Context & AI engineering
26,411 rows, by stacks then stars
2,072 of these skill files have been read, by 1,193 distinct authors, and what they tell an agent counted. What Context & AI engineering authors agree on, and what they forbid
takiguchi-yu/google-workspace-mcp/io.github.takiguchi-yu/google-workspace-mcp MCP server
no licenseAn MCP server for Google Workspaces.
testdino-inc/testdino-mcp/io.github.testdino-inc/testdino-mcp MCP server
no licenseA MCP server for TestDino
theYahia/1c-rest-mcp/io.github.theYahia/1c-rest-mcp MCP server
no licenseMCP server for 1C Enterprise — ERP catalogs, documents via REST API (Russia)
thunderbit-open/thunderbit-mcp-server/io.github.thunderbit-open/thunderbit-mcp-server MCP server
no licenseAI-powered web scraping MCP. Distill pages to Markdown or extract structured data via JSON Schema.
tjhop/prometheus-mcp-server/io.github.tjhop/prometheus-mcp-server MCP server
no licenseAn API-complete MCP server to manage Prometheus-compatible backends.
verbart/tradernet-mcp-server/io.github.verbart/tradernet-mcp-server MCP server
no licenseMCP server for Tradernet/Freedom24 trading API — portfolio, orders, quotes, and more
vinhphatfsg/transform-rules-rs/io.github.vinhphatfsg/transform-rules-mcp MCP server
no licenseMCP server for CSV/JSON data transformation using YAML rules
wklm/ioswebble-sdk/io.github.wklm/ios-web-bluetooth MCP server
no licenseMCP server to ship Web Bluetooth on iPhone Safari via the WebBLE extension.
xbt786/hipaa-agent-ai/io.github.xbt786/hipaa-agent MCP server
no licenseHIPAA compliance AI agent — scan, grade, SRA, and generate compliance docs.
xiaojiou176-open/agent-exporter/io.github.xiaojiou176-open/agent-exporter-mcp MCP server
no licenseLocal stdio MCP bridge for archive publishing, retrieval, and governance evidence.
xiaojiou176-open/dealwatch/io.github.xiaojiou176-open/dealwatch MCP server
no licenseLocal-first grocery price intelligence with a read-only MCP server.
xiaojiou176-open/OpenVibeCoding/io.github.xiaojiou176-open/openvibecoding-readonly MCP server
no licenseRead-only MCP for OpenVibeCoding runs, workflows, proof, queue, replay, and incident reads.
xiaojiou176-open/openui-mcp-studio/io.github.xiaojiou176-open/openui-mcp-studio MCP server
no licenseLocal stdio MCP for UI briefs to React + shadcn with review, proof, and ship.
xiaojiou176-open/apple-notes-forensics/io.github.xiaojiou176-open/notestorelab-mcp MCP server
no licenseLocal copy-first Apple Notes recovery and review MCP server for NoteStore Lab case roots.
Prompt Switchboard MCP Sidecar
xiaojiou176-open/multi-ai-sidepanel/io.github.xiaojiou176-open/prompt-switchboard-mcp MCP server
no licenseCompare-first local MCP sidecar for browser AI workflows.
xiaojiou176-open/provenote/io.github.xiaojiou176-open/provenote-mcp MCP server
no licenseFirst-party Provenote MCP server for drafts, research threads, auditable runs, and knowledge search.
xodn348/HNmcp/io.github.xodn348/readhn MCP server
no licenseAI-native HackerNews MCP Server. Find HN content that matters with explainable quality signals.
GWAS Bioinformatics MCP Server
zaeyasa/gwas-mcp/io.github.zaeyasa/gwas-mcp MCP server
no licenseAccess 30+ bioinformatics tools from 14 databases.
zymsj8j9z9-ship-it/packforai-mcp/io.github.zymsj8j9z9-ship-it/packforai-mcp MCP server
no licenseConvert PDF, DOCX, XLSX, CSV, JSON into clean, AI-ready Markdown via the PackForAI API.
609NFT/solana-mcp/trade.neglect/mcp-server MCP server
no licenseFull Solana DeFi coverage: launchpads, tokens, trades, and wallets, decoded at scale.
jmagar/unraid-mcp/tv.tootie/unraid-mcp MCP server
no licenseMCP server for Unraid API — provides tools to interact with an Unraid server's GraphQL API.
addyosmani/agent-skills/skills/browser-testing-with-devtools Skill
85,040★ repoProduction-grade engineering skills for AI coding agents.
bytedance/UI-TARS-desktop/io.github.bytedance/mcp-server-browser MCP server
38,380★ repoMCP server for browser use access
nanocoai/nanoclaw/.claude/skills/add-clidash Skill
30,378★ repoA 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
alibaba/open-code-review/plugins/open-code-review/skills/open-code-review-delegate Skill
13,904★ repoOpen-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.
deanpeters/Product-Manager-Skills/skills/agent-orchestration-advisor Skill
no license6,355★ repoProduct Management skills framework built on battle-tested methods for Claude Code, Cowork, Codex, and AI agents.
dotnet/skills/.agents/skills/create-custom-agent Skill
4,776★ repoRepository for skills to assist AI coding agents with .NET and C#
parcadei/Continuous-Claude-v3/.claude/skills/agent-context-isolation Skill
3,882★ repoContext management for Claude Code. Hooks maintain state via ledgers and handoffs. MCP execution without context pollution. Agent orchestration with isolated context windows.
microsoft/mcp/com.microsoft/microsoft-fabric MCP server
3,553★ repoMCP tools for interacting with Microsoft Fabric
revolist/revogrid/io.github.revolist/revogrid-mcp-pro MCP server
3,430★ repoHosted Pro MCP server for RevoGrid DataGrid docs, examples, feature checks, and migration guidance.
browserbase/mcp-server-browserbase/io.github.browserbase/mcp-server-browserbase MCP server
3,416★ repoMCP server for AI web browser automation using Browserbase and Stagehand
himself65/finance-skills/plugins/data-providers/skills/fintel-data Skill
3,132★ repoA collection of skills for AI financial analysis.
elementalsouls/Claude-BugHunter/skills/bb-local-toolkit Skill
no license3,122★ repoA Claude Code skill bundle for bug hunting and external red-team work - 82 skills, 15 slash commands, 681 disclosed-report patterns curated across 24 core vulnerability classes, plus enterprise identity + infrastructure attack matrices.
foryourhealth111-pixel/Vibe-Skills/bundled/skills/.system/skill-creator Skill
2,656★ repoVibeSkills is a general-purpose Skill that automatically routes local Skills and intelligently orchestrates harness workflows.
Backend to frontend handoff docs
softaworks/agent-toolkit/dist/plugins/backend-to-frontend-handoff-docs/skills/backend-to-frontend-handoff-docs Skill
2,239★ 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.
bergside/typeui/plugins/hermes/typeui/typeui_hermes/skills/typeui Skill
no license1,735★ repoBuild better UI with AI
codeaholicguy/ai-devkit/skills/agent-management Skill
no license1,566★ repoThe control plane for AI coding agents.
brave/brave-search-mcp-server/io.github.brave/brave-search-mcp-server MCP server
1,341★ repoBrave Search MCP Server: web results, images, videos, rich results, AI summaries, and more.
specstoryai/getspecstory/workthreads 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.
vybenetwork/solana-mcp-vybe/io.github.vybenetwork/vybe-solana-api MCP server
no license1,242★ repoSolana MCP for wallets, trades, markets, PnL, transfers, onchain data, signable swaps and API tools.
OpenOSINT/OpenOSINT/io.github.SonoTommy/openosint MCP server
1,237★ repoAI-powered OSINT agent & MCP server. 16 tools: email, breach, IP, WHOIS, DNS, Shodan, GitHub & more.
AvdLee/Xcode-Build-Optimization-Agent-Skill/skills/xcode-build-benchmark Skill
1,195★ repoAn Agent Skill helping you to optimize Xcode incremental and clean builds by running benchmarks and optimizing build settings.
ref-tools/ref-tools-mcp/io.github.ref-tools/ref-tools-mcp MCP server
1,148★ repoToken efficient search for coding agents over public and private documentation.
ArcadeData/arcadedb/io.github.ArcadeData/arcadedb MCP server
1,057★ repoMulti-Model database with built-in MCP server for SQL, Cypher, Gremlin, and GraphQL.
gooseworks-ai/goose-skills/skills/ads/capabilities/create-image-gpt-image-fal Skill
1,054★ repoLibrary of Growth & GTM skills + data APIs for Claude Code, Codex, Cursor to run ads, social, content, lead gen, seo and data scraping
CreminiAI/skillpack/templates/builtin-skills/skill-creator Skill
1,054★ repoPack and deploy local AI agents for your team in minutes
neo4j-contrib/mcp-neo4j/io.github.neo4j-contrib/mcp-neo4j-cypher MCP server
979★ repoA simple Neo4j MCP server that allows you to run Cypher queries against a Neo4j database.
ctxrs/ctx/skills/ctx-agent-history-search Skill
971★ repoSearch the coding agent history already on your machine
fcakyon/claude-codex-settings/plugins/agent-browser/skills/agent-browser Skill
817★ repoBattle-tested Claude Code, OpenAI Codex, Cursor configs, plugins, hooks and agents with Kimi MiniMax and GLM API support.
ChiR24/Unreal_mcp/ai.smithery/ChiR24-unreal_mcp MCP server
807★ repoControl Unreal Engine to browse assets, import content, and manage levels and sequences. Automate…
AgentWorkforce/relay/.agents/skills/creating-agent-skills-skill Skill
773★ repoReal time communication for agents. Wake on message, channels, DMs and actions. Useful for orchestrating agents.
countbot-ai/CountBot/workspace/skills/agent-team-manager Skill
758★ repo更适配中文用户的轻量开源AI Agent | 国产大模型Coding plan支持 | 兼容OpenClaw Skills生态| 已接入微信ClawBot/微博龙虾/飞书/钉钉/QQ/小智AI/Telegram/deepseek-v4。
amElnagdy/delegate-skills/skills/claude-delegate Skill
724★ repoDrive Codex, OpenCode, Antigravity, Grok, or Kimi as a background implementer — brief it, review its diff, land the commit yourself.
dongshuyan/compass-skills/skills/run-history-skill-builder Skill
663★ repo司南：个性化 AI 任务总控 Skills 系统 /COMPASS: Personal Alignment Skills OS for AI Agents
Ar9av/PaperOrchestra/skills/content-refinement-agent Skill
no license634★ repoAn automated AI research-paper writer based off Google's PaperOrchestra paper's implementation through a skills - benchmark + autoraters using any coding agent (Claude Code, Cursor, Antigravity, Cline, Aider). No API keys, no LLM SDKs.
sirkirby/unifi-mcp/io.github.sirkirby/unifi-network-mcp MCP server
629★ repoManage UniFi Network devices, clients, firewall, VLANs, VPNs, and more via MCP.
butterbase-ai/butterbase-skills/skills/agents Skill
532★ repoPlugin for Butterbase.ai
levnikolaevich/claude-code-skills/io.github.levnikolaevich/hex-line-mcp MCP server
525★ repoHash-verified file editing MCP server with token efficiency hook for AI coding agents.
Optim-Agent/optim-agent/plugins/optim-agent Skill
513★ repoLLM agents as your hyperparameter optimizer.
ancoleman/ai-design-components/skills/ai-data-engineering Skill
503★ repoComprehensive UI/UX and Backend component design skills for AI-assisted development with Claude