Awesome-MCP-Servers and best-of-mcp-servers
These are **ecosystem siblings** — both are independently maintained curated registries that index and categorize the same underlying MCP server ecosystem, serving the same discovery purpose through different ranking/organization approaches.
About Awesome-MCP-Servers
YuzeHao2023/Awesome-MCP-Servers
A curated list of Model Context Protocol (MCP) servers
Organizes 6,000+ MCP server implementations across 30+ functional categories (databases, cloud platforms, APIs, automation tools) with security guidance and multi-language documentation. The collection spans both official vendor implementations and community-contributed servers, enabling AI clients like Claude Desktop and Cursor to access standardized integrations for file systems, databases, APIs, and external services. Includes reference implementations, management tools, and security best practices for sandboxing MCP servers to mitigate code execution and data exposure risks.
About best-of-mcp-servers
tolkonepiu/best-of-mcp-servers
🏆 A ranked list of MCP servers. Updated weekly.
Ranks 450 Model Context Protocol servers across 34 categories using automated quality scoring based on GitHub metrics and package manager data. Provides visual indicators for project maturity, language implementation, deployment type (cloud/local), and official status to help developers identify the most suitable MCP integrations. Maintains a community-driven curated list updated weekly with contribution workflows via GitHub issues and pull requests.
Related comparisons
Scores updated daily from GitHub, PyPI, and npm data. How scores work