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Context & AI engineering

26,304 rows, by stacks then stars

1,865 of these skill files have been read, by 1,328 distinct authors, and what they tell an agent counted. What Context & AI engineering authors agree on, and what they forbid

Picked by somebody 6

  • 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

Nobody has picked these yet, so they are in star order 26,298

  • 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

  • Chrome DevTools MCP

    ChromeDevTools/chrome-devtools-mcp/io.github.ChromeDevTools/chrome-devtools-mcp MCP server

    48,992★ repo

    MCP server for Chrome DevTools

  • 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

  • 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

    20,413★ repo

    Open-source & free — Battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in fine-tuned 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

  • 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.

  • Mcp

    kubeshark/kubeshark/io.github.kubeshark/mcp MCP server

    12,042★ repo

    Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS.

  • 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

  • Desktop Commander

    wonderwhy-er/DesktopCommanderMCP/io.github.wonderwhy-er/desktop-commander MCP server

    9,328★ repo

    MCP server for terminal commands, file operations, and process management

  • 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

  • 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

  • Agentic actions auditor

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

    6,559★ repo

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

  • 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.

  • 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)

  • 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。

  • Authoring github workflows

    dotnet/skills/.agents/skills/authoring-github-workflows Skill

    5,132★ repo

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

  • Wigolo

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

    no license4,534★ repo

    Local-first web intelligence MCP server for AI coding agents

  • Firebase mcp

    firebase/firebase-tools/io.github.firebase/firebase-mcp MCP server

    4,451★ repo

    Gives AI development tools Firebase-specific capabilities and expertise.

  • 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.

  • Gpt image

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

    4,246★ repo

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

  • 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.

  • Basic memory

    basicmachines-co/basic-memory/io.github.basicmachines-co/basic-memory MCP server

    3,612★ repo

    Local-first knowledge management with bi-directional LLM sync via Markdown files.

  • 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.

  • 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…

  • DBHub

    bytebase/dbhub/io.github.bytebase/dbhub MCP server

    3,362★ repo

    Minimal, token-efficient Database MCP Server for PostgreSQL, MySQL, SQL Server, SQLite, MariaDB

  • 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.

  • Socraticode

    giancarloerra/socraticode/io.github.giancarloerra/socraticode MCP server

    3,253★ repo

    MCP server for local codebase indexing, semantic search, and code dependency graphs.

  • Claude Code Explorer MCP

    codeaashu/claude-code/io.github.divu2025/codemaster MCP server

    no license3,221★ repo

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

  • Claude history ingest

    Ar9av/obsidian-wiki/.skills/claude-history-ingest Skill

    3,165★ repo

    Framework for AI agents to build and maintain a digital brain through Obsidian wiki using Karpathy's LLM Wiki pattern

  • Apify mcp server

    apify/apify-mcp-server/com.apify/apify-mcp-server MCP server

    3,160★ repo

    Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡

  • Arxiv mcp server

    blazickjp/arxiv-mcp-server/io.github.blazickjp/arxiv-mcp-server MCP server

    3,047★ repo

    Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.

  • Mcp

    butterbase-ai/butterbase-oss/io.github.butterbase-ai/mcp MCP server

    2,953★ repo

    Butterbase MCP server — manage your backend: schemas, auth, functions, storage, RAG, deploys.