Overview

Mixedbread DocumentationLink to section

Mixedbread Search is an API for integrating fast, multimodal search into your applications, agents, and AI systems. Upload your data in any format and instantly make it searchable with natural language queries.

Mixedbread SearchLink to section

Stores are the core resources in Mixedbread Search. They are managed search indexes that transform your unstructured data into a searchable knowledge base accessible via API.

Get StartedLink to section

• Quickstart - Create your first Store and start searching
• Stores Overview - Learn how Stores work and what makes them unique

Agent SkillsLink to section

Installable skills for coding agents that use Mixedbread. They reduce repeated prompt setup, cut down on product-specific guesswork, and point agents to the right workflows and docs faster.

npx skills add mixedbread-ai/skills

Available through skills.sh for Claude Code, Cursor, Codex, Gemini CLI, and other supported tools.

• Overview - What the package includes and how to install it
• Browse the package on skills.sh

CLILink to section

We built our CLI to streamline Store operations for developers. Handle bulk file uploads, sync entire directories, and integrate Store capabilities into your CI/CD pipelines - all from terminal.

• Introduction - Get to know our CLI and its capabilities
• Installation & Setup - Setup the CLI in your terminal

MCP (Model Context Protocol)Link to section

Our MCP Server bridges the gap between AI assistants and your Stores. Enable Claude Desktop, Cursor, Claude Code and other AI assistants to directly search and retrieve context from your knowledge bases during conversations.

• Introduction - Understand how our MCP Server enhances your AI workflows
• Integration Guides - Connect your AI assistant to the MCP Server

CommunityLink to section

Get help and connect with other developers building with Mixedbread.
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