure, or operate AlbumentationsX MCP from agent hosts for computer-vision augmentation previews, feedback-driven tuning, bounded local dataset review, or evidence-backed adoption workflows.

not rated 6 29d ago A 49 tokens AGPL-3.0

manim

738

awesome-skills/manim-skill

Skill Claude CodeCodex

This skill should be used when the user asks to "create an animation", "make a manim video", "animate this concept", "visualize this process", "create a GIF for my blog", "plot a graph", "animate a value", or mentions "manim", "mathematical animation", "code animation", "process visualization", "technical animation"…

not rated 6 6mo ago A 116 tokens

nmdc-explore

739

joevstaas/awesome-claude-skills

Skill Claude CodeCodex

Search and inspect datasets in the Norwegian Marine Data Centre (NMDC, metadata.nmdc.no) — natural-language queries by keyword, provider, geography, and period; dataset detail views with file lists and on-demand link/size probing; and feasibility advice for ingesting NMDC data into the Ocean Data Platform (ODP).…

not rated 6 15d ago A 96 tokens original MIT

kshana

740

ashfordeOU/kshana

Plugin Claude Code

Bundles 1 command, 2 MCP servers · 24 tokens together

Run the validated Kshana PNT-resilience engine from an AI agent — SGP4/SDP4, IAU frames, GNSS availability/DOP/ARAIM, Allan/MTIE timing, GNSS-INS fusion and quantum-sensor models. The agent calls the real, externally-validated engine instead of guessing the math. Requires the kshana-mcp server on PATH (cargo install…

not rated 6 11d ago A tokens not measured AGPL-3.0

ajhcs/healthcare-data-mcp

MCP server Claude CodeCodexCursor +2

One of 20 in .mcp.json

MCP server "health-system-profiler" as configured in ajhcs/healthcare-data-mcp. Launched with hc-mcp health-system-profiler.

not rated 6 1mo ago A tokens not measured original MIT

geotap-mcp-server

742

jcholly/geotap-developer

MCP server Claude CodeCodexCursor +2

MCP server for GeoTap — collect comprehensive environmental data from 80+ US federal sources for any site. One tool, all the data. Runs locally from the geotap-mcp-server npm package.

not rated 6 5mo ago A tokens not measured original MIT

nasa-mcp

743

AnCode666/nasa-mcp

MCP server Claude CodeCodexCursor +2

NASA API integration with MCP (Model Context Protocol). Runs locally from the nasa-mcp Python package.

not rated 6 8mo ago A tokens not measured original MIT

arxiv_searcher

744

emi-dm/Arxiv-MCP

MCP server Claude CodeCodexCursor +2

MCP server "arxivsearcher" as configured in emi-dm/Arxiv-MCP. Runs locally from the arxiv_searcher Python package.

not rated 6 11mo ago A tokens not measured

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: