The enterprise-ready alternative with built-in search

Onyx connects AI to your company's knowledge with 40+ native connectors, automated syncing, and permission-aware search. Not just file uploads. Enterprise search and chat in one platform.

Feature

Onyx

LibreChat

Integrated Company Knowledge

+33 more

40+ indexed enterprise connectors

SharePoint file picker only

Permission syncing from source systems

Yes

No

Self-hosted & open-source

Yes

Yes

Multi-model support

100+ via LiteLLM

Most providers natively

MCP server & agent framework

Yes

Yes

Pricing Comparison

Onyx

$20/user/month

LibreChat

Free (MIT). No official paid tier.

14-day free trial. No credit card required. No minimum seats. No minimum contract.

Free to self-host. No managed cloud. You pay for your own LLM API keys.

Detailed Comparison

Click each section to expand the full comparison.

Onyx

Onyx continuously crawls and indexes data from 40+ enterprise tools: Slack, Google Drive, Confluence, Jira, GitHub, Salesforce, and more. Your AI always has up-to-date company knowledge without anyone manually uploading files. Permission syncing ensures users only see what they have access to.

LibreChat

LibreChat's RAG is powered by LangChain + PGVector and operates exclusively on uploaded files. Users must manually upload documents for the AI to reference. The SharePoint/OneDrive integration is a file picker (read-only, manual selection), not an automated sync. There are no native connectors for Slack, Google Drive, Confluence, Jira, or other enterprise tools.

Which is Right for You?

Onyx is best for

  • Teams that need AI connected to their company's knowledge across multiple tools

  • Organizations requiring enterprise search with permission-aware access control

  • Companies that need compliance (SOC 2, GDPR) and enterprise support

  • Teams that have outgrown file-upload RAG and need automated knowledge management

LibreChat is best for

  • Developers wanting the best multi-model chat interface in open source

  • Teams that need multi-language code interpreter (Python, Go, Rust, etc.)

  • Users who want MCP-based agents without enterprise search requirements

  • Small teams comfortable with YAML configuration and DIY enterprise integration

Frequently Asked Questions

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Try Onyx Cloud

Secure

Enterprise-grade security and compliance. Flexible and secure deployment options.

Open-Source

Deep customizability optimized for your use case, supported by a large Open-Source community.

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