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
samber/cc-skills-golang/skills/golang-benchmark Skill
2,949★ repo🧑🎨 A collection of Golang agentic skills that works
supabase/mcp/com.supabase/mcp MCP server
2,859★ repoMCP server for interacting with the Supabase platform
rohitg00/pro-workflow/skills/agent-teams Skill
no license2,769★ repoClaude Code learns from your corrections: self-correcting memory that compounds over 50+ sessions. Context engineering, parallel worktrees, agent teams, and 17 battle-tested skills.
medplum/medplum/com.medplum/mcp MCP server
2,610★ repoSecurely access and manage FHIR healthcare data stored in Medplum.
brightdata/brightdata-mcp/io.github.brightdata/brightdata-mcp MCP server
2,588★ repoBright Data's Web MCP server enabling AI agents to search, extract & navigate the web
jgravelle/jcodemunch-mcp/io.github.jgravelle/jcodemunch-mcp MCP server
no license2,531★ repoToken-efficient code exploration via tree-sitter AST parsing. 25+ languages, 95%+ token savings.
yaojingang/yao-meta-skill Skill
2,355★YAO = Yielding AI Outcomes. A rigorous engineering, evaluation, governance, and portability system for reusable agent skills.
bergside/awesome-design-skills/skills/agentic Skill
2,314★ repoList of 67 awesome DESIGN.md and SKILL.md design skill files for agentic tools like Claude Design, Google Stitch, Codex, Cursor, and other AI tools
softaworks/agent-toolkit/dist/plugins/agent-md-refactor/skills/agent-md-refactor Skill
2,311★ repoA curated collection of skills for AI coding agents. Skills are packaged instructions and scripts that extend agent capabilities across development, documentation, planning, and professional workflows.
tavily-ai/tavily-mcp/io.github.tavily-ai/tavily-mcp MCP server
2,305★ repoMCP server for advanced web search using Tavily
DenisSergeevitch/agents-best-practices Skill
2,219★Provider-neutral Agent Skill for Codex, Claude Code, and agentic harness design.
containers/kubernetes-mcp-server/io.github.containers/kubernetes-mcp-server MCP server
1,968★ repoA Model Context Protocol (MCP) server for Kubernetes and OpenShift
microsoft/azure-devops-mcp/io.github.PremierInc/azure-devops MCP server
1,949★ repoThe MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.
zereight/gitlab-mcp/io.github.zereight/gitlab-mcp MCP server
1,889★ repoGitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.
vmoranv/jshookmcp/io.github.vmoranv/jshookmcp MCP server
1,883★ repoMCP server for JavaScript analysis, security auditing, browser automation and hooks
figma/mcp-server-guide/com.figma.mcp/mcp MCP server
no license1,875★ repoThe Figma MCP server brings Figma design context directly into your AI workflow.
MicrosoftDocs/mcp/com.microsoft/microsoft-learn-mcp MCP server
1,838★ repoOfficial Microsoft Learn MCP Server – real-time, trusted docs & code samples for AI and LLMs.
bergside/typeui/plugins/grok/typeui/skills/typeui Skill
no license1,735★ repoBuild better UI with AI
stripe/agent-toolkit/com.stripe/mcp MCP server
1,732★ repoMCP server integrating with Stripe - tools for customers, products, payments, and more.
rebelytics/one-skill-to-rule-them-all Skill
1,679★The meta-skill that builds and improves all your skills, including itself. Watches your work sessions, captures corrections and judgement calls, and turns them into skill improvements automatically. Practical application of the Augmented Expertise methodology. Open-source, domain-agnostic, CC BY 4.0.
kubeshop/testkube/io.github.kubeshop/testkube-mcp MCP server
no license1,641★ repoMCP server for Testkube - Manage test workflows, executions, and artifacts via AI assistants
codeaholicguy/ai-devkit/skills/agent-communication Skill
no license1,577★ repoThe control plane for AI coding agents.
NuGet/Home/com.microsoft/nuget MCP server
no license1,554★ repoA Model Context Protocol (MCP) server for NuGet.
MCP Server for WinDbg Crash Analysis
svnscha/mcp-windbg/io.github.svnscha/mcp-windbg MCP server
1,521★ repoA Model Context Protocol server for Windows crash dump analysis using WinDbg/CDB
nrwl/nx-console/io.github.nrwl/nx-mcp MCP server
1,410★ repoA Model Context Protocol server implementation for Nx
BayramAnnakov/claude-reflect Skill
1,406★A self-learning system for Claude Code that captures corrections, positive feedback, and preferences — then syncs them to CLAUDE.md and AGENTS.md.
OpenOSINT/OpenOSINT/io.github.OpenOSINT/openosint MCP server
1,388★ repoAI-powered OSINT agent & MCP server. 16 tools: email, breach, IP, WHOIS, DNS, Shodan, GitHub & more.
robotmcp/ros-mcp-server/io.github.robotmcp/ros-mcp-server MCP server
1,385★ repoConnect AI models like Claude & ChatGPT with ROS robots using MCP
specstoryai/getspecstory/lore Skill
1,297★ repoInstall our local first extensions for your favorite AI IDE or Terminal Agent. Process your histories into reusable skills with Lore. Sync your conversations to the cloud. File issues and requests.
SceneView/sceneview/io.github.SceneView/mcp MCP server
1,278★ repo3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation.
sceneview/sceneview/io.github.sceneview/mcp MCP server
1,277★ repo3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation.
mohitagw15856/pm-claude-skills/io.github.mohitagw15856/pm-claude-skills MCP server
1,270★ repo822 professional Agent Skills + workflow recipes — searchable & fetchable over MCP.
vybenetwork/solana-mcp-vybe/io.github.vybenetwork/solana-mcp-vybe MCP server
no license1,242★ repoSolana MCP developer toolkit: wallets, trades, markets, PnL, transfers, onchain, swaps & API tools.
AIPexStudio/AIPex/packages/browser-runtime/src/skill/built-in/skill-creator-browser Skill
1,235★ repoAIPex: AI browser automation assistant, no migration and privacy first. Alternative to Manus Browser Operator、 Claude Chrome and Agent Browser
BetterDB-inc/monitor/io.github.BetterDB-inc/monitor MCP server
no license1,232★ repoBetterDB MCP server - Valkey observability for Claude Code and other MCP clients
drhelius/gearboy/io.github.drhelius/gearboy MCP server
1,190★ repoMCP server for Gearboy Nintendo Game Boy / Game Boy Color emulator
JuneYaooo/gpt-image2-ppt-skills Skill
1,170★Clone any .pptx into your own deck — OpenAI gpt-image-2 mimics the layout, you supply the content. 10 bundled styles. | 把任何 .pptx 模板"抄"成你的 PPT：gpt-image-2 仿版式、你换内容，另含 10 套精选风格。Claude Code / OpenClaw skill.
agentlas-ai/Agentlas-OS/skills/agent-team-design Skill
1,154★ repoAgent OS: keep specialist agents in a hub, spin up a temporary orchestrator per task. Local-first, works with any model.
xuzhougeng/wisp-science/skills/agent-infini Skill
1,148★ repoOpen-source, local-first desktop AI research workbench for scientific computing with Python/R, MCP bioinformatics tools, SSH/WSL/GPU runtimes, and OpenAI/Anthropic models.
ref-tools/ref-tools-mcp/ai.smithery/ref-tools-ref-tools-mcp MCP server
1,148★ repoProvide your AI coding tools with token-efficient access to up-to-date technical documentation for…
web-infra-dev/rsdoctor/io.github.yifancong/rsdoctor MCP server
1,139★ repoAn MCP server that provides build analysis and optimization recommendations for Rspack projects.
gooseworks-ai/goose-skills/skills/ads/capabilities/create-image-fal Skill
1,127★ repoLibrary of Growth & GTM skills + data APIs for Claude Code, Codex, Cursor to run ads, social, content, lead gen, seo and data scraping
ihor-sokoliuk/mcp-searxng/io.github.ihor-sokoliuk/mcp-searxng MCP server
1,123★ repoMCP server for SearXNG — privacy-respecting web search with pagination, URL reading
Mibayy/token-savior/io.github.Mibayy/token-savior MCP server
1,113★ repoStructural codebase MCP server with persistent memory: navigate by symbol, recall across sessions.
mongodb-js/mongodb-mcp-server/io.github.mongodb-js/mongodb-mcp-server MCP server
1,099★ repoMongoDB Model Context Protocol Server
safedep/vet/io.github.safedep/vet-mcp MCP server
1,097★ repoProtect your AI agents and IDEs from malicious open-source packages.
ArcadeData/arcadedb/com.arcadedb/mcp-server MCP server
1,072★ repoBuilt-in MCP server for ArcadeDB multi-model database (graph, document, vector, time-series)
FalkorDB/QueryWeaver/com.falkordb/QueryWeaver MCP server
1,062★ repoAn MCP server for Text2SQL: transforms natural language into SQL using graph schema understanding.
microsoft/powerbi-modeling-mcp/com.microsoft/powerbi-modeling-mcp MCP server
1,056★ repoThe Power BI Modeling MCP Server brings Power BI semantic modeling capabilities to your AI agents.
asklokesh/loki-mode/io.github.asklokesh/loki-mode MCP server
no license1,031★ repoAutonomous spec-to-product coding-agent CLI with an MCP server exposing 34 tools over stdio.
ctxrs/ctx/plugins/ctx-agent-history-search/skills/ctx-agent-history-search Skill
1,017★ repoSearch the coding agent history already on your machine
dtsola/xiaoyaosearch/.claude/skills/better-icons Skill
no license1,012★ repo小遥搜索，听懂你的话、看懂你的图，用AI找到本地任何文件。让搜索像聊天一样简单。XiaoyaoSearch: Understands your words, reads your images, finds any local file with AI. Making search as easy as chatting.
Optim-Agent/optim-agent Skill
1,008★LLM agents as your hyperparameter optimizer.
scaleway/scaleway-cli/io.github.scaleway/scaleway-mcp MCP server
991★ repoScaleway MCP server for interacting with the Scaleway APIs
neo4j-contrib/mcp-neo4j/io.github.neo4j-contrib/mcp-neo4j-aura-manager MCP server
979★ repoMCP server for Neo4j Aura Database Instance Manager.
atlassian/atlassian-mcp-server/com.atlassian/atlassian-mcp-server MCP server
966★ repoConnect to Atlassian Jira, Confluence, and Compass to search, create, and manage your work.
Octocode MCP - AI Context Platform
bgauryy/octocode-mcp/io.github.bgauryy/octocode-mcp MCP server
908★ repoAI code research platform. Search, analyze, and extract insights from any GitHub repository.
hoangsonww/Claude-Code-Agent-Monitor/.agents/skills/mcp-maintainer Skill
891★ repo🚀 A real-time monitoring dashboard for Claude Code, built with SQLite3, Node.js, Express, React, Vite, TailwindCSS, and WebSockets. It tracks sessions, agent activity, tool usage, and subagent orchestration, providing live analytics, a Kanban status board, status notifications, a cute buddy, and an interactive web UI/MacOS/Windows native app.
SylphxAI/pdf-reader-mcp/io.github.SylphxAI/pdf-reader-mcp MCP server
887★ repoEvidence-first PDF MCP. Agent Document Twin with citeable page+bbox evidence.
stackql/stackql/io.github.stackql/stackql-mcp MCP server
866★ repoSQL-native query and provisioning engine for cloud infrastructure, served over MCP.