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2025.03.15
ยทWebยทby Anonymous
#Qdrant#Vector Search#API#Notion

Key Points

  • 1A new feature allows sorting servers by 30-day usage to identify popular ones, alongside various API endpoints for Notion MCP Servers.
  • 2The `mcp-server-qdrant` repository is highlighted as a popular and official example for creating an MCP server.
  • 3This repository specifically demonstrates how to build an MCP server for Qdrant, a vector search engine, provided under an Apache 2.0 license.

This document describes a new feature enabling the sorting of servers by their usage over the last 30 days to identify "popular servers," which enhances server management and discovery. The system integrates with Notion, offering various API functionalities for Managed Cloud Platform (MCP) servers. These include API-delete-a-block for write operations, API-retrieve-a-database in both read-only and potentially read/write modes, and API-retrieve-a-page in read-only mode, indicating comprehensive data interaction capabilities with Notion databases and pages.

A prime example of a popular MCP server highlighted is mcp-server-qdrant, which is identified as the official Qdrant server. Qdrant is specified as a vector search engine, implying that the MCP server provides a managed or easily deployable instance of Qdrant. The document outlines that a key component is a repository providing an example of how to construct a custom MCP server specifically for Qdrant. This repository is characterized by its focus on security, adherence to licensing standards, and overall quality. It was last updated a month ago, has garnered significant attention with 1,156 engagements (likely stars or similar metrics), and is distributed under the Apache 2.0 license. The methodology central to this "paper" is the demonstration of creating custom, specialized MCP servers, exemplified by the Qdrant integration, which leverages a vector search engine for efficient data retrieval and similarity search.