The catalog
325,949 rows, by stacks then stars
jrr996shujin-png/openclaw-seo-aeo-skills/aeo-content-strategy Skill
10★ repoSEO & AEO skill pack for OpenClaw — diagnose website health, mine long-tail questions from Reddit/Quora, track keyword rankings & competitor content, and generate monthly reports with AI-ready recommendations.
TsakunovR/does-it-work Skill
10★Claude Code / Codex skill: проверяет, что ваш продукт реально работает — находит баги и строит защиту от регрессий автотестами
nagarjuna-msr/fable-god-mode/skills/fable-god-mode Skill
10★ repoTwo Claude Code skills: 10-80-10 token discipline for Fable 5, plus GPT-5.5 (Codex) as an independent reviewer. Agent-driven, reversible installer.
tonypls/agentic-product-launch/skills/launch-project Skill
10★ repoA launch playbook your coding agent can run — take a shippable AI product, agent, SaaS, or devtool from ready to launched, no audience required.
luka2chat/geo-skills Skill
10★Production-grade GEO best practices for AI agents — everything you need to optimize content for AI search engines and LLM-based answer engines
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
Heiberg-Industries/designbrief Skill
10★Design guardrails, not templates. A library of UI design direction files that give LLMs (and humans) the context to build tasteful, consistent interfaces in any style.
skyzer/deslop-the-copy Skill
10★Portable Agent Skill that removes AI writing patterns while preserving the writer voice. Works with Claude Code, Codex, OpenClaw, Cursor, and more.
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.
alessiorubicini/Apple-Foundation-Models-Agent-Skill/.agents/skills/update-foundation-models-apis Skill
10★ repoAdd expert Apple Foundation Models guidance to your AI coding tool (Agent Skills open format)
isomoes/skills/.agents/skills/skill-creator Skill
10★ repoCustom skills for agents to support academic paper writing and thesis management
rcampos09/performance-testing-skills/skills/gatling-best-practices Skill
no license10★ repoOpen-source Claude Code skills for performance and load testing. Install any skill to get AI-guided test generation for your stack.
blackblue-labs/zeroplot/skills/zeroplot Skill
10★ repoPlot anything with zero effort. Editable charts, diagrams, figures, posters, and slides.
calebzu/pmsm-control-claude-skills-for-matlab/.claude/skills/motor-dtc-pmsm Skill
10★ repoPMSM Claude Skills: methodology + skill library for AI-augmented MATLAB/Simulink modeling of PMSM control (FCS-MPC, DTC, SMC) with the Reference Model Learning Workflow; plus an extra FOC + load-torque-estimator reference
jnMetaCode/local-agent-toolkit/demo/skills/note-taker Skill
no license10★ repoA local-first, MCP-native toolkit for building AI agents: engram (memory) + skillet (skills) + tracelet (tracing). One runnable end-to-end recipe.
s-hiraoku/synapse-a2a/.agents/skills/anthropic-skill-creator Skill
no license10★ repoTheQmaks/crowdcast/skills/crowdcast Skill
no license10★ repoMulti-agent social simulation as a Claude Code skill. Zero dependencies — predict anything with /crowdcast simulate.
0xArchiveIO/0xarchive-skill/skills/query Skill
10★ repoAgent-ready 0xArchive market data skill for Hyperliquid and Lighter.xyz.
qwedsazxc78/devops-ai-skill/.agents/skills/horus Skill
no license10★ repo⚡ Cross-platform DevOps AI Skill Pack — Horus (IaC) + Zeus (GitOps) agents, ingress→Gateway migration & architecture-diagram painter for Claude Code, Codex CLI, Gemini CLI & Antigravity
Stunspot/CanopyOps/canopyops Skill
no license10★ repoEvidence-bounded cannabis cultivation operations Augment for crop plans, diagnostics, calculations, harvest review, and operating records.
rlespinasse/agent-skills/skills/conventional-commit Skill
10★ repoA collection of Agent Skills for AI coding assistants (Claude, Cursor, Copilot). Following agentskills.io specification.
weklund/fiduciary/.claude/skills/finance-query Skill
10★ repoA personal financial advisor that runs locally. Plaid CLI + SQLite + Claude Code skills. Fiduciary-grade advice grounded in your real data.
Rainnystone/skill-orchestration-system/.agents/skills/sos Skill
10★ repoSkill-first CLI for turning agent skills into reviewable, routing-friendly packs.
starpig1129/PheroPath Skill
10★PheroPath is a stigmergy-based communication protocol that allows AI Agents to leave invisible "pheromones" (signals) on files to coordinate tasks, warn of risks, or share insights without modifying the file content itself.
maaarcooo/agent-skills/archive/claude-ai/pdf-extract Skill
no license10★ repoAgent skills for Claude.ai, Claude Code, ChatGPT, and Codex, covering document processing, study tools, and cross-agent workflows.
a-tokyo/agent-skills-harness/.agents/skills/autoresearch Skill
10★ repoA factory for building production-grade agent skills — benchmarked against gold standards, autonomously improved via an autoresearch loop, and verified by independent multi-agent consensus.
autohandai/community-skills/aaronontheweb-dotnet-skills Skill
10★ repoA collection of curated, useful, and safe skills for Autohand Code CLI Agent
arjunkmrm/perplexity-search/ai.smithery/arjunkmrm-perplexity-search MCP server
no license10★ repoEnable AI assistants to perform web searches using Perplexity's Sonar Pro.
jdguggs10/flaim/app.flaim/mcp MCP server
10★ repoRead-only fantasy analysis for ESPN, Yahoo, and Sleeper leagues via MCP
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.
controlplane-com/ai-plugin/io.cpln/control-plane MCP server
10★ repoControl Plane (controlplane.com): deploy and operate workloads across AWS, GCP, Azure, and more.
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.
HaseebKhalid1507/VelociRAG/io.github.HaseebKhalid1507/velocirag MCP server
10★ repoLightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search.
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
muvon/octobrain/io.github.Muvon/octobrain MCP server
10★ repoPersistent memory for AI assistants with semantic search and knowledge graph relationships.
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
Writbase/writbase/io.github.Writbase/writbase MCP server
10★ repoMCP-native task management for AI agent fleets with scoped permissions and provenance.
YGao2005/scholar-feed-mcp/io.github.YGao2005/scholar-feed-mcp MCP server
10★ repo600,000+ CS/AI/ML papers in your AI assistant: search, novelty scores, citations, daily watches.
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.
bawbel/bawbel-scanner/io.github.bawbel/bawbel-scanner MCP server
no license10★ repoSecurity scanner for MCP servers and skill files. Detects AVE vulnerabilities before production.
bawbel/scanner/io.github.bawbel/scanner MCP server
no license10★ repoSecurity scanner for MCP servers and skill files. Detects AVE vulnerabilities before production.
base76-research-lab/token-compressor/io.github.base76-research-lab/token-compressor MCP server
10★ repoCompress prompts 40-60% using local LLM + embedding validation. Preserves all conditionals.