The best MCP servers & Claude Code skills, ranked by data
One ranked list per intent: 80,419 agent skills, MCP (Model Context Protocol) servers, plugins and marketplaces, ranked by 148M real installs from the skills.sh registry plus GitHub stars - never by paid placement. Works with Claude Code, Cursor, Codex and any MCP client. Think awesome-mcp-servers, but ranked by data.
Ranked by Skillselion · adoption from the skills.sh registry & GitHub · refreshed daily, last on July 2026.
Want one flat list? The Top 100 leaderboard ranks everything by installs.
The 10 most-installed agent skills
find-skillsvercel-labs3M installs
frontend-designanthropics708k installs
grill-memattpocock669k installs
agent-browservercel-labs582k installs
vercel-react-best-practicesvercel-labs582k installs
grill-with-docsmattpocock567k installs
improve-codebase-architecturemattpocock550k installs
tddmattpocock529k installs
web-design-guidelinesvercel-labs492k installs
microsoft-foundrymicrosoft483k installs
Full rankings: the Top 100 skills and the Top 25 MCP servers.
Best MCP servers by vendor & integration
Connecting your agent to one specific product? Each page ranks every “genuinely-for-this-vendor” MCP server - with the vendor's official server always included and marked OFFICIAL - and ends with a hand-written verdict.
- Best Google MCP servers
- Best AWS MCP servers
- Best YouTube MCP servers
- Best Postgres MCP servers
- Best Obsidian MCP servers
- Best Stripe MCP servers
- Best Docker MCP servers
- Best Gmail MCP servers
- Best Azure MCP servers
- Best Slack MCP servers
- Best MySQL MCP servers
- Best Kubernetes MCP servers
- Best Shopify MCP servers
- Best WhatsApp MCP servers
- Best Telegram MCP servers
- Best Chrome MCP servers
- Best Figma MCP servers
- Best Jira MCP servers
- Best GitHub MCP servers
- Best Notion MCP servers
- Best Salesforce MCP servers
Best tools for the job in front of you
Ranked within one problem area each - security, testing, frontend design - so a tool only competes against tools that do the same job.
Best skills by job
Best MCP servers by job
Best plugins by job
Best marketplaces by job
- Best marketplaces for AI & Agents
- Best marketplaces for Automation
- Best marketplaces for Backend & Data
- Best marketplaces for Dev Tools
- Best marketplaces for Docs & Planning
- Best marketplaces for Frontend & Design
- Best marketplaces for Monitoring & Cloud
- Best marketplaces for Security
- Best marketplaces for Testing & Review
Every ranking in one place
- The Skillselion Top 100 - skills, MCP servers and marketplaces ranked by real installs, refreshed daily.
- Browse everything: agent skills, MCP servers, marketplaces.
- The State of AI Agent Skills 2026 - the ecosystem in numbers, free to cite.
Shortlists by stage of the build
Prefer slicing by where you are between first idea and production? The same catalog, ranked within each stage.
- Best marketplaces for Build
- Best marketplaces for Grow
- Best marketplaces for Idea
- Best marketplaces for Launch
- Best marketplaces for Operate
- Best marketplaces for Ship
- Best marketplaces for Validate
- Best MCP servers for Build
- Best MCP servers for Grow
- Best MCP servers for Idea
- Best MCP servers for Launch
- Best MCP servers for Operate
- Best MCP servers for Ship
- Best MCP servers for Validate
- Best plugins for Build
- Best plugins for Grow
- Best plugins for Idea
- Best plugins for Launch
- Best plugins for Operate
- Best plugins for Ship
- Best plugins for Validate
- Best skills for Build
- Best skills for Grow
- Best skills for Idea
- Best skills for Launch
- Best skills for Operate
- Best skills for Ship
- Best skills for Validate
Common questions
How are the "best" tools chosen?
Each ranked list orders the Skillselion catalog by real adoption - installs from the skills.sh registry first, then GitHub stars. There is no paid placement in the ranking: sponsored slots, when present, are labelled separately and never reorder the list.
What is the best MCP server right now?
Labelhead Artist Momentum leads the MCP rankings with 74.8k GitHub stars as of July 2026. Most MCP servers do not report installs yet, so they rank by stars - and every vendor page force-includes the vendor's official server, marked OFFICIAL. See the Top 25 MCP servers on the leaderboard.
What are the best Claude Code skills?
find-skills is the most-installed agent skill right now, with 3M installs from the skills.sh registry as of July 2026. The Top 100 skills are ranked by real installs on the leaderboard, and the job-based lists below rank skills within one problem area each.
How are the shortlists grouped?
By the integration you are connecting - GitHub, Notion, Postgres, and 18 more vendor pages - and by the job in front of you, like security, testing or frontend design. Tools compete only against tools that do the same job, so every #1 is a like-for-like winner.
Are these tools free?
The listings are open-source agent skills, MCP servers, plugins and marketplaces - effectively free MCP servers and skills you install with a single command. Skillselion is an independent directory, not the vendor; pricing, when a tool has any, lives on the tool itself.
How often are the rankings updated?
Rankings regenerate daily from the live catalog, so a tool that gains adoption climbs without anyone re-curating by hand. Each listing also carries its repository’s last-push date as a freshness signal.