The best MCP servers & Claude Code skills, ranked by data
For MCP servers, no defensible overall usage winner exists. The August 2026 MCP Server Census found no install count for any of 8,433 servers, while stars belong to host repositories rather than measuring server use. The Top 25 is therefore ordered by repository stars; vendor and job lists below compare like-for-like options.
Skills use installs from the skills.sh registry (231M tracked); MCP servers use host-repository stars · refreshed daily, last on October 2026.
Best-of is the curated vendor-and-job index. To inspect all 9,787 catalogued server, use the complete MCP server directory; the Top 25 leaderboard keeps the separate ranking methods visible.
The 10 most-installed agent skills
find-skillsvercel-labs4M installs
grill-memattpocock1M installs
agent-browservercel-labs1M installs
grill-with-docsmattpocock1M installs
hyperframes-cliheygen-com1M installs
hyperframesheygen-com1M installs
improve-codebase-architecturemattpocock1M installs
tddmattpocock1M installs
media-useheygen-com1M installs
reddit-automationflowkit-labs1M installs
Full rankings: Top 25 skills by installs and Top 25 MCP servers by repository stars.
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
Want a job list? The Top 25 skills for developers is the flat ranking; design, marketing and finance have their own shortlists below.
Top skills by 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 25 - skills and marketplaces by installs; MCP servers by host-repository stars; refreshed daily.
- Browse everything: agent skills, MCP server directory, 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?
Agent skills are ordered by installs from the skills.sh registry, then GitHub stars. MCP servers lack comparable install data, so the Top 25 is ordered by host-repository stars. Vendor and job pages compare tools that serve the same integration or task. Paid placement never reorders a list.
What is the best MCP server right now?
No measured overall usage winner exists. Sequential Thinking currently leads the Top 25 when ordered by 90.1k host-repository stars as of October 2026, but repository stars are not MCP server usage. Compare servers for the same vendor or job before choosing one.
What are the best Claude Code skills?
find-skills is the most-installed agent skill right now, with 4M installs from the skills.sh registry as of October 2026. The Top 25 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 installs or repository stars can move without anyone re-curating by hand. Each listing also carries its repository’s last-push date as a freshness signal.