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 | 88.9K | 11.3K | Jul 26, 2026 | MIT | Read and write local files |
| 2 | Google Drive MCP Files & Storage | 95 | 88.9K | 11.3K | Jul 26, 2026 | MIT | Search Google Drive |
| 3 | Context7 Developer Tools | 88 | 59.8K | 2.9K | Jul 25, 2026 | MIT | Fetch current library documentation |
| 4 | GitHub MCP Server Developer Tools | 86 | 31.7K | 4.6K | Jul 24, 2026 | MIT | Search and read repository code |
| 5 | Playwright MCP Browser Automation | 85 | 35.5K | 3K | Jul 25, 2026 | Apache-2.0 | Automate browser navigation |
| 6 | Agent Skills Search Server Search & Retrieval | 82 | 23.5K | 1.6K | Jul 10, 2026 | Apache-2.0 | connecting AI assistants to external tools |
| 7 | AWS MCP Servers Cloud & Infrastructure | 75 | 9.5K | 1.7K | Jul 25, 2026 | Apache-2.0 | Query AWS documentation |
| 8 | MCP Registry Server Developer Tools | 72 | 7.1K | 912 | Jul 25, 2026 | — | connecting AI assistants to external tools |
| 9 | Firecrawl MCP Web Scraping & Crawling | 71 | 7K | 821 | Jul 25, 2026 | MIT | Crawl and scrape websites |
| 10 | strata Developer Tools | 71 | 5.8K | 548 | Jun 1, 2026 | Apache-2.0 | connecting AI assistants to external tools |
| 11 | Atlassian MCP Productivity & Docs | 70 | 5.6K | 1.3K | Jul 25, 2026 | MIT | Search and update Jira issues |
| 12 | Notion MCP Productivity & Docs | 68 | 4.6K | 605 | Jul 25, 2026 | MIT | Search Notion workspaces |
| 13 | Exa MCP Search & Retrieval | 67 | 4.8K | 362 | Jul 24, 2026 | MIT | Run real-time web search |
| 14 | Cloudflare MCP Cloud & Infrastructure | 67 | 4K | 456 | Jul 21, 2026 | Apache-2.0 | Manage Workers and deployments |
| 15 | Grafana MCP Monitoring & Observability | 67 | 3.3K | 408 | Jul 25, 2026 | Apache-2.0 | Query dashboards and panels |
| 16 | Browserbase MCP Browser Automation | 65 | 3.4K | 366 | Jul 20, 2026 | Apache-2.0 | Run headless cloud browsers |
| 17 | Supabase MCP Databases | 64 | 2.8K | 388 | Jul 24, 2026 | Apache-2.0 | Run SQL queries safely |
| 18 | Apify Actors MCP Web Scraping & Crawling | 61 | 2.2K | 201 | Jul 25, 2026 | MIT | Run prebuilt web scrapers |
| 19 | apify-mcp-server Web Scraping & Crawling | 61 | 2.2K | 201 | Jul 25, 2026 | MIT | connecting AI assistants to external tools |
| 20 | Stripe Agent Toolkit Payments | 60 | 1.7K | 314 | Jul 25, 2026 | MIT | Create payment links |
| 21 | Figma MCP Server Developer Tools | 59 | 1.8K | 164 | Jul 21, 2026 | — | connecting AI assistants to external tools |
| 22 | brave Search & Retrieval | 57 | 1.3K | 188 | Jul 25, 2026 | MIT | connecting AI assistants to external tools |
| 23 | BoostedTravel Search & Retrieval | 56 | 1.6K | 95 | Jul 19, 2026 | — | connecting AI assistants to external tools |
| 24 | ArcadeDB MCP Server Databases | 55 | 1K | 124 | Jul 26, 2026 | Apache-2.0 | connecting AI assistants to external tools |
| 25 | ref-tools-ref-tools-mcp Developer Tools | 54 | 1.1K | 67 | Jun 26, 2026 | MIT | connecting AI assistants to external tools |
| 26 | QueryWeaver Databases | 54 | 1.1K | 133 | Jul 21, 2026 | AGPL-3.0 | connecting AI assistants to external tools |
| 27 | atlassian-mcp-server Developer Tools | 54 | 905 | 115 | Jul 8, 2026 | Apache-2.0 | connecting AI assistants to external tools |
| 28 | Sentry MCP Monitoring & Observability | 54 | 792 | 130 | Jul 24, 2026 | MIT | Investigate production errors |
| 29 | ChiR24-unreal_mcp Developer Tools | 53 | 802 | 150 | Jul 25, 2026 | MIT | connecting AI assistants to external tools |
| 30 | gk-cli Files & Storage | 52 | 440 | 342 | Jul 23, 2026 | — | connecting AI assistants to external tools |
| 31 | Redis MCP Databases | 50 | 554 | 105 | Jul 17, 2026 | MIT | Read and write Redis keys |
| 32 | hustcc-mcp-mermaid Developer Tools | 49 | 614 | 55 | May 15, 2026 | MIT | connecting AI assistants to external tools |
| 33 | docfork-mcp Developer Tools | 47 | 489 | 36 | Jun 13, 2026 | MIT | connecting AI assistants to external tools |
| 34 | docfork-mcp Developer Tools | 47 | 489 | 36 | Jun 13, 2026 | MIT | connecting AI assistants to external tools |
| 35 | Anki MCP Server Productivity & Docs | 45 | 401 | 26 | Jul 22, 2026 | MIT | connecting AI assistants to external tools |
| 36 | packmind Developer Tools | 42 | 302 | 15 | Jul 24, 2026 | Apache-2.0 | connecting AI assistants to external tools |
| 37 | zwldarren-akshare-one-mcp Developer Tools | 41 | 214 | 47 | Mar 14, 2026 | MIT | connecting AI assistants to external tools |
| 38 | Auth0 MCP Server Monitoring & Observability | 40 | 112 | 45 | Jul 24, 2026 | MIT | connecting AI assistants to external tools |
| 39 | jjlabsio-korea-stock-mcp Search & Retrieval | 39 | 167 | 38 | Jul 23, 2026 | ISC | connecting AI assistants to external tools |
| 40 | hypertool-mcp Developer Tools | 37 | 155 | 18 | Oct 21, 2025 | — | connecting AI assistants to external tools |
| 41 | adeu Developer Tools | 37 | 131 | 18 | Jul 25, 2026 | MIT | connecting AI assistants to external tools |
| 42 | oxylabs-oxylabs-mcp Web Scraping & Crawling | 37 | 101 | 26 | Jun 8, 2026 | MIT | connecting AI assistants to external tools |
| 43 | pinkpixel-dev-web-scout-mcp Web Scraping & Crawling | 36 | 131 | 16 | Jul 21, 2026 | Apache-2.0 | connecting AI assistants to external tools |
| 44 | apple-rag-mcp Search & Retrieval | 36 | 116 | 10 | Jul 26, 2026 | MIT | connecting AI assistants to external tools |
| 45 | docs-mcp Developer Tools | 36 | 112 | 13 | Jul 25, 2026 | — | connecting AI assistants to external tools |
| 46 | infranodus-mcp-server-infranodus Developer Tools | 35 | 94 | 28 | Jun 15, 2026 | MIT | connecting AI assistants to external tools |
| 47 | ScrapeGraphAI-scrapegraph-mcp Web Scraping & Crawling | 35 | 90 | 26 | Jul 17, 2026 | MIT | connecting AI assistants to external tools |
| 48 | Glean Remote MCP Server Developer Tools | 33 | 164 | 1 | Apr 17, 2026 | MIT | connecting AI assistants to external tools |
| 49 | IlyaGusev-academia_mcp Search & Retrieval | 33 | 90 | 6 | Jan 25, 2026 | Apache-2.0 | connecting AI assistants to external tools |
| 50 | yuna0x0-anilist-mcp Search & Retrieval | 33 | 83 | 15 | Jul 13, 2026 | MIT | connecting AI assistants to external tools |
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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