# Best of MCP Servers — 450 Ranked MCP Servers > A weekly-updated ranked directory of 450 MCP servers across 34 categories with quality scores based on GitHub stars, contributors, and activity. Find the best MCP server for any use case. ## Install Paste the prompt below into your AI tool: ## Quick Use 1. Browse the full ranked list: [github.com/tolkonepiu/best-of-mcp-servers](https://github.com/tolkonepiu/best-of-mcp-servers) 2. Find your category (34 available — databases, browser automation, developer tools, etc.) 3. Compare servers by quality score (🥇🥈🥉 rankings) 4. Click through to install your chosen MCP server Or ask your AI assistant: ``` Find the best MCP server for [your use case] from the best-of-mcp-servers list ``` --- ## Intro Best of MCP Servers is the most comprehensive ranked directory of Model Context Protocol servers, featuring 450 MCP servers across 34 categories with a combined 920,000+ GitHub stars. Updated weekly, each server receives a quality score calculated from GitHub stars, contributor count, fork count, issue activity, last update date, and download metrics. Instead of manually evaluating hundreds of MCP servers, use this ranked list to find the best server for any use case — from databases and browser automation to cloud platforms and AI coding agents. Best for: developers choosing which MCP servers to install for their AI workflow. Works with: any MCP-compatible tool (Claude Code, Cursor, Copilot, VS Code, etc.). Updated: weekly with automated quality scoring. --- ## Best of MCP Servers — Category Overview ### Top Categories by Project Count | Category | Projects | Description | |----------|----------|-------------| | **Developer Tools** | 72 | Code analysis, debugging, testing, CI/CD | | **Databases** | 50 | PostgreSQL, MySQL, MongoDB, Redis, vector DBs | | **Search & Data Extraction** | 36 | Web scraping, search engines, data APIs | | **Cloud Platforms** | 28 | AWS, GCP, Azure, Cloudflare integrations | | **Communication** | 24 | Slack, Discord, email, messaging | | **Browser Automation** | 20 | Puppeteer, Playwright, Chrome DevTools | | **Coding Agents** | 18 | AI coding assistants and agent frameworks | | **Finance & Fintech** | 15 | Trading, payments, accounting | ### How Quality Scores Work Every project receives a combined quality score based on: - **GitHub stars** — Community validation - **Contributors** — Development activity breadth - **Forks** — Adoption and customization - **Issues** — Community engagement - **Last update** — Maintenance status - **Downloads** — Real-world usage - **Dependent projects** — Ecosystem integration Rankings are indicated by medals: - 🥇 Gold — Top tier quality - 🥈 Silver — High quality - 🥉 Bronze — Good quality ### Status Indicators | Icon | Meaning | |------|---------| | 📈 | Trending — rapid growth | | 🆕 | New — recently added | | 💤 | Inactive — no recent updates | | ⚠️ | Warning — potential issues | ### How to Use This List 1. **Find your category** — Browse 34 categories or search by keyword 2. **Compare quality scores** — Higher score = better maintained, more popular 3. **Check status indicators** — Prefer 📈 trending or recently updated servers 4. **Read project descriptions** — Each entry includes a one-line description 5. **Install** — Follow the project's installation guide to add to your `.mcp.json` ### FAQ **Q: What is Best of MCP Servers?** A: A weekly-updated ranked directory of 450 Model Context Protocol servers across 34 categories, scored by GitHub metrics including stars, contributors, and activity. **Q: How often is it updated?** A: Weekly. Quality scores are recalculated automatically from the latest GitHub and package manager data. **Q: How do I install an MCP server from this list?** A: Click on any server in the list to go to its GitHub page, then follow its installation instructions — typically adding a JSON config to your `.mcp.json` file. --- ## Source & Thanks > Maintained by [tolkonepiu](https://github.com/tolkonepiu). Licensed under CC-BY-SA-4.0. > > [best-of-mcp-servers](https://github.com/tolkonepiu/best-of-mcp-servers) — 450 servers ranked Thank you to tolkonepiu for maintaining this essential directory of the MCP ecosystem. --- ## 快速使用 1. 浏览完整排名列表：[github.com/tolkonepiu/best-of-mcp-servers](https://github.com/tolkonepiu/best-of-mcp-servers) 2. 找到你的分类（34 个类别——数据库、浏览器自动化、开发者工具等） 3. 按质量评分比较服务器（🥇🥈🥉 排名） 4. 点击进入选定的 MCP 服务器进行安装 或者让你的 AI 助手帮忙： ``` 从 best-of-mcp-servers 列表中找到最适合 [你的使用场景] 的 MCP 服务器 ``` --- ## 简介 Best of MCP Servers 是最全面的 MCP 服务器排名目录，收录了 34 个类别中的 450 个 MCP 服务器，合计 920,000+ GitHub Star。每周更新，每个服务器根据 GitHub Star、贡献者数量、Fork 数、Issue 活跃度、更新时间和下载量计算质量评分。无需手动评估数百个 MCP 服务器，用这个排名列表快速找到适合任何场景的最佳服务器。 适合人群：需要为 AI 工作流选择 MCP 服务器的开发者。 兼容工具：所有支持 MCP 的工具（Claude Code、Cursor、Copilot、VS Code 等）。 更新频率：每周自动更新质量评分。 --- ## 分类概览 - **开发者工具**（72 个）：代码分析、调试、测试、CI/CD - **数据库**（50 个）：PostgreSQL、MySQL、MongoDB、Redis、向量数据库 - **搜索与数据提取**（36 个）：网页抓取、搜索引擎、数据 API - **云平台**（28 个）：AWS、GCP、Azure、Cloudflare - **通信**（24 个）：Slack、Discord、邮件 - **浏览器自动化**（20 个）：Puppeteer、Playwright、Chrome DevTools - 还有 28 个更多类别... ### FAQ **Q: Best of MCP Servers 是什么？** A: 每周更新的 450 个 MCP 服务器排名目录，按 GitHub 指标自动评分。 **Q: 多久更新一次？** A: 每周自动更新质量评分。 --- ## 来源与感谢 > Maintained by [tolkonepiu](https://github.com/tolkonepiu). Licensed under CC-BY-SA-4.0. > > [best-of-mcp-servers](https://github.com/tolkonepiu/best-of-mcp-servers) — 450 servers ranked --- Source: https://tokrepo.com/en/workflows/6d303005-9343-4290-a1f7-0b37ba4de4ad Author: TokRepo精选