Connect your knowledge,
everywhere it lives

BeforeQuery crawls your Mintlify docs site, keeps it in sync, and answers user questions with citations.

Crawl, sync, and embed AI chat on any Docusaurus v2 or v3 documentation site.

Index your GitBook spaces and let users ask questions with full citations back to source pages.

Crawl your ReadMe docs hub and let developers ask questions with cited answers from your reference material.

Index your VitePress documentation and add instant AI answers on top of your existing site.

Crawl your MkDocs documentation site and surface AI chat with citations from your own content.

Add AI chat to Sphinx documentation sites — including Python project docs and Read the Docs-hosted content.

The BeforeQuery Slack bot answers questions in channels, DMs, and threads — with source citations from your knowledge base.

Add the BeforeQuery bot to your Discord server to answer community questions with cited replies from your docs.

Deploy the BeforeQuery Teams bot across your organization with SSO and enterprise-grade access controls.

Connect a GitHub repository to index README files, docs directories, and markdown content. Auto-syncs via X-Hub-Signature-256 webhooks.

Index markdown content from GitLab repositories — including self-hosted instances — with automatic re-sync on every push.

Connect Notion pages, databases, and wikis so your team can ask questions and get AI answers with citations from your internal knowledge.

Index Confluence Cloud or Data Center spaces and let your team ask questions with answers grounded in your own wiki content.

Connect Google Drive to index Google Docs, text-rich Sheets, and folder collections into your BeforeQuery knowledge base.

Index SharePoint sites, document libraries, and pages from Microsoft 365 or on-premises deployments.

Auto-draft Zendesk ticket replies, deflect repetitive tickets, and surface knowledge base answers in the agent view.

Surface AI reply drafts and automate ticket deflection in Freshdesk with BeforeQuery's confidence-gated automation.

Add AI-assisted reply drafting and knowledge retrieval to Front shared inboxes.

Speed up ITSM workflows with AI-drafted replies and knowledge retrieval in Jira Service Management.

Connect BeforeQuery to Linear to surface relevant knowledge base content and speed up issue resolution.

Surface AI copilot drafts and knowledge base answers in Salesforce Service Cloud case views.

Index your Shopify product catalog and let shoppers ask product questions — answered by AI with citations from your own product content.

The BeforeQuery web widget embeds in any HTML page. One script tag, full style customization, mobile-ready, WCAG AA accessible.

Install @beforequery/react for a <BeforeQueryChat /> drop-in or the useBeforeQueryChat headless hook for a fully custom UI.

@beforequery/sdk works in Vue, Svelte, React Native, vanilla JS, and Node.js — a single API for search and chat.

A per-project MCP server at api.beforequery.com/mcp/projects/:projectId lets any MCP-aware AI tool query your knowledge base as structured tools.

@beforequery/agents is an open-source TypeScript SDK for building multi-agent workflows with built-in MCP and A2A clients.