Agent Skills Market Showdown: In‑Depth Comparison of ClawHub, SkillHub, and SkillsMP
The article analyzes the rapidly emerging Agent Skills ecosystem, comparing ClawHub, SkillHub, and SkillsMP across platform positioning, security, user experience, and developer friendliness, and offers a decision tree and usage recommendations for developers, enterprises, and individual users.
Introduction: The "App Store" Era for AI Agents
2025 marked the conceptual year for AI Agents, and 2026 is poised to be the breakout year for Agent Skills—modular capability packages defined by the SKILL.md standard that turn AI from a conversational tool into an execution engine.
Three Major Skill Marketplaces Overview
ClawHub : Over 19,000 skills, global developer audience, core advantages include versioned management and being the ecosystem origin.
SkillHub (Tencent): More than 13,000 skills, primarily Chinese users, advantages are domestic acceleration and Chinese‑language optimization.
SkillsMP : Over 425,000 skills, multi‑platform user base, strengths are massive scale and intelligent search.
ClawHub – The Ecosystem Origin
Positioning : One of the earliest Agent Skills markets, created by Peter Steinberger, described as the "skill dock" for AI Agents.
Core Features
Versioned management similar to npm (supports version numbers, changelogs, rollbacks)
Vector‑based skill retrieval for precise discovery
Open ecosystem with barrier‑free publishing
Multi‑platform compatibility (OpenClaw, Claude Code, OpenAI Codex, etc.)
Installation
# OpenClaw user
npx clawhub@latest install sonoscli
# Claude Code user
# Copy skill to ~/.claude/skills/ directoryTop 5 Popular Skills
gog – 100K downloads – Google Workspace CLI (Gmail, Drive, Docs)
Tavily Web search – 160K downloads – AI‑optimized real‑time web search
summarize – 120K downloads – One‑click summarization of webpages, PDFs, audio, YouTube
github – 90K downloads – GitHub CLI integration (issues, PRs, CI)
Find Skills – 150K downloads – Helps users discover and install agent skills
Target Audience
Early adopters seeking the latest skills
Teams that need version control for skill development
Developers who want to publish their own skills
SkillHub – The Best Choice for Chinese Users
Positioning : A China‑focused Agent Skills community launched in March 2026, mirroring 13,000+ skills from ClawHub and addressing three major pain points for domestic users.
Core Pain Points Solved
Slow network downloads : Domestic high‑speed mirrors boost installation speed by more than tenfold.
Poor search experience : Chinese UI, intelligent categorization, curated rankings.
Lack of Chinese community : Deep localization and compliance with domestic usage habits.
Core Features
Officially curated Top 50 high‑quality skills
Security audit for every skill to reduce supply‑chain risk
One‑click accelerated installation without VPN
Full‑scenario coverage (office collaboration, development tools, multimedia, knowledge management)
Top 6 Skill Types (selected from the homepage)
Chinese applications : WeChat/DingTalk integrations – localized adaptation
Development tools : GitHub CLI – 59K downloads
Multimedia : Video processing tools – 27K downloads
Knowledge management : Notion/Feishu integration – 91K downloads
Office collaboration : Enterprise WeChat/DingTalk – 75K downloads
Search research : Tavily/Brave – 72K downloads
Target Audience
Domestic AI coding‑tool users
Enterprises with security and compliance requirements
Chinese‑speaking users who want quick onboarding
SkillsMP – The Largest Skill Directory
Positioning : The biggest Agent Skills catalog, hosting more than 425,000 skills, acting as a "skill search engine" to help users find needed tools among a sea of offerings.
Core Features
Semantic‑understanding‑based intelligent search (not just keyword matching)
Fine‑grained category filtering by development domain, usage scenario, and tool type
Quality metrics displayed (download count, rating, maintenance status)
One‑click import to local environments after discovery
Top 5 Popular Skills
acp-router – language‑request routing for Pi, Claude, Codex, OpenCode, Gemini CLI
diffs – Generates real, shareable diff content with viewer URLs or file artifacts
feishu-doc – Read/write operations for Feishu documents
prose – OpenProve VM skill package for activating multi‑agent workflows
apple-notes – Manage Apple memos via macOS command‑line tool (create, view, edit, delete, search, export)
Target Audience
Professional developers needing domain‑specific skills
Explorers searching for scarce or niche skills
Power users who operate multiple agents (Claude Code, Codex, ChatGPT)
Side‑by‑Side Comparison
1. Positioning & Strategy
ClawHub : Skill publishing platform, open ecosystem, version management.
SkillHub : China‑mirror site, local optimization, security compliance.
SkillsMP : Skill search engine, aggregated index, intelligent discovery.
2. Skill Quality & Security
Security audit : Community‑driven (ClawHub), official review (SkillHub), metadata display (SkillsMP).
Quality control : Open upload (ClawHub), curated recommendations (SkillHub), transparent metrics (SkillsMP).
Malware detection : Post‑processing (ClawHub), pre‑scan (SkillHub), source‑dependency tracing (SkillsMP).
3. User Experience
Interface language : English (ClawHub), Chinese (SkillHub), bilingual (SkillsMP).
Download speed : Network‑dependent (ClawHub), domestic acceleration (SkillHub), redirects to source sites (SkillsMP).
Discovery experience : Search + category (ClawHub), ranking + category (SkillHub), intelligent search (SkillsMP).
4. Developer Friendliness
Skill publishing : ✅ Supported (ClawHub), ❌ Mirror‑only (SkillHub), ❌ Aggregated‑only (SkillsMP).
Version management : ✅ Full (ClawHub), ✅ Mirror sync (SkillHub), ✅ Metadata (SkillsMP).
API support : ✅ CLI (ClawHub), ❌ (SkillHub), ❌ (SkillsMP).
Security Tip: Skills are executable code with the same permissions as the AI Agent; they can access the file system, read environment variables, and run shell commands. Test unknown skills in a sandbox.
How to Choose the Right Platform?
Decision Tree
Are you a Chinese user?
├── Yes → Need to publish skills?
│ ├── Yes → ClawHub (publish) + SkillHub (download)
│ └── No → SkillHub (one‑click install, secure)
└── No → Need domain‑specific skills?
├── Yes → SkillsMP (intelligent search)
└── No → ClawHub (ecosystem origin)Recommended Combinations
Domestic individual developers : Primarily use SkillHub for fast discovery and installation.
Domestic enterprise teams : Combine SkillHub with internal review processes for security compliance.
Overseas users : Use ClawHub for publishing and SkillsMP for discovery.
Skill creators : Publish on ClawHub; all three platforms can index the skill.
Six Major Application Domains of Agent Skills
Office collaboration & API integration (35%): e.g., gog, github, notion, slack.
Search research & content extraction (20%): e.g., tavily‑search, summarize, youtube‑watcher.
Agent optimization & self‑evolution (15%): e.g., self‑improving‑agent, ontology, free‑ride.
Development & deployment (15%): e.g., frontend‑design, debug‑pro, docker‑essentials.
Multimedia & creative production (10%): e.g., nano‑banana‑pro, video‑frames, imagemagick.
Vertical scenario applications (5%): e.g., weather, sonoscli, polymarket.
Future Outlook: Will Skills Eat SaaS?
Skills are reshaping software interaction: instead of opening an app and navigating menus, users simply tell an AI what they need, and the appropriate skill is invoked automatically.
Business models shift from subscription‑based SaaS to per‑call or even free usage of skills, turning software into modular, atomic capabilities.
Future SaaS may act more like infrastructure providers offering APIs, while skill developers package those APIs into user‑friendly interactions.
Conclusion
The Agent Skills ecosystem is in an explosive growth phase. Each platform plays to its strengths:
ClawHub – the ecosystem origin, ideal for publishing and version control.
SkillHub – the best choice for Chinese users, offering speed, security, and compliance.
SkillsMP – the largest directory, perfect for discovering rare or niche skills.
Choosing a platform is less important than starting to use Agent Skills, just as smartphones transformed daily life, Agent Skills are set to transform AI collaboration.
Signed-in readers can open the original source through BestHub's protected redirect.
This article has been distilled and summarized from source material, then republished for learning and reference. If you believe it infringes your rights, please contactand we will review it promptly.
DeepNoMind
I’m Yu Fan, a tech leader with deep technical expertise and managerial vision. Formerly at Motorola, now at Mavenir, I’ve led teams for years, focusing on backend architecture and cloud-native solutions, staying abreast of AI and other frontier fields, and championing personal growth and lifelong learning.
How this landed with the community
Was this worth your time?
0 Comments
Thoughtful readers leave field notes, pushback, and hard-won operational detail here.
