Skills & MCP - GitHub Trending Knowledge Graph

GitRank indexes and ranks trending Skills & MCP repositories on GitHub for the This year period. Covering 100 monitored repositories, updated every 6 hours with verified net stars gained.

Skills & MCP

SKILL.md · MCP · Agent 插件100 个监测项目

Agent Skills (SKILL.md), MCP servers, CLAUDE.md / Cursor rules, and coding agent plugins

1
mattpocock

skills

+35/h Surging98 VitalityTrending

Matt Pocock's public .agents skill set, ready to copy into your own AI coding agent setup.

Shell308k
+308k
2
obra

superpowers

+35/h Surging98 VitalityTrending

A skills framework and development methodology that structures how AI coding agents work.

Shell310k
+304k
3
affaan-m

ECC

+34/h Surging98 VitalityTrending

A performance optimization harness adding skills, memory, and security to AI coding agents.

JavaScript294k
+294k
4
anthropics

skills

+20/h Surging98 VitalityTrending

Anthropic's public Agent Skills repo with Python examples showing how to give agents reusable skills.

Python185k
+171k
5
multica-ai

andrej-karpathy-skills

+26/h SurgingTrending

A single CLAUDE.md file that uses Karpathy's observations to reduce Claude Code coding pitfalls.

227k
+227k
6
DietrichGebert

ponytail

+21/h Surging96 Vitality

Makes AI coding agents think like a lazy senior dev, favoring YAGNI: the best code is code you never wrote.

JavaScript181k
+181k
7
msitarzewski

agency-agents

+19/h Surging96 Vitality

A ready-to-use collection of specialized AI agents, each with its own process and deliverable templates.

Shell166k
+165k
8
farion1231

cc-switch

+17/h Surging96 Vitality

A desktop app to manage providers and configs for Claude Code, Codex, and other AI coding agents.

Rust150k
+148k
9
nextlevelbuilder

ui-ux-pro-max-skill

+16/h Surging98 Vitality

An AI skill pack giving coding assistants UI/UX design intelligence across multiple platforms.

Python143k
+143k
10
Graphify-Labs

graphify

+16/h Surging98 Vitality

Turns any codebase, docs, SQL schemas and PDFs into a queryable knowledge graph with deterministic local AST parsing and explained edges.

Python140k
+140k
11
garrytan

gstack

+16/h Surging98 Vitality

Garry Tan's Claude Code setup with 23 opinionated tools covering CEO, design, engineering, release, docs, and QA roles.

TypeScript138k
+138k
12
Leonxlnx

taste-skill

+12/h Surging96 VitalityTrending

Agent skills that give coding agents art direction and browser checks so pages stop looking generic.

JavaScript106k
+106k
13
thedotmack

claude-mem

+12/h Surging98 VitalityTrending

Gives AI coding agents persistent memory across sessions by compressing history and injecting relevant context.

TypeScript107k
+106k
14
addyosmani

agent-skills

+13/h Surging98 Vitality

Production-grade engineering skills for AI coding agents, with setups for Claude Code, Cursor, Codex and more.

JavaScript112k
+112k
15
paperclipai

paperclip

+12/h Surging98 Vitality

An open-source app for orchestrating, managing, and governing AI agents at work.

TypeScript109k
+109k
16
github

spec-kit

+12/h Surging98 Vitality

GitHub's toolkit for spec-driven development, helping you define specs before writing code.

Python144k
+103k
17
pbakaus

impeccable

+11/h Surging96 VitalityTrending

A design vocabulary for coding agents, letting you steer with polish and bolder and review with critique and audit to catch AI slop before shipping.

Rust97k
+97k
18
tt-a1i

archify

+10/h Surging96 Vitality

An agent skill that turns any idea, plan, or codebase into interactive diagrams for Claude Code and Codex.

JavaScript92k
+92k
19
koala73

worldmonitor

+10/h Surging98 Vitality

Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface

TypeScript90k
+90k
20
D4Vinci

Scrapling

+9/h Surging98 Vitality

🕷️ The BEST Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev

Python91k
+83k
21
career-ops-hq

career-ops

+9/h Surging98 Vitality

A local AI job-search agent that scores listings against your CV and tailors resumes and cover letters.

JavaScript79k
+79k
22
ruvnet

ruflo

+8/h Surging98 VitalityTrending

An agent harness for deploying multi-agent swarms, coordinating autonomous workflows, and building conversational AI systems with adaptive memory.

TypeScript80k
+71k
23
headroomlabs-ai

headroom

+9/h Surging96 Vitality

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

Python78k
+78k
24
ComposioHQ

awesome-claude-skills

+9/h Surging91 Vitality

A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows

Python78k
+78k
25
calesthio

OpenMontage

+8/h Surging98 Vitality

Open-source agentic video production system that turns your AI coding assistant into a full studio with 12 pipelines and 100+ tools.

Python74k
+74k
26
mvanhorn

last30days-skill

+8/h Surging98 Vitality

AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary

Python66k
+66k
27
cathrynlavery

diagram-design

+7/h Surging96 Vitality

Editorial diagram templates in 45 styles for AI coding tools, output as self-contained HTML and SVG.

HTML63k
+63k
28
blader

humanizer

+7/h Surging96 Vitality

An agent skill that strips AI-generated writing tells from text for Claude, Cursor, and similar tools.

Python63k
+63k
29
sansan0

TrendRadar

+7/h Surging96 Vitality

undefined is an active open-source project written in Python.

Python63k
+59k
30
coreyhaines31

marketingskills

+7/h Surging98 Vitality

Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering.

JavaScript58k
+58k
31
cloudflare

security-audit-skill

+6/h SurgingTrending

A coding-agent skill running multi-phase security audits with machine-readable, independently verified findings.

JavaScript54k
+54k
32
ayghri

i-have-adhd

+7/h Surging93 Vitality

A skill to stop your coding agent from burying the answer. ADHD-friendly output.

Python60k
+60k
33
Imbad0202

academic-research-skills

+6/h Surging96 Vitality

Academic Research Skills for Claude Code: research → write → review → revise → finalize

Python55k
+55k
34
VoltAgent

awesome-openclaw-skills

+6/h Surging98 Vitality

The awesome collection of OpenClaw skills. 5,400+ skills filtered and categorized from the official OpenClaw Skills Registry.🦞

53k
+53k
35
x1xhlol

system-prompts-and-models-of-ai-tools

+6/h Surging91 Vitality

Collects system prompts and internal models from dozens of AI coding tools like Cursor, Windsurf and Devin for comparison.

144k
+53k
36▲7
Ebony-Vinyl

dsh-our-free-model

+6/h Surging92 VitalityNEW

A dsh plugin that lets you use DeepSeek, Kimi and other frontier models free, with no login or API key.

JavaScript53k
+53k
37▼1
alibaba

open-code-review

+6/h Surging96 Vitality

Automated AI code review system open-sourced by Alibaba engineers.

Go49k
+49k
38▼1
sickn33

agentic-awesome-skills

+6/h Surging98 Vitality

2,877+ reusable AI agent skills for Claude Code, Codex, Cursor and Gemini CLI. AAS Core adds local catalog discovery, agent-owned selection and plan preview. CLI, MCP and plugins.

Python49k
+49k
39▲2
emilkowalski

skills

+6/h Surging96 Vitality

A Markdown collection of practical skills for designers and engineers.

Markdown52k
+52k
40▼2
kepano

obsidian-skills

+6/h Surging

Power-user workflows and knowledge management techniques for Obsidian.

50k
+50k
41▼2
asgeirtj

system_prompts_leaks

+5/h Surging98 Vitality

Documented system prompts from Anthropic - Claude Fable 5.1, Opus 5.5, Claude Design, Claude Code. OpenAI - ChatGPT GPT-6-Astra, Codex. Google - Gemini 3.8 Flash, 3.1 Pro, Antigravity. xAI - Grok, Grok Bot, Cursor, Kimi and more! Updated regularly.

Python71k
+48k
42▼2
DeusData

codebase-memory-mcp

+5/h Surging98 Vitality

Local code intelligence for developers and AI agents. Connect code, docs and infrastructure in a persistent graph, with CBM Lens, MCP tools, agent integrations and change-aware test selection.

C48k
+48k
43▼1
Yuan1z0825

nature-skills

+6/h Surging96 Vitality

Codex skills for Nature-style academic writing and scientific figure preparation.

Python52k
+52k
44
Nutlope

hallmark

+5/h Surging96 Vitality

A design skill for Claude Code, Cursor and Codex that keeps AI-generated interfaces from looking generic.

CSS43k
+43k
45▲1
zhaoxuya520

reverse-skill

+5/h Surging91 Vitality

undefined is an active open-source project written in PowerShell.

PowerShell44k
+44k
46▼1
ChromeDevTools

chrome-devtools-mcp

+5/h Surging98 Vitality

Chrome DevTools Model Context Protocol (MCP) server for AI debugging.

TypeScript55k
+42k
47
hesreallyhim

awesome-claude-code

+5/h Surging98 Vitality

A hand-picked collection of the finest of resources for the most awesome of agents, Claude Code, the undisputed champion of coding companions, from the unstoppable team at Anthropic PBC (no affiliation). A delectable showcase of top tier skills, ambidextrous agents, scintillating status lines, top notch developer tooling, and also we have plugins

Python57k
+41k
48
volcengine

OpenViking

+5/h Surging98 Vitality

Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.

Python41k
+41k
49
vercel-labs

skills

+4/h Surging98 Vitality

The open agent skills tool - npx skills

TypeScript37k
+37k
50
anthropics

knowledge-work-plugins

+4/h Surging98 VitalityTrending

Open-source collection of Claude Cowork plugins aimed at knowledge workers, ready to reuse.

Python34k
+34k
51
alchaincyf

nuwa-skill

+4/h Surging96 Vitality

undefined is an active open-source project written in Python.

Python37k
+37k
52
VoltAgent

awesome-agent-skills

+4/h Surging98 Vitality

A curated collection of 1000+ agent skills from official dev teams and the community, compatible with Claude Code, Codex, Gemini CLI, Cursor, and more.

37k
+37k
53
virgiliojr94

book-to-skill

+4/h Surging98 Vitality

Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.

Python37k
+37k
54
DayuanJiang

next-ai-draw-io

+4/h Surging97 Vitality

Draw and edit draw.io diagrams by chatting with an AI. Web app, desktop app, and an MCP server for Claude Code, Cursor, Codex and VS Code.

TypeScript37k
+36k
55
mksglu

context-mode

+4/h Surging96 Vitality

Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.

TypeScript33k
+33k
56
esengine

DeepSeek-Reasonix

+4/h Surging96 Vitality

A reliable coding agent for complex software engineering tasks.

Go36k
+36k
57
mukul975

Anthropic-Cybersecurity-Skills

+4/h Surging

817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF & MITRE F3 (Fight Fraud) · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI & 20+ platforms · 29 security domains · Apache 2.0

Python35k
+35k
58
freestylefly

awesome-gpt-image-2

+4/h Surging91 Vitality

undefined is an active open-source project written in JavaScript.

JavaScript35k
+35k
59
vercel-labs

agent-skills

+4/h Surging98 Vitality

Vercel's official collection of reusable agent skills covering Next.js, React architecture, web performance, and cloud deployment workflows.

JavaScript33k
+33k
60
tirth8205

code-review-graph

+4/h Surging98 Vitality

Local-first code intelligence knowledge graph for MCP and CLI that reduces LLM context usage during large-repo reviews.

Python33k
+33k
61
googleworkspace

cli

+4/h Surging96 Vitality

Rust-based command-line interface and agent skill suite for automating Google Drive, Gmail, Calendar, Docs, Sheets, and Workspace Admin tasks.

Rust32k
+32k
62▲1
anywhere-labs

dsh-desktop

+4/h Surging96 VitalityNEW

A desktop client for the DeepSeek Harness plugin ecosystem, where the desktop itself is a plugin.

TypeScript34k
+34k
63▼1
google-gemini

gemini-cli

+4/h Surging98 Vitality

An open-source AI agent that brings Gemini into your terminal, with MCP support.

TypeScript109k
+32k
64▲2
Donchitos

Claude-Code-Game-Studios

+3/h Surging96 Vitality

Turns Claude Code into a 49-agent game dev studio with 72 workflow skills mirroring real studio hierarchy.

Shell31k
+31k
65▼1
github

awesome-copilot

+3/h Surging97 Vitality

Official community-curated collection of custom instructions, agent configurations, prompt templates, and skills for maximizing GitHub Copilot productivity.

JavaScript41k
+30k
66▼1
Tencent

WeKnora

+3/h Surging97 Vitality

Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

Go36k
+29k
67
op7418

guizang-ppt-skill

+3/h Surging96 Vitality

AI agent skill that generates polished HTML slide decks featuring editorial and Swiss layouts, image prompts, and WebGL presentation playback.

HTML29k
+29k
68
openai

skills

+3/h Surging94 Vitality

OpenAI's official catalog of modular agent skills containing instructions, scripts, and resources for extending Codex coding capabilities.

Python28k
+28k
69
t8y2

dbx

+3/h Surging98 Vitality

undefined is an active open-source project written in Rust.

Rust28k
+28k
70
alchaincyf

huashu-design

+3/h Surging98 Vitality

An HTML design skill that turns one agent prompt into deliverable webpages, prototypes, and PPTX files.

HTML28k
+28k
71
OthmanAdi

planning-with-files

+3/h Surging97 Vitality

Manus-style persistent markdown planning skill for coding agents featuring crash recovery, anti-context-rot re-injection, and deterministic completion gates.

Python28k
+28k
72
phuryn

pm-skills

+3/h Surging98 Vitality

Marketplace of over 100 agentic skills, commands, and plugins tailored for product managers across discovery, strategy, launch, and growth.

28k
+28k
73
upstash

context7

+3/h Surging96 Vitality

Upstash MCP platform that fetches up-to-date, version-accurate library documentation and code examples directly into AI coding agent contexts.

TypeScript64k
+29k
74
AgriciDaniel

claude-seo

+3/h Surging94 VitalityTrending

A universal SEO skill pack for Claude Code with 26 sub-skills and 19 sub-agents covering technical SEO, schema, and AI search optimization.

Python25k
+25k
75
JimLiu

baoyu-skills

+3/h Surging

Curated collection of over 20 modular AI agent skills by Baoyu for boosting daily coding, writing, and workflow productivity.

TypeScript27k
+27k
76
agentskills

agentskills

+3/h Surging

Official specification, documentation, and tooling repository defining the open Agent Skills standard for portable SKILL.md packages.

Python27k
+27k
77
pascalorg

editor

+3/h Surging97 Vitality

Open-source 3D architectural and floorplan editor built with Three.js featuring a local CLI and MCP tools for human-AI collaboration.

TypeScript25k
+25k
78
titanwings

distilly

+3/h Surging91 Vitality

Knowledge distillation toolkit that captures how human experts and colleagues think, converting their workflows into reusable AI agent skills.

Python26k
+26k
79
punkpeye

awesome-mcp-servers

+3/h Surging96 Vitality

A curated collection of Model Context Protocol (MCP) servers.

97k
+25k
80
NVIDIA

SkillSpector

+3/h Surging98 Vitality

Scans Claude Code, Codex, and MCP skills for prompt injection, data exfiltration, and supply-chain risks before install.

Python24k
+24k
81
wshobson

agents

+3/h Surging97 Vitality

Multi-harness agentic plugin and skill marketplace supporting Claude Code, Codex, Cursor, OpenCode, GitHub Copilot, and Google Antigravity.

Python42k
+23k
82
wheresryan22

anatomy

+3/h Surging96 VitalityNEW

An agent skill that turns real machines and complex systems into interactive isometric SVG illustrations, with optional WebGL and 3D effects.

JavaScript23k
+23k
83
walkinglabs

learn-harness-engineering

+3/h Surging96 Vitality

Harness engineering beginner tutorial, from 0 to 1

TypeScript23k
+23k
84
modelcontextprotocol

servers

+2/h Surging98 Vitality

Official reference repository of Model Context Protocol servers connecting AI models to filesystems, Git, databases, browsers, and external APIs.

TypeScript92k
+22k
85
jnMetaCode

agency-agents-zh

+2/h Surging94 Vitality

Plug-and-play collection of 277 AI expert roles and 64 localized Chinese agents with DAG-based multi-agent orchestration for 20 coding tools.

Shell22k
+22k
86
google

skills

+2/h Surging98 Vitality

Official Google agent skills collection enabling AI coding assistants to seamlessly integrate and operate Google Cloud products and developer technologies.

Python22k
+22k
87
awesome-dsh-plugin

awesome-dsh-plugin

+2/h Surging98 VitalityNEW

A curated list of plugins for DeepSeek Harness, useful for finding and comparing available plugins.

JavaScript22k
+22k
88
KKKKhazix

khazix-skills

+2/h Surging91 Vitality

Curated AI agent skills by Khazix covering goal definition, code cleanup, deep analysis, and writing for Claude Code and Codex.

Python22k
+22k
89
teng-lin

notebooklm-py

+2/h Surging97 Vitality

Unofficial Python API, CLI, and agentic skill granting full programmatic access to Google Gemini NotebookLM features including hidden web capabilities.

Python20k
+20k
90
latent-spaces

brag

+2/h Surging93 Vitality

Turns a freshly built project into a shareable launch video with one command.

Python20k
+20k
91
citrolabs

ego-lite

+2/h Surging96 Vitality

Lets AI agents run browser automation with your logged-in browser state, zero config and cost.

JavaScript21k
+21k
92
ahujasid

mcp-for-blender

+2/h Surging97 Vitality

Blender plugin that lets any LLM control 3D scenes via MCP, so you can model and edit with natural language instead of menus.

Python33k
+19k
93
microsoft

SkillOpt

+2/h Surging98 Vitality

Microsoft text-space optimizer that trains reusable natural-language skills for frozen LLM agents using trajectory-driven edits and validation-gated updates.

Python19k
+19k
94
wanshuiyin

Auto-claude-code-research-in-sleep

+2/h Surging97 Vitality

ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.

Python18k
+18k
95
xerj-org

xerj

+2/h Surging96 Vitality

A single Rust binary that indexes code, docs, logs and PDFs for BM25, vector and hybrid search, with an Elasticsearch-compatible API and MCP server for agents.

Rust18k
+18k
96
muratcankoylan

Agent-Skills-for-Context-Engineering

+2/h Surging

Comprehensive agent skills collection for context engineering, multi-agent architectures, and debugging complex context management in production AI systems.

Python18k
+18k
97
microsoft

playwright-mcp

+2/h Surging97 Vitality

Official Playwright Model Context Protocol server enabling LLMs to automate web browsers via structured accessibility snapshots without needing screenshots.

TypeScript39k
+17k
98
greensock

gsap-skills

+2/h Surging

Official GreenSock AI coding skills that teach agents best practices, timeline patterns, and plugin usage for GSAP web animations.

18k
+18k
99
composio-community

awesome-codex-skills

+2/h Surging

A curated list of practical Codex skills for automating workflows across the Codex CLI and API.

Python17k
+17k
100
alibaba

zvec

+2/h Surging94 Vitality

Lightweight, high-speed in-process C++ vector database by Alibaba supporting local semantic search, full-text retrieval, and LLM agent memory.

C++16k
+16k