The AI agent ecosystem is moving fast. There are now 69,000+ installable skills and 32,000+ MCP servers — with new ones launching every single day. The opportunity is massive. But so is the noise. That's why we built AgenticSkills.io — a curated directory that brings the best AI agent skills AND MCP servers together in one place.
What Makes AgenticSkills.io Different
We built this directory around one simple idea:
Skills and MCP servers work best when you use them together.
Skills teach your AI agent HOW to do something well. MCP servers give your agent ACCESS to external tools and data. Pair them up, and you get workflows that are genuinely powerful.
That's why AgenticSkills.io is the first directory designed to curate both — and show you how they connect.
We Curate Both Ecosystems
Most people discover skills and MCP servers in completely separate places. We bring them together under one roof — organized, searchable, and rated — so you can find everything you need without jumping between five different sites.
We Focus on Quality
Every listing is manually reviewed. We check whether it works, whether it's maintained, and whether it follows security best practices.
A smaller catalog you can trust beats a massive one you can't.
We Show You What Works Together
Every listing includes a "Works Well With" section. Because knowing that react-best-practices pairs perfectly with the Figma MCP server saves you hours of trial and error.
Our workflow guides go even deeper — complete step-by-step breakdowns of skill + MCP stacks for specific use cases.
Skills + MCP Servers: Better Together
This is the concept that makes the whole ecosystem click.
Say you're a developer building a SaaS product. Here's what a complete "Full-Stack AI Development" setup looks like:
| Layer | Skill | MCP Server | What It Does Together |
|---|---|---|---|
| Frontend | react-best-practices (149K) | — | Production-quality React code |
| Design | frontend-design (83K) | Figma MCP | Figma designs → polished code |
| Database | — | Supabase MCP | Query and manage your database |
| Deployment | — | Cloudflare MCP | Deploy to the edge in one command |
| Monitoring | — | Sentry MCP | Review errors and suggest fixes |
| Quality | tdd + code-review (obra) | GitHub MCP | Write tests AND manage PRs |
Each piece is valuable on its own. Together, they form a complete development environment where your AI agent handles everything from design to deployment.
Browse by Category
We organize the ecosystem into clear categories — each one hand-curated and regularly updated. Here's what we cover:
Development & Code
The largest section of the directory. If you write code with an AI agent, start here.
| Category | Top Skills | Top MCP Servers |
|---|---|---|
| Web & Frontend | react-best-practices (149K), frontend-design (83K) | Figma, 21st.dev |
| Backend & APIs | fastapi, supabase-patterns, auth-patterns | Supabase, Neon, PlanetScale |
| Mobile | react-native (34K), expo-app-design (11K) | — |
| Code Quality | tdd, code-review, debugging (obra) | GitHub, Sentry |
| DevOps & Infra | mcp-builder (11K), agents-sdk | AWS, Cloudflare, Azure |
Security
Trail of Bits published 22 security skills — the largest security-focused collection in the ecosystem. On the MCP side, Snyk, Auth0, and SafeDep provide official servers.
Key skills: static-analysis, variant-analysis, semgrep-rule-creator, differential-review
With 88% of MCP servers requiring credentials, security isn't optional — it's foundational.
Content & Marketing
The surprise breakout category of 2026.
coreyhaines31's marketing suite has been installed over 150,000 times collectively. It covers 23 skills including copywriting (17K installs), marketing-psychology (13K), content-strategy (11K), and seo-audit.
This category proves that skills aren't just for developers. Marketers, founders, and content teams are adopting them fast.
Data & Analytics
| Type | Top Picks |
|---|---|
| Skills | claude-d3js-skill, csv-data-summarizer, jupyter-notebook |
| MCP Servers | Snowflake, BigQuery, MongoDB, PostgreSQL |
| Observability | Datadog, Grafana, Sentry, Arize Phoenix |
Design & Creative
Skills: frontend-design (83K installs), canvas-design, frontend-slides
MCP Servers: Figma (13.2K stars), Blender MCP (17.1K stars), Excalidraw, DaVinci Resolve
The Figma MCP server paired with the frontend-design skill is one of the most powerful combinations in the ecosystem — Claude reads your designs and produces code that doesn't look AI-generated.
Productivity & Collaboration
MCP Servers: Notion, Atlassian (Jira + Confluence), Slack, Linear, Google Workspace
The Notion and Atlassian partner integrations combine skills AND MCP access into a single polished experience — the gold standard for what this ecosystem can deliver.
Finance & Payments
MCP Servers: Stripe (mcp.stripe.com), PayPal, Paddle, AlphaVantage, Ramp, Twelve Data. Stripe's MCP server paired with a finance analysis skill lets your AI agent query real transaction data and produce reports that actually make sense to your CFO.
Infrastructure & Cloud
MCP Servers: AWS (30+ servers, 8.2K stars), Google Cloud (fully managed remote), Azure (47+ services), Cloudflare (13 servers), Vercel, Netlify. This category is dominated by official implementations — which means excellent documentation, proper authentication, and regular updates.
Official Partner Integrations
In December 2025, Anthropic launched partner integrations with eight major companies. These combine skills AND MCP access into a single, polished experience.
| Partner | What It Does | Why It Matters |
|---|---|---|
| Atlassian | Specs → Jira backlogs, status reports, Confluence knowledge | Project management on autopilot |
| Canva | Multi-platform campaigns and on-brand presentations | Design without opening Canva |
| Cloudflare | One-shot deploy AI agents and MCP servers to the edge | Deploy in seconds, not hours |
| Figma | Designs → code AND code → Figma | The design-to-code loop, closed |
| Notion | Read/write — roadmaps, search, update databases | Your AI assistant lives in Notion |
| Stripe | Customer data, payments, business intelligence | Financial insights without SQL |
| Zapier | AI-powered processes across 7,000+ apps | The ultimate automation bridge |
| Vercel | Idea to production — deploy, optimize, review | Ship faster than ever |
These partner integrations are maintained by the companies themselves, use proper OAuth authentication, and receive regular updates. If you're evaluating the ecosystem for a team, start here.
The Ecosystem at a Glance
Here's where things stand in February 2026:
Skills Ecosystem
| Metric | Number |
|---|---|
| Skills on skills.sh | 69,849+ |
| Official Anthropic skills | 16 |
| GitHub stars (anthropics/skills) | 72,000 |
| Supported AI platforms | 18+ |
| Top skill installs (find-skills) | 271,400 |
MCP Ecosystem
| Metric | Number |
|---|---|
| Total servers indexed | 32,177 |
| Monthly SDK downloads | 97 million |
| Official company integrations | 876 |
| MCP clients | 521+ |
| GitHub stars (official repo) | 75,300 |
What These Numbers Tell You
The ecosystem is no longer experimental.
28 of 30 major tech companies ship official MCP servers. 18+ AI agent platforms support the same SKILL.md format. And 97 million monthly SDK downloads means MCP has crossed from developer tool to enterprise infrastructure.
How We Curate
Here's our process:
- Source. We monitor skills.sh, GitHub trending, Smithery, mcp.so, Glama.ai, PulseMCP, MCPHub, and community channels daily for new skills and MCP servers worth listing.
- Verify. Every listing is manually checked. Does it install correctly? Is it actively maintained? Does it do what it claims?
- Rate. We assess quality based on documentation, maintenance status, install count, platform compatibility, and security practices.
- Contextualize. Every listing shows what it pairs well with — which skills complement which MCP servers — so you can build complete workflows.
- Update. We regularly re-check listings and remove ones that are abandoned or broken.
When you're giving an AI agent access to your codebase, your database, or your customer data — knowing you can trust what you're installing makes all the difference.
FAQ
Now It's Your Turn
The AI agent ecosystem is growing every day. New skills and MCP servers are launching constantly — and the best ones can transform how you work. We're here to help you find them.
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