Skills & MCP - GitHub Trending Knowledge Graph

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

Skills & MCP

SKILL.md · MCP · Agent Plugins100 tracked repos

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

1
Ebony-Vinyl

dsh-our-free-model

+73/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
2
mattpocock

skills

+49/h Surging98 VitalityTrending

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

Shell308k
+35k
3
cloudflare

security-audit-skill

+43/h SurgingTrending

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

JavaScript54k
+31k
4
DietrichGebert

ponytail

+45/h Surging96 Vitality

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

JavaScript181k
+32k
5
affaan-m

ECC

+34/h Surging98 VitalityTrending

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

JavaScript294k
+25k
6
pbakaus

impeccable

+34/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
+24k
7
wheresryan22

anatomy

+32/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
8
cathrynlavery

diagram-design

+29/h Surging93 Vitality

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

HTML63k
+21k
9
obra

superpowers

+24/h Surging98 VitalityTrending

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

Shell310k
+17k
10▲1
Graphify-Labs

graphify

+24/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
+17k
11▼1
tt-a1i

archify

+23/h Surging96 Vitality

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

JavaScript92k
+17k
12
Leonxlnx

taste-skill

+21/h Surging96 VitalityTrending

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

JavaScript106k
+15k
13
xerj-org

xerj

+21/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
+15k
14▲1
Nutlope

hallmark

+19/h Surging96 Vitality

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

CSS43k
+14k
15▲1
YuJunZhiXue

dsh-purge

+19/h Surging98 VitalityNEW

A jailbreak prompt-swapping plugin for LLMs, with per-model presets and a DeepSeek default.

JavaScript14k
+14k
16▼2
paperclipai

paperclip

+19/h Surging98 Vitality

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

TypeScript109k
+14k
17▲4
thedotmack

claude-mem

+17/h Surging98 VitalityTrending

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

TypeScript107k
+12k
18
addyosmani

agent-skills

+17/h Surging98 Vitality

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

JavaScript112k
+12k
19▼2
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
+12k
20
calesthio

OpenMontage

+16/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
+12k
21▼2
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
+12k
22
msitarzewski

agency-agents

+15/h Surging96 Vitality

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

Shell166k
+11k
23
elayadesign

ai-design-skills

+15/h Surging96 Vitality

Curated UI/UX design skills for AI coding agents, enforcing refined typography, color systems, and modern layout craft.

13k
+11k
24
blader

humanizer

+14/h Surging96 Vitality

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

Python63k
+9.7k
25▲1
multica-ai

andrej-karpathy-skills

+16/h SurgingTrending

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

227k
+12k
26▼1
mksglu

context-mode

+12/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
+8.5k
27▲2
lemomo-ai

lemo-opuscar

+13/h Surging98 VitalityNEW

A code-based film style toolbox with 66 ready-made style prompts and custom ones, no video model needed.

JavaScript9.8k
+9.1k
28
anthropics

knowledge-work-plugins

+11/h Surging98 VitalityTrending

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

Python34k
+8.2k
29▲1
emilkowalski

skills

+14/h Surging96 Vitality

A Markdown collection of practical skills for designers and engineers.

Markdown52k
+9.8k
30▼3
rehan-remade

universal-modder

+11/h Surging98 VitalityNEW

Point Claude at any game. Skills, tools and the fal MCP that let Claude Code mod almost any PC game you own: recon, reverse engineering, fal-generated art/3D/audio, in-game testing, showcase videos.

Python9.2k
+8.1k
31
ruvnet

ruflo

+10/h Surging98 VitalityTrending

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

TypeScript80k
+7.1k
32▲1
anthropics

skills

+10/h Surging98 VitalityTrending

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

Python185k
+6.9k
33▲2
AgriciDaniel

claude-seo

+9/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
+6.6k
34▼2
latent-spaces

brag

+10/h Surging93 Vitality

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

Python20k
+7.1k
35▼1
ayghri

i-have-adhd

+10/h Surging93 Vitality

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

Python60k
+7.3k
36▲5
google

elephant-goldfish-model

+9/h Surging96 VitalityNEW

Google's open-source skill set that helps AI coding agents design and review software.

Python6.7k
+6.7k
37▲1
Jakeschincariol

replica-skill

+9/h Surging91 VitalityNEW

Eleven free Claude skills that reverse-engineer, rebuild, and debug any app.

Python6.7k
+6.7k
38▼2
alibaba

open-code-review

+9/h Surging96 Vitality

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

Go49k
+6.3k
39▲5
JetBrains

thinkrail

+9/h Surging94 VitalityTrending

A lightweight JetBrains IDE that adapts itself around AI agent coding workflows.

TypeScript6.7k
+6.2k
40
career-ops-hq

career-ops

+8/h Surging98 Vitality

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

JavaScript79k
+6.1k
41▼2
D4Vinci

Scrapling

+8/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
+5.9k
42▲1
Yuan1z0825

nature-skills

+9/h Surging96 Vitality

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

Python52k
+6.2k
43▲3
coreyhaines31

marketingskills

+8/h Surging98 Vitality

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

JavaScript58k
+5.7k
44▼7
mvschwarz

openrig

+7/h Surging97 Vitality

Build your own network of agents from Claude Code, Codex and Pi: persistent teams with roles, shared context and owned work.

TypeScript8.4k
+5.1k
45▼3
dataelement

dsh-desktop

+8/h Surging92 VitalityNEW

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

JavaScript17k
+5.9k
46▲1
walkinglabs

learn-harness-engineering

+7/h Surging96 Vitality

Harness engineering beginner tutorial, from 0 to 1

TypeScript23k
+5.4k
47▲4
Vincentwei1021

video-shotcraft

+7/h Surging98 Vitality

An AI video skill for Claude Code and Codex that builds editable product promos in Remotion, with 124 shot recipe cards and editing export.

TypeScript15k
+5.2k
48
github

spec-kit

+7/h Surging98 Vitality

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

Python144k
+5.1k
49▲20
Donchitos

Claude-Code-Game-Studios

+7/h Surging96 Vitality

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

Shell31k
+5.0k
50▼1
vercel-labs

skills

+6/h Surging98 Vitality

The open agent skills tool - npx skills

TypeScript37k
+4.6k
51▲2
Ryze-AI-Adgent

open-seo-mcp-skills

+7/h Surging93 VitalityNEW

An open-source MCP server that lets Claude run SEO research, rank tracking, and audits on your real Search Console data.

Shell8.2k
+5.3k
52▲2
QingYunA

answer-me-with-html

+7/h Surging96 VitalityNEW

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

JavaScript4.9k
+4.9k
53▼8
t8y2

dbx

+7/h Surging98 Vitality

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

Rust28k
+4.9k
54▲7
gamedev-skills

awesome-gamedev-agent-skills

+7/h Surging97 Vitality

77 game-dev skills for AI coding agents across Godot, Unity, Unreal and more, auto-loading the right skill per task.

Python6.1k
+4.9k
55▼3
Imbad0202

academic-research-skills

+7/h Surging96 Vitality

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

Python55k
+4.8k
56▼1
NVIDIA

SkillSpector

+7/h Surging98 Vitality

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

Python24k
+4.8k
57▼7
zhaoxuya520

reverse-skill

+7/h Surging91 Vitality

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

PowerShell44k
+5.0k
58▼2
anywhere-labs

dsh-desktop

+7/h Surging96 VitalityNEW

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

TypeScript34k
+5.1k
59▼1
Fei2411

DS-Bot

+6/h Surging98 VitalityNEW

A team of long-lived DeepSeek Harness bots with bot-to-bot messaging and group chats.

JavaScript4.7k
+4.7k
60▼3
Tencent

WeKnora

+6/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
+4.6k
61▼2
headroomlabs-ai

headroom

+6/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
+4.5k
62
T-Auto

dsh-ops

+7/h Surging92 VitalityNEW

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

JavaScript4.9k
+4.9k
63▼3
apify

apify-mcp-server

+7/h Surging

The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store.

TypeScript14k
+4.9k
64▼1
dsh-market

dsh-market

+7/h Surging96 VitalityNEW

A visual plugin marketplace for DeepSeek Harness with browsing, search, and one-click install.

TypeScript9.9k
+4.8k
65▲1
garrytan

gstack

+6/h Surging98 Vitality

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

TypeScript138k
+4.3k
66▼1
awesome-dsh-plugin

awesome-dsh-plugin

+6/h Surging98 VitalityNEW

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

JavaScript22k
+4.3k
67▼3
kaankiziltug

logo-design-skill

+6/h Surging93 VitalityNEW

A comprehensive logo-design skill for Claude, Gemini CLI, Codex and other AI agents: principles, process, SVG craft, testing tools and a 1,400+ logo reference library.

HTML5.5k
+4.2k
68▼1
PC2005-cloud

dsh-pet

+6/h Surging94 VitalityNEW

A transparent animated desktop pet installed with one command, supporting multiple instances and custom AI video assets.

TypeScript5.1k
+4.1k
69▼1
Oldcircle

geo-sleuth

+6/h Surging98 VitalityNEW

An agent skill that geolocates photos using OpenStreetMap geometry, elevation skylines, satellite imagery and street view, and shows its reasoning.

Python4.6k
+4.1k
70
citrolabs

ego-lite

+6/h Surging96 Vitality

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

JavaScript21k
+4.2k
71
alchaincyf

huashu-design

+5/h Surging98 Vitality

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

HTML28k
+3.8k
72▲8
Jakeschincariol

day-trader-skill

+5/h Surging96 VitalityNEW

Eleven Claude skills for day trading that scan charts, track news, and backtest entries and exits before risking money.

Python3.7k
+3.7k
73
alchaincyf

nuwa-skill

+5/h Surging96 Vitality

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

Python37k
+3.6k
74▲2
Jakeschincariol

instagram-agent-skill

+5/h SurgingNEW

Claude skills that run an Instagram account: scored Reel hooks, viral research, caption linting, and de-AI humanizing, saving setup time.

Python4.0k
+3.7k
75
irinabuht12-oss

marketing-skills

+5/h Surging92 Vitality

Bundles 49 marketing prompts as Claude skills for ads and SEO, mostly funnelling users toward a paid MCP connector.

6.3k
+3.6k
76▼4
virgiliojr94

book-to-skill

+5/h Surging98 Vitality

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

Python37k
+3.5k
77▼3
miqdadbadjuber

anti-slop

+5/h Surging94 VitalityNEW

Rules that make AI coding agents filter out generic AI-looking UI, copy, and code so output feels human.

JavaScript7.7k
+3.5k
78▼1
Jakeschincariol

youtube-agent-skill

+5/h SurgingNEW

Eleven Claude skills covering the YouTube workflow: hook scripts, title-thumbnail pairing checks, retention analysis, and Shorts cutting, free under MIT.

Python3.9k
+3.7k
79▼1
elysia395

dsh-wallpaper-engine

+5/h Surging91 VitalityNEW

Brings local Wallpaper Engine wallpapers into a DSH web UI with real-time WebGL rendering.

JavaScript4.2k
+3.7k
80▲1
kingcharleslzy-ai

dsh-purge

+5/h Surging96 VitalityNEW

Community-maintained DeepSeek Harness tool for diagnostics, prompt management, updates, and local backup rollback—saves manual troubleshooting.

JavaScript3.7k
+3.7k
81▼2
CursorTouch

Windows-MCP

+5/h Surging95 Vitality

Lets AI control Windows desktops through MCP: click buttons, launch apps, and automate daily tasks without writing custom scripts.

Python11k
+3.3k
82
genspark-ai

genoffice

+4/h Surging98 Vitality

Free open-source AI office suite for editing Word, Excel, PowerPoint and PDF locally, with a CLI letting AI coding agents read and write those files.

TypeScript11k
+3.2k
83
ahujasid

mcp-for-blender

+4/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
+3.2k
84
irinabuht12-oss

google-ads-meta-ads-mcp

+5/h Surging91 Vitality

Claims a remote MCP linking Google Ads, Meta Ads, GA4 to Claude; actually a Ryze AI trial lead-gen page without open source code.

6.5k
+3.4k
85
ranxianglei

billion-context

+4/h Surging97 VitalityNEW

A context-compression plugin that squeezes month-long sessions into a 100K window and cuts token usage roughly fivefold.

TypeScript3.5k
+3.0k
86
HKUSTDial

Supervisor-Skills

+5/h Surging

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

Python11k
+3.4k
87▲2
beenuar

AiSOC

+4/h Surging95 Vitality

Open-source AI SOC: LLM agents triage alerts, map to MITRE ATT&CK, with a replayable decision ledger.

Python5.3k
+3.0k
88▼1
mvanhorn

last30days-skill

+4/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
+3.0k
89▼1
nano-muse

nanoMuse

+4/h Surging97 VitalityNEW

Cross-device personal AI agent running on iOS, Android, desktop, and web that operates screens, remembers context, and confirms irreversible actions.

Swift2.9k
+2.9k
90▲2
superdesigndev

treg

+4/h Surging97 Vitality

Unified tool registry and credential proxy for AI agents that manages API secrets and routes tool calls across MCP servers.

Python6.7k
+2.8k
91▼1
yang0

handraw-style

+4/h Surging98 VitalityNEW

Bilingual AI image generation prompt gallery indexing 365 hand-drawn visual styles, 170 layout templates, and 36 color palettes.

HTML6.7k
+2.8k
92▼1
android

skills

+3/h Surging94 Vitality

Official Google repository of modular SKILL.md instructions grounding AI coding agents in modern Android development best practices.

Kotlin10k
+2.5k
93▲1
kajisho5

ffmpeg-skill

+4/h Surging94 VitalityNEW

Wraps 42 FFmpeg tools into an MCP server so coding agents can edit video locally without cloud or API keys.

Python4.1k
+2.7k
94NEW
ccch1mneyyy

dsh-go

+4/h Surging96 VitalityNEW

Puts a DeepSeek coding agent in your pocket: runs natively on Android and remotely controls your computer to write and fix code.

Dart2.8k
+2.8k
95▼2
MeteorNOX

DeepSeek-Balance-Whale-Widget

+4/h SurgingNEW

A draggable whale-girl widget for DeepSeek's interface that shows your account balance with smooth number animations.

JavaScript6.6k
+2.9k
96
koala73

worldmonitor

+3/h Surging98 Vitality

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

TypeScript90k
+2.5k
97
DeusData

codebase-memory-mcp

+3/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
+2.5k
98▲1
mmparko

dsh-purge

+4/h SurgingNEW

Full mirror of a DeepSeek jailbreak plugin, preserving every branch, 73 tags and commit history before the upstream repo is deleted.

JavaScript2.8k
+2.8k
99▲1
Adkid-Zephyr

anti-defensive-writing-Skill

+4/h SurgingNEW

A prompt pack and writing principles that help AI strip defensive hedging from academic papers, making arguments direct and clear.

Python4.6k
+2.6k
100NEW
ccch1mneyyy

dsh-TUI

+4/h Surging94 VitalityNEW

Terminal UI plugin for the DSH coding agent with low overhead, mouse support, a pixel whale, and one-command npm install.

TypeScript6.4k
+2.5k