Introduction
Overview
The Mixedbread MCP (Model Context Protocol) server is a TypeScript-based implementation that exposes powerful vector store capabilities to AI assistants like Claude Desktop. Built on top of the Mixedbread SDK, it provides a standardized interface for searching, managing, and interacting with vector stores directly from MCP-compatible clients.
New to vector stores? Check out our core concepts documentation to understand how vector search powers semantic understanding.
What is MCP?
The Model Context Protocol (MCP) is an open standard that enables AI assistants to access external tools and data sources in a secure, controlled manner. MCP servers expose specific capabilities through well-defined tools that AI assistants can invoke during conversations.
Quick Start
- Install the package globally:
- Get API Key: Sign up at Mixedbread Platform
- Configure: Add to Claude Desktop settings
- Use: Start chatting with your vector stores!
Example Usage
Once configured, interact naturally with Claude:
Last updated: July 5, 2025