AI agents and tools need to reference your enterprise content to be impactful. As partners continue to add support for more connectors and integrations, faster than ever, AI providers are integrating with Box in increasingly different ways. This document provides an overview of common types of AI integrations, clarifies how they work, explains associated impacts on security, governance, and cost of using Box.
IMPORTANT: These integrations are usually developed by our partners using Box public APIs. In such cases, Box does not always have the knowledge on how these integrations were built or how they operate.
Common types of AI integrations
The table contains basic information on types of AI integrations. See more details in respective sections.
| AI Search Integration | AI Indexing Integration | Box MCP Server Integration | |
| Description | A third party AI agent searches the user’s Box data in real time | The user’s Box content is indexed, copied, stored, and updated inside the third party AI agent’s environment | A third party AI agent with an MCP client interacts with the Box MCP server using specific tools exposed by Box |
| Security |
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|
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| Cost | Low | High | Low |
AI Search Integration
A third party AI agent searches the user’s Box data in real time, calling Box APIs whenever the user makes a relevant query.
Security
User files and data stay inside Box unless explicitly returned in a query. Users can only access content they have permission to access in Box. Permissions are checked in real-time.
Cost
Typically lower costs because API calls only occur at the time of each relevant user query. User queries translate into API calls, which are typically billed against the API call limits and/or AI units allotted within their existing Box plan.
AI Indexing Integration
The entirety (or a significant portion) of the user’s Box content is indexed, copied, stored, and continuously updated inside the third party AI agent’s environment.
Security
User files and data are copied and stored in an external environment, which must be separately secured and governed by the third party. Many indexing connectors have checks in place to ensure users can only interact with the content they have permission to access in Box. However, those permission checks are managed by the third party in their environment and can be out of sync with Box. Important Review the third party documentation for the integration to ensure it meets your organization’s security requirements.
Cost
Typically higher costs because the provider makes bulk API calls to copy and store all of the user’s files and recurring API calls to keep that index updated. This can result in an enterprise unexpectedly exceeding the API limits allotted to their existing Box plan. User queries are then answered using the pre-built index of content that the third-party agent has copied and stored.
Box MCP Server Integration
A third party AI agent with an MCP client interacts with the Box MCP server using specific tools exposed by Box. The server calls Box APIs whenever the user makes a relevant query.
Security
User files and data stay inside Box unless explicitly returned in a query. Users can only access content they have permission to access in Box. Permissions are checked in real-time. This integration uses API calls to establish the connection between the third party MCP client and the Box MCP server, which are also typically billed against the API call limits allotted with their existing Box plan.
Cost
Typically lower costs because API calls only occur at the time of each relevant user query. If the integration below has a registered MCP partner app linked in the table, all API calls associated with the integration are non-chargeable. Separately monetized Box capabilities invoked through the MCP, such as Q&A, Box Extract, or Doc Gen remain subject to standard pricing, entitlements, and usage limits.
Existing AI integrations
This list does not capture all AI integrations with Box and is subject to updates as new integrations are built and released.
AI Search Integration |
AI Indexing Integration |
Box MCP Server Integration |
Links | |
Alphasense |
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Yes |
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| Amazon Quick Knowledge Base |
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Yes |
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| Amazon Quick Suite |
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Yes |
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| Atlassian Rovo Connector |
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Yes |
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| Atlassian Rovo & Jira Assign to Agents |
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Yes |
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| ChatGPT & Codex plugin |
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Yes |
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| Claude (Claude Cowork, Claude Code and Claude chat) |
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Yes |
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| Claude Messages API |
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Yes |
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| Cursor |
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Yes |
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| Databricks |
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Yes |
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| Figma |
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Yes |
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| Fin by Intercom |
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Yes |
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| Gemini Enterprise Agent (Preview) |
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Yes |
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| Gemini Enterprise Connector |
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Yes |
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| GitHub MCP Registry |
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Yes |
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| Glean Assistant |
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Yes |
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| Glean Search |
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Yes |
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| Grok |
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Yes |
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| Groq Responses API |
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Yes |
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| Harvey | Yes |
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| Harvey MCP |
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Yes |
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| Hebbia.ai | Yes |
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| IBM watsonx Orchestrate |
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Yes |
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| LangSmith Agent Builder |
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Yes |
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| Legora | Yes |
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| Manus |
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Yes |
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| Microsoft Agent 365 |
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Yes |
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| Microsoft Azure API Center |
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Yes |
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| Microsoft 365 Copilot |
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Yes |
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| Microsoft Copilot Studio |
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Yes |
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| Microsoft Foundry Tools |
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Yes |
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| Microsoft Copilot Connector |
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Yes |
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| Microsoft Windows On-Device Agent Registry (ODR) |
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Yes |
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| Mistral Le Chat |
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Yes |
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| Notion AI |
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Yes |
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| Notion Custom Agents |
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Yes |
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| Otto by Workato |
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Yes |
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| OpenAI Platform - AgentKit |
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Yes |
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| Perplexity AI |
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Yes |
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| Rogo |
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Yes |
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| Runlayer |
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Yes |
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| ServiceNow |
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Yes |
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| Slack AI App | Yes |
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| Slackbot |
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Yes |
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| Superhuman Go |
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Yes |
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| Zendesk Knowledge |
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Yes |
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