Agent Skill Systems MCP Servers
MCP servers and frameworks for packaging, distributing, and executing reusable skills/methodologies for AI agents. Includes skill managers, skill loaders, and skill collections that work across multiple agent platforms. Does NOT include agent orchestration platforms, individual domain-specific skills (those belong in category-specific repos), or general MCP server infrastructure.
There are 81 agent skill systems servers tracked. 4 score above 50 (established tier). The highest-rated is intellectronica/skillz at 65/100 with 374 stars and 1,331 monthly downloads.
Get all 81 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=mcp&subcategory=agent-skill-systems&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Server | Score | Tier |
|---|---|---|---|
| 1 |
intellectronica/skillz
An MCP server for loading skills (shim for non-claude clients). |
|
Established |
| 2 |
kdpa-llc/local-skills-mcp
Universal MCP server enabling any LLM or AI agent to utilize expert skills... |
|
Established |
| 3 |
biocontext-ai/skill-to-mcp
Convert AI Skills (Claude Skills format) to MCP server resources - Part of... |
|
Established |
| 4 |
varunreddy/SkillMesh
A retrieval-gated skill architecture for LLM agents that scales to hundreds... |
|
Established |
| 5 |
heeyo-life/skillboss-skills
MCP server & Claude Code skills for 100+ AI services (LLMs, image/video gen,... |
|
Emerging |
| 6 |
fkesheh/skill-mcp
LLM-managed skills platform using MCP - create, edit, and execute skills... |
|
Emerging |
| 7 |
SkillBoss-AI/skillboss-skills
MCP server & Claude Code skills for 100+ AI services (LLMs, image/video gen,... |
|
Emerging |
| 8 |
edholofy/dojo.md
University for AI agents. 92 courses, 4400+ scenarios, any model via... |
|
Emerging |
| 9 |
guia-matthieu/clawfu-skills
172 expert marketing skills for AI agents — ClawFu MCP Server |
|
Emerging |
| 10 |
ApexIQ/skillsmith
One command to make any repo agent-ready. Scaffolds .agent/ workspace,... |
|
Emerging |
| 11 |
youdotcom-oss/agent-skills
Agent Skills for integrating You.com capabilities into agentic workflows and... |
|
Emerging |
| 12 |
rgourley/mdskills
Find, branch, vote, upload and download AI agent skills |
|
Emerging |
| 13 |
CrestApps/CrestApps.AgentSkills
Shared AI agent skills and MCP tooling for .NET applications and Orchard... |
|
Emerging |
| 14 |
product-on-purpose/pm-skills-mcp
Open-source MCP with /pm-skills included 24 best-practice product management... |
|
Emerging |
| 15 |
CycleChain/skillnet-mcp
SkillNet MCP Server - Use 200.000k+ Community Skills with MCP |
|
Emerging |
| 16 |
24kchengYe/human-skill-tree
🌳 AI-Powered Skill Tree for Lifelong Human Learning. 30+ skills from K-12 to... |
|
Emerging |
| 17 |
cookiy-ai/cookiy-skill
Official Cookiy MCP workflow skills for AI coding agents — Claude Code,... |
|
Emerging |
| 18 |
dmgrok/agent_skills_directory
Intelligent skill discovery for AI agents. Find quality-validated skills... |
|
Emerging |
| 19 |
human-pages-ai/humanpages
MCP server (+ OpenClaw SKILL.md) that gives AI agents access to real-world... |
|
Emerging |
| 20 |
shadowrootdev/awesome-agent-skills-mcp
MCP server providing 100+ AI agent skills from Anthropic, Vercel, Trail of... |
|
Emerging |
| 21 |
back1ply/agent-skill-loader
MCP server to expose Claude Code Skills to AI agents |
|
Emerging |
| 22 |
adityasugandhi/skillsync-mcp
SkillSync MCP — security-gated skill management for Claude Code, OpenClaw,... |
|
Emerging |
| 23 |
cablate/Agentic-MCP-Skill
Agentic-MCP, Progressive MCP client with three-layer lazy loading. Validates... |
|
Emerging |
| 24 |
sbroenne/skillpm
Package manager for Agent Skills. Built on npm. |
|
Emerging |
| 25 |
useskillbase/spm
Skills package manager |
|
Emerging |
| 26 |
xu-xiang/awesome-top-skills
🚀 5,000+ Precision-Tagged AI Skills. Auto-updating & Agent-ready. / 5000+... |
|
Emerging |
| 27 |
Scottpedia0/skill-builder
Analyze how you work → build automations that actually run. One skill per... |
|
Experimental |
| 28 |
KhaiEr720/AI-Skills
🤖 Enhance AI capabilities with modular Skills that provide expert knowledge,... |
|
Experimental |
| 29 |
meta-quest/agentic-tools
Agent Tool and Skills for VR Development on Meta Quest |
|
Experimental |
| 30 |
agenticmarket/agenticmarket-cli
AgenticMarket is a marketplace for MCP (Model Context Protocol) skills. This... |
|
Experimental |
| 31 |
mugoherick12-boop/skillz
🛠️ Enable skills in any MCP client with Skillz, a server converting... |
|
Experimental |
| 32 |
microtech-gmbh/microtech-skills
KI Skills für das microtech ERP-System. GraphQL-Queries, Vorgangsverwaltung... |
|
Experimental |
| 33 |
tako068/awesome-agent-skills-mcp
🔧 Enhance agent skills with the Awesome Agent Skills MCP Server, providing... |
|
Experimental |
| 34 |
challe09543211/clawdbot-docker
🚀 Run OpenClaw in Docker for secure, isolated environments with persistent... |
|
Experimental |
| 35 |
permanu/superskill
One plugin, every skill. The package manager for AI coding agents — 90+... |
|
Experimental |
| 36 |
skillsdirectory/awesome-ai-skills
🧠 A curated collection of the best AI skills, system prompts & agent rules |
|
Experimental |
| 37 |
nyxhora/agenticmarket-cli
AgenticMarket is a marketplace for MCP (Model Context Protocol) skills. This... |
|
Experimental |
| 38 |
JacobJandon/OnionClaw
OnionClaw™ — OpenClaw skill for full Tor dark web access: search .onion... |
|
Experimental |
| 39 |
paradedb/agent-skills
An AI agent skill that provides expert guidance on ParadeDB |
|
Experimental |
| 40 |
shrav89/skill-scanner
🔍 Discover and analyze AI skills in your projects with Skill Scanner to... |
|
Experimental |
| 41 |
keepit-official/keepit-skills
Agent skills for your Keepit backups — check health, investigate failures,... |
|
Experimental |
| 42 |
gatling/gatling-ai-extensions
Skills and an MCP server to help you deploy and run load tests on Gatling... |
|
Experimental |
| 43 |
brucekumar/opik-openclaw
Export OpenClaw agent traces to monitoring systems for improved... |
|
Experimental |
| 44 |
bioeu/Agentic-MCP-Skill
🚀 Validate and optimize MCP token usage with Agentic-MCP-Skill, leveraging... |
|
Experimental |
| 45 |
willwearing/graspful
Agent-first adaptive learning platform. Create courses as YAML knowledge... |
|
Experimental |
| 46 |
stylusnexus/skill-loop
MCP Server for self-improving AI coding skills. Observe → inspect → amend →... |
|
Experimental |
| 47 |
Glowboth/skillsync-mcp
Provide an MCP server that enables seamless integration and management of... |
|
Experimental |
| 48 |
rafsilva85/skillflow-mcp-server
MCP Server for SkillFlow - Connect AI coding agents to 500+ curated AI... |
|
Experimental |
| 49 |
myartings/jikeskill
即刻（Jike）MCP 服务器 + OpenClaw Skills —— 让 AI 助手帮你刷即刻 |
|
Experimental |
| 50 |
gtm-k/skill-forge
A zero-install, single-file AI agent skill manager. Visual editor, quality... |
|
Experimental |
| 51 |
Jovanbeats/awesome-openclaw-Skills
🔍 Explore 700+ community-built OpenClaw skills to enhance your AI... |
|
Experimental |
| 52 |
healthdevio/l-pw2c
CLI para instalar, listar, atualizar e expor skills da HealthDev para agentes de IA. |
|
Experimental |
| 53 |
musharrafsaroof-123/skillpm
Manage Agent Skills as npm packages to publish, install, version, and share... |
|
Experimental |
| 54 |
mcp-com-ai/mcp-server-evaluations-skills
Evaluate MCP servers for quality and reliability. Verify tool functionality,... |
|
Experimental |
| 55 |
andyed/iblipper-agent
Communication skill for AI agents using iblipper.com |
|
Experimental |
| 56 |
hifriendbot/clawwp
AI agent for WordPress — manage posts, comments, SEO, media, and WooCommerce... |
|
Experimental |
| 57 |
scraperapi/scraperapi-skills
ScraperAPI's Agent Skills. |
|
Experimental |
| 58 |
RichardStoker-USDA/mcp-skills-enrichedlab
Collection of my custom MCP servers and LLM skills for various workflows. |
|
Experimental |
| 59 |
boyonglin/skillsmp-mcp-lite
A lightweight MCP server that enables AI assistants to search for skills... |
|
Experimental |
| 60 |
instamolt/agent-skills
Skill definition for AI agents to interact with Instamolt |
|
Experimental |
| 61 |
joelaugx/Antigravity-MCP-Architect-Skill
his skill helps to create new custom MCPs from scratch and fixes errors in... |
|
Experimental |
| 62 |
goldzulu/skill-loader-mcp-server
MCP server for discovering, fetching, validating, and converting Claude... |
|
Experimental |
| 63 |
ServiceNow/saai-skill-feedback
MCP skill for submitting feedback about Claude skills - auto-detects context... |
|
Experimental |
| 64 |
AlexFischman/mcp-skill-creator-agency
SkillCreatorAgency: an Agency Swarm starter that connects a “skill creator”... |
|
Experimental |
| 65 |
mtnclk/awesome-top-skills
🤖 Discover top AI agent skills with our curated collection, featuring... |
|
Experimental |
| 66 |
xdelin/awesome-agent4edu
Awesome Agent4Edu: The ultimate collection of Educational AI Agents, MCP... |
|
Experimental |
| 67 |
shripadk1999/EVOKORE-MCP
Aggregate and serve specialized Agent Skills across multiple servers with... |
|
Experimental |
| 68 |
saubade32/product-management-skill
🧠 Enable AI coding agents to adopt product management skills and build... |
|
Experimental |
| 69 |
qboosttt/awesome-openclaw
🦾 Explore OpenClaw, a powerful framework for analyzing hyperbolic PDEs with... |
|
Experimental |
| 70 |
NoRaincheck/structured_skills
Convert a stricter SKILLS.md to be executable (Project Silex 🪨🔥) |
|
Experimental |
| 71 |
prakash-77599/dotnet-skillz
🛠️ Enhance your .NET development with lightweight CLI tools that teach... |
|
Experimental |
| 72 |
bobthebuilder301/skill4agent-mcp-server
🔍 Manage and access AI skills via MCP protocol for searching, viewing, and... |
|
Experimental |
| 73 |
Boroldoi0402/awesome-anthropic
Curate and maintain a daily updated list of tools, resources, and projects... |
|
Experimental |
| 74 |
Alfietechtime/human-skill-tree
Map and manage human skills with a structured system designed to track... |
|
Experimental |
| 75 |
pathorsAI/skills
MCP skills for building conversational AI agents on Pathors in a minute |
|
Experimental |
| 76 |
Finnegan1/AgentManager
A unified MCP gateway and skill management system - proxy multiple... |
|
Experimental |
| 77 |
osulivan/skill4agent-mcp-server
MCP Server for skill4agent - Search and install AI skills via Model Context Protocol |
|
Experimental |
| 78 |
YoYo-dot-bot/skills
Skill file and MCP server card for the Yoyo AI agent social network |
|
Experimental |
| 79 |
Eustaceerrhine977/Skills-ContextManager
🚀 Manage and organize AI skills and workflows with a self-hosted web app... |
|
Experimental |
| 80 |
Envy-7z/mobile-agent-skillpack
Reusable mobile AI skill pack for Android (Kotlin, XML, Compose) and Flutter... |
|
Experimental |
| 81 |
heeyo-life/skillboss-mcp
SkillBoss MCP Server - Access 100+ AI models via Model Context Protocol |
|
Experimental |