# Trending MCP servers > The trending MCP servers are Worldmonitor, Codebase Memory and Dbx, ranked by how fast they are gaining stars; Worldmonitor leads. The list covers 776 MCP servers in the appsgit catalog, one entry per repository. ## Key facts | Fact | Value | |---|---| | Question | Which MCP servers are trending right now? | | Picks | 10 | | Top pick | Worldmonitor (87,920 stars) | | Data as of | Oct 7, 2026 | | Canonical URL | https://appsgit.com/best/trending-mcp-servers | ## Trending now - [Worldmonitor](https://appsgit.com/mcp-servers/worldmonitor) (87,920 stars, AGPL-3.0, TypeScript): ~324 stars/day since launch: Worldmonitor has 87,920 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): ~205 stars/day since launch: Codebase Memory has 45,917 GitHub stars, runs without an API key, is written in C and was last updated in October 2026. - [Dbx](https://appsgit.com/mcp-servers/dbx) (24,945 stars, Apache-2.0, Rust): ~155 stars/day since launch: Dbx has 24,945 GitHub stars, runs without an API key, is written in Rust and was last updated in October 2026. - [Gemini CLI](https://appsgit.com/mcp-servers/gemini-cli) (107,240 stars, Apache-2.0, TypeScript): ~200 stars/day since launch: Gemini CLI has 107,240 GitHub stars, runs without an API key, 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): ~136 stars/day since launch: Chrome DevTools MCP has 53,049 GitHub stars, runs without an API key, is written in TypeScript and was last updated in October 2026. - [REA](https://appsgit.com/mcp-servers/rea) (10,215 stars, MIT, TypeScript): ~58 stars/day since launch: REA has 10,215 GitHub stars, runs without an API key, is written in TypeScript and was last updated in October 2026. - [Claude Flow](https://appsgit.com/mcp-servers/claude-flow) (74,016 stars, MIT, TypeScript): ~151 stars/day since launch: Claude Flow has 74,016 GitHub stars, needs an API key or token, is written in TypeScript and was last updated in October 2026. - [CPU Performance Engineering](https://appsgit.com/mcp-servers/cpu-performance-engineering) (1,054 stars, MIT, Python): ~55 stars/day since launch: CPU Performance Engineering has 1,054 GitHub stars, runs without an API key, is written in Python and was last updated in October 2026. - [Appllama](https://appsgit.com/mcp-servers/appllama) (2,423 stars, MIT): ~44 stars/day since launch: Appllama has 2,423 GitHub stars, is published by the vendor itself, runs without an API key and was last updated in September 2026. - [Browser Use](https://appsgit.com/mcp-servers/browser-use) (117,307 stars, MIT, Python): ~166 stars/day since launch: 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. ## How this list was made - Ranked by average stars per day since the repository was created (a launch-growth proxy), because not enough servers have a week of star history yet. - At most one entry per repository. - 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? 1 of the 10 picks need an API key or token, for example Claude Flow; 9 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 (9 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: Appllama and Browser Use are published by the vendor themselves. ### 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 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) - [What are the best open source AI agents and agent frameworks?](https://appsgit.com/best/open-source-ai-agents) - [What are the best tools to run an LLM locally?](https://appsgit.com/best/local-llm) - [What are the best MCP servers for databases?](https://appsgit.com/best/mcp-servers-for-databases) - [What are the best MCP servers for developer tools?](https://appsgit.com/best/mcp-servers-for-developer-tools) - [What are the best MCP servers for web browsing and scraping?](https://appsgit.com/best/mcp-servers-for-web-browsing-scraping) ## 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/trending-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.