Introduction

The Mixedbread MCP Server is the missing link between your AI assistants and your knowledge Stores.

Todays AI agents are powerful, but their built-in search capabilities are weak. Web search and local grep often waste context, take forever, surface irrelevant results and struggle with complex search queries.

The MCP changes that. By connecting your AI directly to our Search API, it improves context usage, retrieval accuracy and reduces latency.

What You Can Do

With the MCP you empower your favorite LLM to:

• Search documents - Find relevant information using natural language queries
• Manage knowledge bases - Create, list, and delete Stores for different projects
• Handle complex queries - Combine multiple search operations for deeper research

Get Started

• Integration Guides - Platform-specific setup for Claude Desktop, Cursor, and more
• Tools Reference - Complete documentation of available commands