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Key Points
- 1New functionality has been introduced, allowing users to sort servers by their usage in the last 30 days to identify the most popular ones.
- 2An official Qdrant repository provides an example of how to create a Most Popular Servers (MCP) server for Qdrant, a vector search engine.
- 3This Apache 2.0 licensed example repository serves as a practical guide for building MCP servers, last updated a month ago.
This document describes a platform or system that has introduced a new functionality allowing users to sort servers based on their usage over the last 30 days to identify "most popular servers." The system interfaces with "MCP Servers" via a set of exposed API endpoints. These APIs include API-delete-a-block for general MCP Server operations, API-retrieve-a-database for both read-only and general MCP Server interactions, and API-retrieve-a-page specifically for Notion ReadOnly MCP Servers, indicating integration with Notion's data structures.
A prominent example of a "Popular MCP server" highlighted is mcp-server-qdrant, which is the official server for Qdrant, a vector search engine. This specific mcp-server-qdrant project is explicitly identified as a repository providing an illustrative example for developers on how to construct a custom MCP server tailored for Qdrant. The project is characterized by its adherence to security, licensing, and quality standards, operating under the Apache 2.0 license. Metadata indicates it was last updated approximately one month prior to this document, with engagement metrics of "2 2 1,156" (likely representing forks, issues, and stars, respectively). The underlying technical methodology for server management revolves around an API-centric approach, enabling programmatic interaction for server discovery, usage tracking, and data manipulation or retrieval from interconnected services like Notion and Qdrant. The core technical contribution of the mcp-server-qdrant repository is the provision of a reference implementation for integrating a vector search engine (Qdrant) within the MCP server framework.