Python

6,137 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.

torchscan

145

frgfm/torch-scan

Skill Claude CodeCodex

Inspect and compare PyTorch models with TorchScan reports, operator FLOPs, and peak-memory workloads. Use when an agent must analyze model structure, parameters, compute, memory, regressions, unsupported operations, or an owner-provided model budget without inventing completeness.

not rated 222 6d ago A 56 tokens original Apache-2.0

codex-panel-reproduce

146

littlepeachs/NaturePanelForge

Skill Claude CodeCodex

Use this skill when asked to reproduce or refine a single scientific figure panel as editable Python/matplotlib code in NaturePanelForge. It covers the local Codex panel-to-code workflow, dry-runs, review loops, expected artifacts, and validation.

not rated 218 +2 1mo ago A 56 tokens original MIT

sync-check

147

ItamarZand88/CLI-Anything-WEB

Skill Claude Code

Walks the documentation dependency web after a CLI code change and reports which downstream files (skills, SOPs, READMEs, plugin references) are out of sync. Use after fixing a bug, adding a command, changing auth behavior, refactoring, or before committing — and when the user says "sync check", "update docs"…

not rated 215 4d ago A 95 tokens original MIT

company

148

eddmpython/dartlab

Skill Claude CodeCodex

A single-company research interface for South Korean DART filings and United States EDGAR filings. It provides one object through which users can request company records, analysis, credit, prices, quantitative data, market context, industry information, and reports.

not rated 210 4d ago A 0 tokens original Apache-2.0

tumf/mcp-text-editor

Instructions file CodexOpenCode

Instructions for tumf/mcp-text-editor, covering agents.md - mcp text editor server, project overview, build system, essential commands and install dependencies.

not rated 199 5mo ago A 1,087 tokens original MIT

pyscrappy

151

mldsveda/PyScrappy

MCP server Claude CodeCodexCursor +2

A robust, all-in-one Python web scraping toolkit. Runs locally from the pyscrappy Python package. Needs 1 environment variable to run.

not rated 196 +2 3d ago A tokens not measured original MIT

SkBlaz/py3plex

Instructions file GitHub Copilot

Copilot instructions for SkBlaz/py3plex, covering github copilot instructions for py3plex, project overview, repository structure, key code patterns and network creation.

not rated 188 5d ago A 2,573 tokens original MIT

Dicklesworthstone/markdown_web_browser

Instructions file CodexOpenCode

AGENTS.md instructions for Dicklesworthstone/markdown_web_browser, covering agents.md — markdownwebbrowser, rule 0 - the fundamental override prerogative, rule number 1: no file deletion, git branch: only use main, never master and toolchain: python & uv.

not rated 182 yesterday E 10,994 tokens

python

154

emarco177/mcp-crash-course

Cursor rule Cursor

You are an expert in Python, FastAPI, and scalable API development.

not rated 179 5mo ago A 762 tokens copy · 94% Apache-2.0

justxor/pythonroamap2026

Instructions file Claude Code

Project instructions for a Russian-language Python roadmap covering how AI agents should work in the repository, its purpose, technology choices, and code-example style.

not rated 177 +5 3mo ago A 1,380 tokens

marimo-notebook

156

marimo-team/skills

Skill Claude CodeCodex

Write a marimo notebook in a Python file in the right format.

not rated 172 17d ago A 19 tokens original Apache-2.0

friendly-python

157

PsiACE/skills

Skill Codex

Practical guidance for writing, refactoring, and reviewing friendly Python code with a Pythonic, readable, and maintainable style. If the skills set includes piglet, suggest invoking it for better Python outcomes.

not rated 170 17d ago A 45 tokens

ma2za/python-substack

Instructions file Gemini CLI

Gemini CLI instructions for ma2za/python-substack, covering python-substack maintainer instructions, project, development and releases.

not rated 168 +1 yesterday A 642 tokens original MIT

weightslab AGENTS.md

159

GrayboxTech/weightslab

Instructions file Claude CodeCodexOpenCode

AGENTS.md instructions for GrayboxTech/weightslab, covering weightslab — agent context for users & debugging, 0. how to load this guide into claude code, 1. what it is and how the pieces connect, 2. install & run (the happy path) and ... your training loop ...

not rated 167 yesterday A 4,324 tokens original Apache-2.0

django-patterns

160

deepelementlab/clawcode

Skill Claude CodeCodex

Django architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps.

not rated 163 +1 3mo ago A 32 tokens GPL-3.0

TradersPost/pinescript-agents

Instructions file Claude Code

Claude Code instructions for TradersPost/pinescript-agents, covering pine script development assistant, quick start, critical syntax rules, line continuation - never split ternary operators and plot scope restriction.

not rated 160 +3 1mo ago A 1,108 tokens

ambient-code/agentready

Agent Claude Code

Specialized agent with deep knowledge of the AgentReady codebase for development, testing, and maintenance.

not rated 151 yesterday A 23 tokens original MIT

robots AGENTS.md

164

strands-labs/robots

Instructions file CodexOpenCode

AGENTS.md instructions for strands-labs/robots, covering agents.md - strands-labs/robots, project dashboard, repository structure, development and install with all optional deps.

not rated 151 +4 changed yesterday A 45,981 tokens original Apache-2.0

railtracks AGENTS.md

165

RailtownAI/railtracks

Instructions file CodexOpenCode

AGENTS.md instructions for RailtownAI/railtracks, covering repository overview, accessing docs, setup, common commands and lint / format (must pass before commit, ci enforces this).

not rated 148 2d ago A 2,434 tokens original MIT

localOCR AGENTS.md

166

Curiosity-Ai-BV/localOCR

Instructions file CodexOpenCode

AGENTS.md instructions for Curiosity-Ai-BV/localOCR, covering repository guidelines, project structure & module organization, build, test, and development commands, coding style & naming conventions and testing guidelines.

not rated 148 3mo ago A 574 tokens original MIT

DevXDojo/my-github-202X

Instructions file GitHub Copilot

Copilot instructions for DevXDojo/my-github-202X, covering github copilot instructions for my github 2025, project overview, project structure, technology stack and backend.

not rated 143 21d ago A 2,481 tokens original MIT

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: