Memvid

Memvid MCP Server is a streamable HTTP Model Context Protocol (MCP) server that leverages memvid to encode text data into video files, enabling rapid semantic search and retrieval. It supports actions such as adding chunks (segments) of text that are encoded into video, and semantic search to query and retrieve relevant content from the video-based database. This server is intended for developers and teams building applications that require fast, innovative approaches to storing, searching, and retrieving large volumes of text data with multimedia encoding.