Scientific

15,107 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.

QGIS Processing

241

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 84 5mo ago A 61 tokens GPL-3.0

hpc-ls-dyna

242

SciMate-AI/HPC-Skills

Skill Codex

Create, review, debug, and recover LS-DYNA keyword decks and simulation workflows. Use when working with LS-DYNA .k or .key input files, include trees, explicit crash or impact models, implicit static or quasi-static solves, contact definitions, section and material selection, timestep or mass-scaling control…

not rated 84 +1 5mo ago A 114 tokens original MIT

arc

243

tririver/arc

Plugin Claude Code

Bundles 1 skill · 62 tokens together

Agent Research Copilot for academic papers and theoretical-physics research workflows.

not rated 83 +1 changed 3d ago A tokens not measured original MIT

fmri-skill

244

CUHK-AIM-Group/NeuroClaw

Skill Claude CodeCodex

Use this skill whenever the user wants to perform fMRI preprocessing, first-level analysis, ROI extraction, functional connectivity, effective connectivity, or atlas-based alignment to MNI152 space using either fMRIPrep, HCP-style pipelines, or CONN Toolbox. Triggers include: 'fmri', 'fMRI analysis', 'functional…

not rated 83 10d ago A 122 tokens original MIT

latex-posters

245

Drchronx/ai-agent-research-starter-kit

Skill Claude Code

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 poster-specific best practices for visual communication.

not rated 82 +4 3mo ago A 60 tokens

mcp-stata

246

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 81 3mo ago A tokens not measured AGPL-3.0

paperbanana-cn

249

mituan-ai/PaperBanana-CN

MCP server Claude CodeCodexCursor +2

PaperBanana-CN academic illustration with independent model connections. Runs locally from the paperbanana-cn Python package.

not rated 78 4d ago A tokens not measured original MIT

rowan

250

dralkh/iktinah

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 77 2mo ago A 100 tokens original MIT

tensormux/kernel-skills

Skill Claude CodeCodex

Guide the agent through designing and implementing a correct, efficient CUDA reduction kernel for a given operator (sum, max, min, or custom binary associative op), covering warp-level primitives, block-level reduction, multi-block strategies, and when to use CUB instead.

not rated 73 +1 2mo ago A 0 tokens original MIT

bear-research

253

fei0810/bear-research-skills

Plugin Claude Code

Bundles 8 skills · 2,015 tokens together

A collection of five skills for searching and working with academic research papers. They use the scimaster-cli search tool and state that citations are based on real searches.

not rated 71 2mo ago A tokens not measured

openevidence

254

htlin222/openevidence-mcp

Skill Claude CodeCodex

Query OpenEvidence (clinical evidence assistant) without an MCP server. Closely mirrors the openevidence-mcp tool surface - check auth, list question history, fetch an article, or ask a new question (with optional follow-up thread). Use when the user asks medical / evidence-based clinical questions, references…

not rated 71 1mo ago A 111 tokens original Apache-2.0

mechanist

255

zjunlp/Mechanist

Plugin Claude Code

Bundles 54 skills, 4 agents · 6,305 tokens together

Mechanist — AI Systems as Scientific Instruments for Understanding the Mechanisms of Intelligence.

not rated 71 +20 11d ago A tokens not measured original MIT

chemmcp

256

OSU-NLP-Group/ChemMCP

MCP server Claude CodeCodexCursor +2

MCP server "chemmcp" as configured in OSU-NLP-Group/ChemMCP. Runs locally from the ChemMCP Python package.

not rated 71 1y ago A tokens not measured original Apache-2.0

pypsamcp

257

open-energy-transition/pypsa-mcp

MCP server Claude CodeCodexCursor +2

PyPSA MCP: PyPSA Energy Modeling for LLMs. Runs locally from the pypsamcp Python package.

not rated 71 +1 5mo ago A tokens not measured original MIT

paper-reviewer

258

morankor/theorist-toolbox

Agent Claude Code

Adversarial reviewer agent for the AI co-mathematician system. Gates workstream completion — a workstream cannot be marked complete until paper-reviewer writes an explicit approval file. Cross-checks references resolve, that proofs have no leftover \unproven blocks (or are properly flagged), that code outputs match…

not rated 70 +1 28d ago A 112 tokens original MIT

open-map-stack

259

jaakla/openmapstack

Plugin Claude Code

Bundles 1 skill · 169 tokens together

Agentic GIS / geospatial workflows: source discovery and provenance (from open data sources first), vector/raster/point-cloud pipelines, CRS and metric analysis, spatial SQL, QGIS projects, tile generation, and web maps — compiled into reproducible projects.

not rated 68 changed 3d ago A tokens not measured original MIT

open-meteo-advanced

260

cmer81/open-meteo-mcp

Skill Claude CodeCodex

Use when the user wants a specific weather model, needs ensemble uncertainty ranges, requests seasonal outlooks, or asks for long-term climate projections.

not rated 68 +1 1mo ago A 35 tokens original MIT

ansys-workbench

261

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 5 environment variables to run.

not rated 68 +2 1mo ago A tokens not measured original MIT

onecite

262

HzaCode/OneCite

Skill Claude CodeCodex

Validate, clean, and audit academic references with OneCite from a local repository checkout. Use when a workflow needs deterministic citation verification, BibTeX cleanup, benchmark gating, or template discovery.

not rated 65 1mo ago A 42 tokens original MIT

comsol-sim

263

svd-ai-lab/sim-plugin-comsol

Skill Claude CodeCodex

Use when the user asks Codex, Claude Code, ChatGPT-style coding agents, or another AI agent to build, inspect, run, debug, or revise COMSOL Multiphysics / COMSOL Desktop models. Choose the simplest real COMSOL control path for the task: saved .mph inspection, local COMSOL documentation, direct COMSOL executables…

not rated 65 19d ago A 134 tokens original Apache-2.0

analog-netlist-crawl

264

Arcadia-1/analog-agents

Skill Claude CodeCodex

Crawl and analyze post-layout parasitic netlists without running SPICE. Answers "what's the effective resistance from node A to node B across this massive R mesh?", "inside the VREFN mesh, which device pins are electrically farthest apart?", "which nets have the worst coupling?", "where does settling bottleneck?" — by…

not rated 64 +5 2mo ago A 291 tokens

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