# Best MCP servers > The best MCP servers are Browser Use, Gemini CLI and Worldmonitor, ranked by GitHub stars; Browser Use leads with 117,307 stars and is published by the vendor itself. The list covers 776 MCP servers in the appsgit catalog, one entry per repository. ## Key facts | Fact | Value | |---|---| | Question | What are the best MCP servers? | | Picks | 10 | | Top pick | Browser Use (117,307 stars) | | Data as of | Oct 7, 2026 | | Canonical URL | https://appsgit.com/best/mcp-servers | ## Ranked picks - [Browser Use](https://appsgit.com/mcp-servers/browser-use) (117,307 stars, MIT, Python): Browser Use has 117,307 GitHub stars, is published by the vendor itself, runs without an API key, is written in Python and was last updated in October 2026. - [Gemini CLI](https://appsgit.com/mcp-servers/gemini-cli) (107,240 stars, Apache-2.0, TypeScript): Gemini CLI has 107,240 GitHub stars, runs without an API key, is written in TypeScript and was last updated in October 2026. - [Worldmonitor](https://appsgit.com/mcp-servers/worldmonitor) (87,920 stars, AGPL-3.0, TypeScript): Worldmonitor has 87,920 GitHub stars, runs without an API key, is written in TypeScript and was last updated in October 2026. - [Scrapling MCP Server](https://appsgit.com/mcp-servers/scrapling-mcp-server) (86,017 stars, BSD-3-Clause, Python): Scrapling MCP Server has 86,017 GitHub stars, runs without an API key, is written in Python and was last updated in October 2026. - [Netdata](https://appsgit.com/mcp-servers/netdata) (80,817 stars, GPL-3.0, Go): Netdata has 80,817 GitHub stars, needs an API key or token, is written in Go and was last updated in October 2026. - [Front-End Checklist](https://appsgit.com/mcp-servers/front-end-checklist) (74,390 stars, MIT, MDX): Front-End Checklist has 74,390 GitHub stars, runs without an API key, is written in MDX and was last updated in October 2026. - [Claude Flow](https://appsgit.com/mcp-servers/claude-flow) (74,016 stars, MIT, TypeScript): Claude Flow has 74,016 GitHub stars, needs an API key or token, is written in TypeScript and was last updated in October 2026. - [Context7](https://appsgit.com/mcp-servers/context7) (62,752 stars, MIT, TypeScript): Context7 has 62,752 GitHub stars, needs an API key or token, is written in TypeScript and was last updated in October 2026. - [Chrome DevTools MCP](https://appsgit.com/mcp-servers/chrome-devtools-mcp) (53,049 stars, Apache-2.0, TypeScript): Chrome DevTools MCP has 53,049 GitHub stars, runs without an API key, is written in TypeScript and was last updated in October 2026. - [Codebase Memory](https://appsgit.com/mcp-servers/codebase-memory) (45,917 stars, MIT, C): Codebase Memory has 45,917 GitHub stars, runs without an API key, is written in C and was last updated in October 2026. ## How this list was made - Candidates: all 776 MCP servers on appsgit. - Ranked by GitHub stars, at most one entry per repository so one project cannot fill the list. - The catalog itself only lists MCP servers with a GitHub repository, a recognised open-source license, a commit in the last six months and an install path (a package or a remote URL). ## FAQ ### Do these MCP servers need an API key? 3 of the 10 picks need an API key or token, for example Netdata; 7 run without one. Each page on appsgit lists the environment variables a MCP server expects. ### Which AI clients work with these MCP servers? Claude Code (all), Cursor (all), VS Code (all) and Claude Desktop (8 of 10). The client list comes from each project's published transport and package data; appsgit does not guess it. ### Are any of these MCP servers official? Yes: Browser Use is published by the vendor itself. ### How do I install an MCP server? Local servers run as a command such as npx, uvx or docker run that you add to your client's MCP configuration; remote servers only need their URL. Every server page on appsgit has ready-made snippets for Claude Desktop, Claude Code, Cursor and VS Code. ## Related questions - [What are the best MCP servers for Claude Code?](https://appsgit.com/best/mcp-servers-for-claude-code) - [What are the best MCP servers for Cursor?](https://appsgit.com/best/mcp-servers-for-cursor) - [What are the best MCP servers for VS Code?](https://appsgit.com/best/mcp-servers-for-vs-code) - [What are the best official MCP servers?](https://appsgit.com/best/official-mcp-servers) - [Which MCP servers are trending right now?](https://appsgit.com/best/trending-mcp-servers) - [What are the best Claude Code skills?](https://appsgit.com/best/claude-code-skills) - [What are the best agent skills for OpenAI Codex?](https://appsgit.com/best/skills-for-codex) - [Which agent skills are trending right now?](https://appsgit.com/best/trending-skills) ## See also - [All MCP servers](https://appsgit.com/mcp-servers) - [Trending MCP servers](https://appsgit.com/mcp-servers/trending) - [Official MCP servers](https://appsgit.com/mcp-servers/official) --- Canonical page: https://appsgit.com/best/mcp-servers Source: appsgit (https://appsgit.com), the app store for github. Data from the GitHub API, refreshed nightly. Machine access: JSON API https://appsgit.com/api/v1/apps (OpenAPI: https://appsgit.com/openapi.json), MCP server https://mcp.appsgit.com/mcp, full index https://appsgit.com/llms-full.txt.