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
yzonur/sap-adt-mcp/io.github.yzonur/sap-adt-mcp MCP server
12★ repoGive Claude live access to SAP ABAP via ADT: read, search, check, test, and edit objects.
scrapfly/scrapfly-mcp/io.scrapfly.mcp/mcp MCP server
no license12★ repoScrape any website, extract structured data, and collect web content at scale with AI agents
AhmedRaoofuddin/Cortivex/.agents/skills/cortivex-agent-replay Skill
no license11★ repoAI agent pipeline orchestration for Claude Code. Deploy specialized agents in coordinated pipelines with self-learning capabilities, mesh coordination, Raft consensus, CRDT knowledge graphs, and pipeline debugging. 15 production-grade skills with reasoning protocols, 20+ agent types, 15 ready-to-run templates. Zero infrastructure.
codingSamss/all-my-ai-needs/platforms/claude/skills/aihot Skill
no license11★ repoClaude Code + Codex 双平台 AI dotfiles:统一管理 skills/agents/hooks,并一键同步到 ~/.claude 与 ~/.codex。
labeveryday/claude-put-in-work/.claude/skills/autonomous-build Skill
11★ repoThis is a repo used to make claude put in work autonomously.
Viniciuscarvalho/Feature-marker Skill
11★AI-powered feature development orchestrator — PRD → Tech Spec → Tasks → Implementation → Tests → PR — with checkpoint/resume, 5 execution modes, and auto-detection for GitHub/GitLab/Azure DevOps. Claude Code skill.
SZoloth/skill-pack/skills/agentic-review Skill
11★ repoA curated bundle of Claude Code skills for power users
troykelly/claude-skills/external/skills/agent-development Skill
no license11★ repoOpinionated GitHub-native development workflow with 28 skills for autonomous, issue-driven software development with Claude Code
sstklen/ai-md Skill
11★📝 Convert CLAUDE.md to AI-native format | 蒸餾 CLAUDE.md 為 AI 原生格式 | CLAUDE.mdをAIネイティブ形式に変換 — 4 models tested
NoesisVision/nasde-toolkit/.claude/skills/nasde-benchmark-calibration Skill
11★ repoCLI for benchmarks & evals of AI coding agents — on tasks you already understand, using your Claude / Codex / Gemini individual subscriptions or API keys.
ahmedibrahim085/Claude-Multi-Agent-Research-System-Skill/.claude/skills/multi-agent-researcher Skill
11★ repoA Multi-Agent Research System using Claude Code Skills. it is inspired by Anthropic claude-agent-sdk-demos
legalize-kr/agent-skills/skills/legalize-kr Skill
11★ repoAI Agent를 위한 스킬 및 플러그인 - legalize-kr의 한국 법령·판례·행정규칙·자치법규 조회 및 활용
0xabrar/gstack-distilled/skills/agent-management Skill
no license11★ repoDistilled decision-making frameworks from Garry Tan's gstack, packaged as 7 focused Agent Skills.
Tencent-RTC/agent-skills/.claude/skills/trtc-eval Skill
11★ repoTRTC AI Integration Assistant - helps developers integrate Tencent Real-Time Communication SDKs (Chat, Call, RTC Engine, Live, Conference) across Web, Android, iOS, Flutter, and Electron.
di37/EvalSurfer/skills/eval-surfer Skill
11★ repoSkill-first, agent-native evaluation protocol for AI apps
jpantsjoha/ai-native-developer-experience/.agents/skills/adk-expert Skill
11★ repoTeam-wide AI harness adoption plugin, \w operating model, onboarding and delivery standards coherent human-agent outcomes from day one.
Aicastle school openai api agent project11
aicastle-school/openai-api-agent-project/ai.smithery/aicastle-school-openai-api-agent-project11 MCP server
no license11★ repoFetch the latest available stock quotes by ticker symbol across international markets. Check price…
Serkan ozal driflyte mcp server
serkan-ozal/driflyte-mcp-server/ai.smithery/serkan-ozal-driflyte-mcp-server MCP server
11★ repoDiscover available topics and explore up-to-date, topic-tagged web content. Search to surface the…
longbridge/longbridge-mcp/com.longbridge/mcp MCP server
11★ repoUS/HK markets — 151 tools: quotes, options, orders, fundamentals, screener, IPO, alerts & DCA
vercel/vercel-mcp-overview/com.vercel/vercel-mcp MCP server
no license11★ repoAn MCP server for Vercel
Agent Coherence — Stale Write Guard (FS)
Cohexa-ai/agent-coherence/io.github.Cohexa-ai/stale-write-guard-fs MCP server
no license11★ repoCoherence guard for shared files: denies stale writes so agents don't silently overwrite each other.
Crawleo/Crawleo-MCP/io.github.Crawleo/Crawleo-MCP MCP server
11★ repoHosted Crawleo MCP (remote streamable HTTP endpoint).
ZuckerBot — Meta Ads MCP Server
DatalisHQ/zuckerbot/io.github.Crumbedsausage/zuckerbot MCP server
11★ repo60+ Meta Ads tools for AI agents: audits, campaign management, audiences and CAPI tracking.
GoneTone/mcp-server-taiwan-weather/io.github.GoneTone/mcp-server-taiwan-weather MCP server
11★ repo用於取得臺灣中央氣象署 API 資料的 Model Context Protocol (MCP) Server
Ricky610329/mup/io.github.Ricky610329/mup MCP server
11★ repoMCP server that turns HTML MUP panels into interactive UI tools for LLMs.
SPerekrestova/interactive-leetcode-mcp/io.github.SPerekrestova/interactive-leetcode-mcp MCP server
11★ repoInteractive LeetCode MCP server with authorization and solution submission capabilities
Shakargy/devtime/io.github.Shakargy/devtime MCP server
11★ repoLocal-first, read-only MCP server for evidence-backed repository memory.
SpaceFrontiers/mcp/io.github.SpaceFrontiers/mcp MCP server
11★ repoFull-text retrieval: papers, books, patents, Wikipedia, Reddit, Telegram, YouTube. With citations.
aicayzer/companies-house-mcp/io.github.aicayzer/companies-house MCP server
11★ repoMCP server and CLI for the UK Companies House API. Search, filings, officers, due diligence.
andrasfe/vulnicheck/io.github.andrasfe/vulnicheck MCP server
11★ repoHTTP MCP Server for comprehensive Python vulnerability scanning and security analysis.
arielbk/anki-mcp/io.github.arielbk/anki-mcp MCP server
11★ repoMCP server for integrating with Anki flashcards through conversational AI
ark-forge/mcp-eu-ai-act/io.github.ark-forge/mcp-eu-ai-act MCP server
11★ repoEU AI Act + GDPR compliance scanner. One call, no arguments, 10 seconds. 22 AI frameworks detected.
chenxiaofie/memory-mcp/io.github.chenxiaofie/memory-mcp MCP server
11★ repo情景+实体记忆 MCP 服务,为 Claude Code 提供持久化记忆能力
codyard/WinBridgeAgent/io.github.codyard/winbridgeagent MCP server
11★ repoOpen-source Windows MCP server for AI assistants. File, clipboard, screenshot, process & power mgmt.
constripacity/Claude-Bridge/io.github.constripacity/claude-code-bridge MCP server
11★ repoMCP relay so Claude Code agents on different machines can exchange messages via named channels.
cyanheads/openalex-mcp-server/io.github.cyanheads/openalex-mcp-server MCP server
11★ repoAccess the OpenAlex academic research catalog — 270M+ publications.
elchin92/avito-mcp/io.github.elchin92/avito-mcp MCP server
no license11★ repoAvito API MCP for AI agents — 148 tools, safe-by-default, stdio or remote HTTP (OAuth 2.1).
es617/dbgprobe-mcp-server/io.github.es617/dbgprobe-mcp-server MCP server
11★ repoLet AI agents interact with debug probes — connect, flash, read/write memory, and reset.
spre-sre/lumino-mcp-server/io.github.geored/lumino MCP server
11★ repoAI-powered SRE observability for Kubernetes/OpenShift with 40+ Tekton debugging tools
gunnargrosch/doom-mcp/io.github.gunnargrosch/doom-mcp MCP server
11★ repoPlay DOOM via MCP - works with Claude Code, Cursor, and any MCP client
hydrolix/mcp-hydrolix/io.github.hydrolix/mcp-hydrolix MCP server
11★ repoAn MCP server to query Hydrolix
j0hanz/filesystem-mcp/io.github.j0hanz/filesystem-mcp MCP server
11★ repoSecure filesystem MCP server for reading, writing, searching, diffing, and patching files.
jfrog/jfrog-mcp-server/io.github.jfrog/jfrog-mcp-server MCP server
no license11★ repoMCP Server for JFrog, providing tools for development and artifact management.
anneschuth/pinchwork/io.github.pinchwork/pinchwork-mcp MCP server
11★ repoMCP server for Pinchwork - an agent-to-agent task marketplace with credits-based economy
po4erk91/thread-keeper/io.github.po4erk91/thread-keeper MCP server
11★ repoMulti-agent shared brain across Claude, Codex, Antigravity, Gemini, Copilot, and VS Code.
saucelabs/sauce-api-mcp/io.github.saucelabs-sample-test-frameworks/sauce-api-mcp MCP server
11★ repoAn open-source MCP server that provides LLM access to the Sauce Labs API
spanlens/Spanlens/io.github.spanlens/mcp-server MCP server
11★ repoQuery Spanlens LLM observability from Cursor, Claude Desktop, or Continue via MCP.
srprasanna/mcp-skill-hub/io.github.srprasanna/mcp-skills-server MCP server
11★ repoMCP server that loads and serves skills from a mounted directory with hot reload.
studiomeyer-io/local-memory-mcp/io.github.studiomeyer-io/local-memory-mcp MCP server
11★ repoPersistent local AI memory. SQLite + FTS5 + vector search, knowledge graph. No cloud, no API keys.
claude-world/skills-optimizer/.claude/skills/semantic-compressor Skill
10★ repoCompress Claude Code agents & skills with semantic verification — 6:1 compression, 100% semantic preservation
TerminallyLazy/Tree-Ring-Memory/skills/tree-ring-memory Skill
10★ repoFramework-agnostic, local-first memory lifecycle for AI agents: Rust CLI, SQLite/FTS recall, forgetting, audit, consolidation, DOX/Revolve adapters, and TUI.
mahmoud20138/Tradecraft/plugins/tradecraft/skills/agent-development Skill
10★ repo102 Claude Code skills across 7 categories -- trading strategies, Azure, VSCode extensions, AI prompts, and custom automation skills
smith-horn/product-builder-starter/skills/claude-md-optimizer Skill
no license10★ repo11 Claude Code skills for product builders shipping with agentic AI
0x-Professor/Agent-Skills-Hub/skills/agentic-mcp-server-builder Skill
10★ repoPublic skill pack for AI coding/automation/penetration-testing agents.
viktorbezdek/skillstack/agent-evaluation/skills/agent-evaluation Skill
10★ repoSkills I use and develop to deliver better outcomes faster and with less effort.
YijiaDuan/build-managed-agents Skill
10★Claude Code skill for Anthropic Managed Agents — create / run / audit the cloud-hosted agent API end-to-end. 教 Claude 用 Anthropic 托管代理 API 的 skill,覆盖创建/运行/审计全流程。
animaresearch/skills/01-super-lab Skill
no license10★ repoPublic AI skills: small, useful agent workflows you can try today.
sinhoneyy/master-skills/plugins/master-skills-ai-agent-builder/skills/acceptance-orchestrator Skill
no license10★ repoUnified skill library for Claude, Codex, Cursor, Antigravity & AI agents — 2,658 skills across 15 domains
casioreview20-glitch/forge-os/skills-v2/kernel/auditing-agent-actions Skill
10★ repoThe open-source control plane for AI agents — skill routing, context governance, trustworthy execution, evidence, security, and multi-agent orchestration.
naravid19/ai-project-rules-generator Skill
10★🚀 Professional AI Agent orchestrator for generating tailored rules and AGENTS.md with deterministic JIT skill discovery. Optimized for Context Savings and Agent Alignment.