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
cacheforge-ai/cacheforge-skills/skills/agentic-devops Skill
10★ repo⚡ SOTA agent skills for OpenClaw — observability, security, code quality, incident response, and more. Built by Anvil AI.
Agent capability comparison methodology
ChrisLamDev/hermes-core-skills/skills/agent-capability-comparison-methodology Skill
10★ repo25 executable AI agent skills for debugging, planning, token efficiency, and security
mattbaconz/signal/claude-signal/skills/signal-ckpt Skill
10★ repoSIGNAL — Agent Skills: terse structured output (tiers, templates, checkpoints), git workflow skills (commit, push, PR, review, ckpt), Karpathy-inspired coding norms. Claude Code, Cursor, Gemini CLI, Codex & other Agent Skills hosts.
Ruisi-Lu/github-loop-engineering-skill/skills/github-loop-engineering-skill Skill
10★ repoGitHub-native Loop Engineering skill: evidence-gated Issues and Projects workflows over the official GitHub MCP Server.
svd-ai-lab/sim-plugin-abaqus/src/sim_plugin_abaqus/_skills/abaqus Skill
10★ repoUse Codex and Claude Code with Abaqus via sim-cli: CAE/noGUI authoring, batch jobs, ODB diagnostics, bounded execution.
isomoes/skills/.agents/skills/skill-creator Skill
10★ repoCustom skills for agents to support academic paper writing and thesis management
s-hiraoku/synapse-a2a/.agents/skills/anthropic-skill-creator Skill
no license10★ repoRainnystone/skill-orchestration-system/.agents/skills/sos Skill
10★ repoSkill-first CLI for turning agent skills into reviewable, routing-friendly packs.
autohandai/community-skills/aaronontheweb-dotnet-skills Skill
10★ repoA collection of curated, useful, and safe skills for Autohand Code CLI Agent
wei/mymlh-mcp-server/ci.git/mymlh-mcp-server MCP server
no license10★ repoOAuth-enabled MyMLH MCP server for accessing MyMLH data.
AutomoxCommunity/automox-mcp/com.automox/automox-mcp MCP server
10★ repoOfficial MCP server for Automox. Manage devices, patches, and policies in natural language.
clipkit-video/clipkit/dev.clipkit/clipkit MCP server
10★ repoMCP server for Clipkit — gives AI agents a video toolbox via the Clipkit schema.
BeppeTemp/cartographer/io.github.BeppeTemp/cartographer MCP server
10★ repoGovernance MCP server for agent-maintained knowledge bases (OKF): git-backed writes, search, lint.
Brandsystem MCP — Brand Guidelines for AI
Brandcode-Studio/brandsystem-mcp/io.github.Brandcode-Studio/brandsystem-mcp MCP server
10★ repoUse existing brand guidelines with AI. Turn websites, PDFs, and Figma into a .brand runtime.
Cavinooo/claude-find/io.github.Cavinooo/claude-find MCP server
10★ repoPull Deep Memory from across your Claude Code Sessions — when you need it.
Combjellyshen/ZoteroBridge/io.github.Combjellyshen/zotero-bridge MCP server
10★ repoMCP Server for Zotero SQLite Database - collection, tagging, PDF reading and more.
Harusame64/desktop-touch-mcp/io.github.Harusame64/desktop-touch-mcp MCP server
10★ repoComputer-use MCP for Windows 10/11: 32 tools — screenshot, UIA, Chrome CDP, type/click/scroll, VBA.
Paparats – Local Semantic Code Search MCP
IBazylchuk/paparats-mcp/io.github.IBazylchuk/paparats-mcp MCP server
10★ repoLocal-first semantic code search across all your repos. Private context for AI coding assistants.
JhostinAleck/brightspace-mcp/io.github.JhostinAleck/brightspace MCP server
10★ repoMCP server for D2L Brightspace. Multi-auth, 26+ tools, MCP Resources, Prompts, and web dashboard.
KSAklfszf921/skolverket-mcp/io.github.KSAklfszf921/skolverket-mcp MCP server
10★ repoMCP server for Skolverket's open APIs - Curriculum, School Units, and Adult Education
MarcelRoozekrans/memorylens-mcp/io.github.MarcelRoozekrans/memorylens-mcp MCP server
10★ repoMCP server for .NET memory profiling with JetBrains dotMemory integration
Ninjabeam20/SportIQ-MCP/io.github.Ninjabeam20/sportiq-mcp MCP server
10★ repoMCP tools for FIFA World Cup 2026 football, Formula 1, and IPL cricket — sims, strategy, fantasy.
PsYcGoD/sage/io.github.PsYcGoD/sage MCP server
10★ repoCLI wrapper and MCP server for AI coding agents with local history and compressed output.
Selenium39/mcp-server-tempmail/io.github.Selenium39/mcp-server-tempmail MCP server
no license10★ repoMCP server for temporary email management using ChatTempMail API
SnowLeopard-AI/bigquery-mcp/io.github.SnowLeopard-AI/bigquery-mcp MCP server
10★ repoA SnowLeopardAI-managed MCP server that provides access to Google BigQuery data.
SurgeX-Labs/awx-mcp-server/io.github.SurgeX-Labs/awx-mcp-server MCP server
no license10★ repoControl AWX/Ansible Tower through natural language - 49 tools for automation
adkit/ads-mcp/io.github.adkit/ads MCP server
10★ repoCreate, launch & analyze ad campaigns, spy on competitors — Meta, Google, TikTok & Reddit.
agentic-hil/agentic-hil/io.github.agentic-hil/agentic-hil MCP server
10★ repoPolicy-gated MCP tools for embedded hardware-in-the-loop testing on real devices.
aibtcdev/aibtc-mcp-server/io.github.aibtcdev/mcp-server MCP server
no license10★ repoBitcoin-native MCP server for AI agents: BTC/STX wallets, DeFi yield, sBTC peg, NFTs, x402 payments.
alvinjchoi/gtasks-mcp/io.github.alvinjchoi/gtasks-mcp MCP server
10★ repoManage Google Tasks via MCP: list, search, create, update, move, and clear tasks.
bunnyf/pcb-mcp/io.github.bunnyf/kicad-mcp-server MCP server
10★ repoMCP server for AI-assisted PCB design with KiCad 9.x
fabkho/nuxt-i18n-mcp/io.github.fabkho/nuxt-i18n-mcp MCP server
10★ repoMCP server for managing i18n translations in Nuxt projects.
fixed-width/glass/io.github.fixed-width/glass MCP server
10★ repoMCP server giving a coding agent a build→see→interact→debug loop over native GUI apps.
howardpen9/grok-mcp/io.github.howardpen9/grok-mcp MCP server
10★ repoUse xAI Grok as a peer reviewer + PR gate from Claude Code, Cursor, Cline and any MCP host.
jcdreamjc/wudao-mcp/io.github.jcdreamjc/wudao-mcp MCP server
10★ repoRead-only China A-share data for AI agents: market, limit-up, capital flow and disclosures.
juanklagos/spec-driven-development-template/io.github.juanklagos/sdd-mcp MCP server
10★ repoSpec-Driven Development workflow: specs, plans, gates, status and logbook tools. Bilingual EN/ES.
ksimback/hermes-atlas-mcp/io.github.ksimback/hermes-atlas-mcp MCP server
10★ repoSearch and fetch 100+ Hermes Agent tools, skills, plugins, and integrations from hermesatlas.com.
laf-rge/quickbooks-mcp/io.github.laf-rge/quickbooks-mcp MCP server
10★ repoMCP server for QuickBooks Online API integration
mindstone/mcp-servers/io.github.mindstone/mcp-server-apple-shortcuts MCP server
no license10★ repoMCP server for Apple Shortcuts via the macOS shortcuts CLI
n24q02m/better-telegram-mcp/io.github.n24q02m/better-telegram-mcp MCP server
10★ repoTelegram MCP server — dual-mode Bot API + MTProto, composite tools.
n24q02m/mnemo-mcp/io.github.n24q02m/mnemo-mcp MCP server
10★ repoPersistent AI memory with hybrid search (FTS5 + semantic) and cross-machine sync.
neverinfamous/db-mcp/io.github.neverinfamous/db-mcp MCP server
10★ repoSQLite MCP server with OAuth 2.1, HTTP/SSE, 122 tools, and smart tool filtering
olanokhin/openresearch-mcp/io.github.olanokhin/openresearch-mcp MCP server
10★ repoZero-auth research MCP: web, academic, finance, news, weather, macro, social, SEC. No keys.
osama-ata/p6xer-mcp-server/io.github.osama-ata/p6xer-mcp-server MCP server
10★ repoAn MCP server for Primavera P6 XER files.
perforce/perforce-agentic-gateway/io.github.perforce/perforce-agentic-gateway MCP server
no license10★ repoLocal MCP gateway that proxies AI clients to many MCP servers with a token-efficient code mode
rafapra3008/cervellaswarm/io.github.rafapra3008/lu-mcp-server MCP server
10★ repoVerify AI agent communication with session types and formal proofs
ravikant1918/sharepoint-mcp/io.github.ravikant1918/sharepoint-mcp MCP server
10★ repoMCP server for Microsoft SharePoint — manage folders, documents, and metadata.
rclone-ui/rclone-mcp/io.github.rclone-ui/rclone MCP server
no license10★ repoMCP server for the Rclone RC API, with selectable toolsets.
renezander030/agentic-task-system/io.github.renezander030/agentic-task-system MCP server
10★ repoMCP server giving AI agents persistent task memory across TickTick, Notion, GitHub, Linear & Beads
richer-richard/fenestra/io.github.richer-richard/fenestra-mcp MCP server
10★ repoRender and verify native Rust GUIs headlessly: access tree, query, a11y, screenshots, motion.
sbroenne/mcp-server-powerpoint/io.github.sbroenne/mcp-server-powerpoint MCP server
10★ repoPowerPoint automation for AI: slides, shapes, tables, charts, images, notes. Windows only.
signnow/sn-api-helper-mcp/io.github.signnow/sn-api-helper-mcp MCP server
10★ repoMCP server for SignNow API helper tools (stdio only).
smilemin07/korean-rnd-regs-mcp/io.github.smilemin07/korean-rnd-regs-mcp MCP server
10★ repoSearch South Korea's national R&D regulations in natural language with cited provisions.
verivus-oss/llm-cli-gateway/io.github.verivus-oss/llm-cli-gateway MCP server
10★ repoOne MCP endpoint for Claude Code, Codex, Gemini, Grok and Mistral CLIs, with durable async jobs.
wellknownmcp/cortex-gateway/io.github.wellknownmcp/cortex-gateway MCP server
10★ repoSelf-hosted federated MCP gateway: one OAuth 2.1 MCP server in front of N apps, user-level scopes.
whw23/searxng_http_mcp/io.github.whw23/searxng-http-mcp MCP server
10★ repoSelf-contained SearXNG metasearch MCP server. One Docker image, 200+ engines, privacy-first.
jonradoff/llmopt/io.metavert/llmopt MCP server
10★ repoAI brand visibility analytics: visibility scores, optimizations, video, Reddit, and search rankings.
Byunk/minimal-claude-code/context-engineering/skills/context-engineering Skill
no license9★ repoA minimal Claude Code plugin with just the essentials.
CtriXin/agent-2-agent Skill
9★Cross-model adversarial code review for Claude Code. Claude-written code gets reviewed by Codex; Codex-written code gets reviewed by Claude. Different models, different blind spots — let them fight. 跨模型对抗式 Code Review Claude Code skill。Claude 写的代码让 Codex 审，Codex 写的让 Claude 审。不同模型有不同盲区，让它们互相找茬。
AntonioBlago/peec-ai-skills/skills/peec-agent Skill
9★ repoProduction-tested Claude Code skills for Peec AI brand-visibility tracking in LLM search (ChatGPT, Perplexity, Gemini, Google AI Overviews). Includes ai-visibility-setup (9-phase project configuration) and peec-content-intel (content gap analysis + brief generation).