Most Popular MCP Servers
The most popular MCP servers are Filesystem MCP, Google Drive MCP, and Context7, ranked by GitHub popularity (stars, forks, and watchers on a log scale so a single mega-repo doesn't dominate).
The most popular Model Context Protocol servers, ranked by a log-scaled blend of GitHub stars, forks, and watchers.
| # | Server | Popularity | Stars | Forks | Last commit | License | Best for |
|---|---|---|---|---|---|---|---|
| 1 | Filesystem MCP Files & Storage | 95 | 87K | 11K | Jun 7, 2026 | MIT | Read and write local files |
| 2 | Google Drive MCP Files & Storage | 95 | 87K | 11K | Jun 7, 2026 | MIT | Search Google Drive |
| 3 | Context7 Developer Tools | 88 | 57.2K | 2.7K | Jun 10, 2026 | MIT | Fetch current library documentation |
| 4 | GitHub MCP Server Developer Tools | 86 | 30.6K | 4.4K | Jun 11, 2026 | MIT | Search and read repository code |
| 5 | Playwright MCP Browser Automation | 85 | 33.8K | 2.8K | Jun 10, 2026 | Apache-2.0 | Automate browser navigation |
| 6 | AWS MCP Servers Cloud & Infrastructure | 75 | 9.3K | 1.6K | Jun 11, 2026 | Apache-2.0 | Query AWS documentation |
| 7 | Firecrawl MCP Web Scraping & Crawling | 71 | 6.5K | 753 | Jun 9, 2026 | MIT | Crawl and scrape websites |
| 8 | Atlassian MCP Productivity & Docs | 70 | 5.4K | 1.2K | Apr 10, 2026 | MIT | Search and update Jira issues |
| 9 | Notion MCP Productivity & Docs | 67 | 4.4K | 576 | May 27, 2026 | MIT | Search Notion workspaces |
| 10 | Exa MCP Search & Retrieval | 66 | 4.6K | 345 | Jun 8, 2026 | MIT | Run real-time web search |
| 11 | Cloudflare MCP Cloud & Infrastructure | 66 | 3.8K | 414 | Jun 8, 2026 | Apache-2.0 | Manage Workers and deployments |
| 12 | Grafana MCP Monitoring & Observability | 66 | 3.1K | 378 | Jun 11, 2026 | Apache-2.0 | Query dashboards and panels |
| 13 | Browserbase MCP Browser Automation | 65 | 3.4K | 358 | May 7, 2026 | Apache-2.0 | Run headless cloud browsers |
| 14 | Supabase MCP Databases | 64 | 2.7K | 365 | Jun 10, 2026 | Apache-2.0 | Run SQL queries safely |
| 15 | Stripe Agent Toolkit Payments | 60 | 1.6K | 277 | Jun 10, 2026 | MIT | Create payment links |
| 16 | Apify Actors MCP Web Scraping & Crawling | 57 | 1.3K | 171 | Jun 11, 2026 | MIT | Run prebuilt web scrapers |
| 17 | Sentry MCP Monitoring & Observability | 53 | 724 | 114 | Jun 11, 2026 | MIT | Investigate production errors |
| 18 | Redis MCP Databases | 50 | 529 | 98 | Jun 8, 2026 | MIT | Read and write Redis keys |
Frequently asked questions
What are the most popular mcp servers?
The most popular Model Context Protocol servers, ranked by a log-scaled blend of GitHub stars, forks, and watchers. The most popular MCP servers are Filesystem MCP, Google Drive MCP, and Context7, ranked by GitHub popularity (stars, forks, and watchers on a log scale so a single mega-repo doesn't dominate).
How is the "Most Popular MCP Servers" ranking calculated?
Servers are ranked by a popularity score that blends GitHub stars, forks, and watchers on a log scale, so a single very large repository does not dominate the entire list.
How often is this ranking updated?
GitHub metrics are refreshed from the public GitHub API and scores are recalculated on each data run; every page shows its last updated date.
Which MCP server is #1 in the most popular mcp servers?
Filesystem MCP currently ranks first. Filesystem MCP is an MCP server that helps AI assistants read, write, and search files in allowed local directories.
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