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Engineering

99,545 rows from 13,201 repositories

Software engineers, which is most of what has been crawled so far.

How Engineering skills are built

82,718 skill directories by 6,118 authors, read from their repositories’ own file trees 2026-08-05

The middle bundle among those shipping files is 3 files, 16.7 KB beside SKILL.md

Counted by distinct author, same as above, so one author publishing forty template copies counts once. SKILL.md itself is not counted as a file, so a single-file skill is one where that file is the whole skill.

The shape

  1. SKILL.md is the whole skill1,567 of 6,118 authors, 45,482 of 82,718 skills
  2. files ship beside it4,551 of 6,118 authors, 37,236 of 82,718 skills
  3. executable scripts ship inside2,340 of 6,118 authors, 11,445 of 82,718 skills

The folders they converge on

  1. references/2,968 of 6,118 authors, 19,668 of 82,718 skills
  2. scripts/1,926 of 6,118 authors, 9,856 of 82,718 skills
  3. agents/1,126 of 6,118 authors, 4,191 of 82,718 skills
  4. assets/845 of 6,118 authors, 3,497 of 82,718 skills
  5. examples/478 of 6,118 authors, 1,666 of 82,718 skills
  6. templates/465 of 6,118 authors, 1,338 of 82,718 skills

  • Sentry mcp

    getsentry/sentry-mcp/io.github.getsentry/sentry-mcp MCP server

    in 2 stacksno license808★ repo

    MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants

  • Mcp builder

    anthropics/skills/skills/mcp-builder Skill

    in 1 stackno license168,934★ repo

    Public repository for Agent Skills

  • Playwright mcp

    microsoft/playwright-mcp/io.github.microsoft/playwright-mcp MCP server

    in 1 stack36,126★ repo

    Playwright Tools for MCP

  • Serena MCP: the IDE for your agent

    oraios/serena/io.github.oraios/serena MCP server

    in 1 stack27,951★ repo

    A powerful toolkit for coding, providing semantic retrieval and editing capabilities.

  • Figma Context MCP

    GLips/Figma-Context-MCP/io.github.GLips/Figma-Context-MCP MCP server

    in 1 stack15,643★ repo

    Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.

  • Skill creator

    anthropics/skills/skills/skill-creator Skill

    in 1 stackno license168,934★ repo

    Public repository for Agent Skills

  • Scrapling MCP Server

    D4Vinci/Scrapling/io.github.D4Vinci/Scrapling MCP server

    73,239★ repo

    Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.

  • Claude flow

    ruvnet/claude-flow/io.github.ruvnet/claude-flow MCP server

    67,334★ repo

    AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.

  • Agent browser

    shanraisshan/claude-code-best-practice/.claude/skills/agent-browser Skill

    64,157★ repo

    from vibe coding to agentic engineering - practice makes claude perfect

  • Mcp server

    HeyPuter/puter/com.puter/mcp-server MCP server

    43,030★ repo

    Puter MCP enables AI tools to interact with Puter: manage files, websites, workers, and more

  • Codebase Memory

    DeusData/codebase-memory-mcp/io.github.DeusData/codebase-memory-mcp MCP server

    39,060★ repo

    Codebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens.

  • Mcp server filesystem

    bytedance/UI-TARS-desktop/io.github.bytedance/mcp-server-filesystem MCP server

    38,554★ repo

    MCP server for filesystem access

  • Agentic workflows

    github/awesome-copilot/.github/skills/agentic-workflows Skill

    37,897★ repo

    Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

  • PostHog MCP Server

    PostHog/posthog/io.github.PostHog/mcp MCP server

    no license37,662★ repo

    Official PostHog MCP Server for product analytics, feature flags, experiments, and more.

  • Add atomic chat tool

    nanocoai/nanoclaw/.claude/skills/add-atomic-chat-tool Skill

    30,508★ repo

    A lightweight alternative to OpenClaw that runs in containers for security. Connects to WhatsApp, Telegram, Slack, Discord, Gmail and other messaging apps,, has memory, scheduled jobs, and runs directly on Anthropic's Agents SDK

  • Release skills

    JimLiu/baoyu-skills/.claude/skills/release-skills Skill

    25,241★ repo

  • Agent Skills Search Server

    agentskills/agentskills/ai.com.mcp/skills-search MCP server

    24,236★ repo

    Search and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server.

  • Open code review delegate

    alibaba/open-code-review/plugins/open-code-review/skills/open-code-review-delegate Skill

    21,105★ repo

    Fast, efficient, battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in multi-language ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.

  • Aihot

    KKKKhazix/khazix-skills/aihot Skill

    19,372★ repo

    数字生命卡兹克开源的 AI Skills 合集 | Agent Skills: leader（帮你定义目标）, neat-freak 洁癖, hv-analysis, khazix-writer & more — Claude Code, Codex & 40+ agents

  • Keploy

    keploy/keploy/io.github.keploy/mcp MCP server

    18,384★ repo

    End-to-end API testing — generate and run tests from OpenAPI, curl, Postman, or real user traffic.

  • MCP Toolbox for Databases

    googleapis/mcp-toolbox/io.github.googleapis/mcp-toolbox MCP server

    16,180★ repo

    MCP Toolbox for Databases enables your agent to connect to your database.

  • MCP Toolbox for Databases

    googleapis/genai-toolbox/io.github.googleapis/genai-toolbox MCP server

    16,178★ repo

    MCP Toolbox for Databases enables your agent to connect to your database.

  • Skillopt sleep

    microsoft/SkillOpt/plugins/claude-code/skills/skillopt-sleep Skill

    15,937★ repo

    SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts.

  • Ego browser

    citrolabs/ego-lite/skills/ego-browser Skill

    12,663★ repo

    The fastest browser for AI agents to run browser automation, built for sharing your logged-in browser state with your AI agents, like Codex or Claude Code, without disturbing you. Zero cost, zero config.

  • Angular architect

    Jeffallan/claude-skills/skills/angular-architect Skill

    12,208★ repo

    66 Specialized Skills for Full-Stack Developers. Transform Claude Code into your expert pair programmer.

  • 0 autoresearch skill

    Orchestra-Research/AI-Research-SKILLs/0-autoresearch-skill Skill

    11,505★ repo

    Comprehensive open-source library of AI research and engineering skills for any AI model. Package the skills and your claude code/codex/gemini agent will be an AI research agent with full horsepower. Maintained by Orchestra Research.

  • Prompt master

    nidhinjs/prompt-master Skill

    11,108★

    A Claude skill that writes the accurate prompts for any AI tool. Zero tokens or credits wasted. Full context and memory retention

  • Archify

    tt-a1i/archify/archify Skill

    10,485★ repo

    Agent skill for beautiful, verifiable architecture, workflow, sequence, data-flow, and lifecycle diagrams—self-contained HTML with motion and crisp export.

  • Agentic actions auditor

    trailofbits/skills/plugins/agentic-actions-auditor/skills/agentic-actions-auditor Skill

    8,018★ repo

    Trail of Bits Claude Code skills for security research, vulnerability detection, and audit workflows

  • Drawio skill

    Agents365-ai/drawio-skill/skills/drawio-skill Skill

    7,894★ repo

    Generate draw.io diagrams from natural language — 11 presets (UML, SysML/MBSE, BPMN, network, C4…), 36 tools: codebase/CI/infra-to-diagram, image→editable diagram, mind maps, build-up animation, exec-view compression, click-through runbooks, PR diff bot. Vision self-check, 10,000+ shapes. Exports PNG/SVG/PDF/JPG.

  • Sui Knowledge Base (kapa.ai)

    MystenLabs/sui/io.github.jessiemongeon1/sui-kapa MCP server

    7,735★ repo

    Semantic search across Sui documentation and knowledge sources, powered by kapa.ai

  • Skill

    refly-ai/refly/packages/cli/skill Skill

    no license7,484★ repo

    The first open-source agent skills builder. Define skills by vibe workflow, run on Claude Code, Cursor, Codex & more. Build Clawdbot 🦞· APIs for Lovable · Bots for Slack & Lark/Feishu · Skills are infrastructure, not prompts.

  • Firecrawl MCP Server

    firecrawl/firecrawl-mcp-server/io.github.firecrawl/firecrawl-mcp-server MCP server

    7,233★ repo

    MCP server for Firecrawl — search, scrape, and interact with the web.

  • MCP Registry Server

    modelcontextprotocol/registry/ai.com.mcp/registry MCP server

    no license7,125★ repo

    Publish and discover MCP servers via the official MCP Registry. Powered by HAPI MCP server.

  • Windows MCP

    CursorTouch/Windows-MCP/io.github.CursorTouch/Windows-MCP MCP server

    6,733★ repo

    An MCP Server for computer-use in Windows OS

  • Airweave Search

    airweave-ai/airweave/io.github.airweave-ai/search MCP server

    6,542★ repo

    MCP server for searching Airweave collections with natural language queries.

  • Claude Code Explorer MCP

    nirholas/claude-code/io.github.nirholas/claude-code-explorer-mcp MCP server

    no license6,252★ repo

    Explore the Claude Code CLI source — browse tools, commands, search code, and more.

  • Add provider

    ThinkInAIXYZ/deepchat/.agents/skills/add-provider Skill

    6,220★ repo

    🐬DeepChat - A smart assistant that connects powerful AI to your personal world

  • Mobile mcp

    mobile-next/mobile-mcp/io.github.mobile-next/mobile-mcp MCP server

    5,927★ repo

    MCP server for iOS and Android Mobile Development, Automation and Testing

  • Strata

    Klavis-AI/klavis/ai.klavis/strata MCP server

    5,791★ repo

    MCP server for progressive tool usage at any scale (see https://klavis.ai)

  • Google maps scraper

    gosom/google-maps-scraper/skills/google-maps-scraper Skill

    5,506★ repo

    scrape data from Google Maps. Extracts data such as the name, address, phone number, website URL, rating, reviews number, latitude and longitude, reviews,email and more for each place

  • Browser act skill forge

    browser-act/skills/browser-act-skill-forge Skill

    5,304★ repo

    Browser automation CLI built for AI agents. Break through anti-bot walls, hand off to humans across platforms when stuck. Parallel multi-task execution, independent multi-session operation, isolated multi-account browsing.

  • Create skill test

    dotnet/skills/.agents/skills/create-skill-test Skill

    5,218★ repo

    Repository for skills to assist AI coding agents with .NET and C#

  • Tool calling tutor

    WenyuChiou/awesome-agentic-ai-zh/examples/stage-5/tool-calling-tutor Skill

    5,144★ repo

    A trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curated resources and hands-on examples. 中文 AI agent 學習地圖。

  • Sn da excel workflow

    OpenSenseNova/SenseNova-Skills/skills/sn-da-excel-workflow Skill

    4,928★ repo

    Modular SenseNova skills for building AI-powered office assistants and productivity workflows

  • Gpt image

    wuyoscar/GPT-Image2-Skill/skills/gpt-image Skill

    4,814★ repo

    GPT Image 2 prompt gallery, image prompt library, agentic skill, and CLI for OpenAI image generation/editing

  • Wigolo

    KnockOutEZ/wigolo/io.github.KnockOutEZ/wigolo MCP server

    no license4,534★ repo

    Local-first web intelligence MCP server for AI coding agents

  • Ha mcp

    homeassistant-ai/ha-mcp/io.github.homeassistant-ai/ha-mcp MCP server

    4,336★ repo

    Comprehensive Model Context Protocol server for managing Home Assistant through AI assistants.

  • Mcp server chart

    antvis/mcp-server-chart/io.github.antvis/mcp-server-chart MCP server

    4,312★ repo

    A Model Context Protocol server for generating charts using AntV.

  • Mcp

    cloudflare/mcp-server-cloudflare/com.cloudflare.mcp/mcp MCP server

    4,073★ repo

    Cloudflare MCP servers

  • Obsidian second brain

    eugeniughelbur/obsidian-second-brain Skill

    4,022★

    Persistent memory for Claude Code and 6 other CLI agents, stored as plain markdown in your Obsidian vault. Stop re-explaining your projects, decisions and people every session. 45 commands: hybrid semantic search, self-rewriting notes, key-less web research, and scheduled agents that maintain the vault while you sleep.

  • agent-device

    callstackincubator/agent-device/io.github.callstackincubator/agent-device MCP server

    4,021★ repo

    Let AI agents inspect, control, and debug real iOS, Android, desktop, and TV apps

  • Trace claude code

    parcadei/Continuous-Claude-v3/.claude/plugins/braintrust-tracing/skills/trace-claude-code Skill

    3,882★ repo

    Context management for Claude Code. Hooks maintain state via ledgers and handoffs. MCP execution without context pollution. Agent orchestration with isolated context windows.

  • Unity MCP

    IvanMurzak/Unity-MCP/io.github.IvanMurzak/Unity-MCP MCP server

    3,845★ repo

    Make 3D games in Unity Engine with AI. MCP Server + Plugin for Unity Editor and Unity games.

  • Cc sdd new agent

    gotalab/cc-sdd/.agents/skills/cc-sdd-new-agent Skill

    3,620★ repo

    Turn approved specs into long-running autonomous implementation. A minimal, adaptable SDD harness with Agent Skills for Claude Code, Codex, Cursor, Copilot, Windsurf, OpenCode, Gemini CLI, and Antigravity.

  • Azure MCP Server

    microsoft/mcp/com.microsoft/azure MCP server

    3,553★ repo

    All Azure MCP tools to create a seamless connection between AI agents and Azure services.

  • RevoGrid DataGrid MCP

    revolist/revogrid/io.github.revolist/revogrid-mcp MCP server

    3,434★ repo

    Hosted MCP server for RevoGrid DataGrid docs, examples, feature checks, and migration guidance.

  • Bug report

    inkeep/open-knowledge/packages/server/assets/skills/bug-report Skill

    3,424★ repo

    Beautiful, AI-native markdown IDE and LLM wiki

  • Browserbasehq mcp browserbase

    browserbase/mcp-server-browserbase/ai.smithery/browserbasehq-mcp-browserbase MCP server

    3,416★ repo

    Provides cloud browser automation capabilities using Stagehand and Browserbase, enabling LLMs to i…

  • Mcp grafana

    grafana/mcp-grafana/io.github.grafana/mcp-grafana MCP server

    3,358★ repo

    An MCP server giving access to Grafana dashboards, data and more.

All 99,545 in the catalog