Box MCP Server for LangChainGive LangChain instant access to 10 tools to Create Collaboration, Create Folder, Delete File, and more
LangChain is the leading Python framework for composable LLM applications. Connect Box through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.
Ask AI about this App Connector for LangChain
The Box app connector for LangChain is a standout in the Industry Titans category — giving your AI agent 10 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
import asyncio
from langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MultiServerMCPClient({
"box-alternative": {
"transport": "streamable_http",
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
}
}) as client:
tools = client.get_tools()
agent = create_react_agent(
ChatOpenAI(model="gpt-4o"),
tools,
)
response = await agent.ainvoke({
"messages": [{
"role": "user",
"content": "Using Box, show me what tools are available.",
}]
})
print(response["messages"][-1].content)
asyncio.run(main())
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Box MCP Server
Connect your Box account to any AI agent and take full control of your cloud content management and enterprise collaboration workflows through natural conversation.
LangChain's ecosystem of 500+ components combines seamlessly with Box through native MCP adapters. Connect 10 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.
What you can do
- Folder Orchestration — Navigate through your entire Box directory structure programmatically, listing folder items and retrieving high-fidelity metadata in real-time
- File Lifecycle Management — Access detailed information about individual files, including version history, size, and high-fidelity descriptions directly through your agent
- Collaboration Intelligence — Programmatically manage folder collaborations by inviting team members with specific roles (editor, viewer) to ensure perfectly coordinated access
- Search & Discovery — Use semantic keywords to search for specific files and folders across your entire Box account to maintain a perfectly coordinated digital library
- User Visibility — Retrieve complete profile information for the authenticated user and manage account-level metadata for instant operational reporting
The Box MCP Server exposes 10 tools through the Vinkius. Connect it to LangChain in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 10 Box tools available for LangChain
When LangChain connects to Box through Vinkius, your AI agent gets direct access to every tool listed below — spanning file-sharing, enterprise-content, cloud-governance, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Requires the folder ID, the user's email (login), and an assigned role (e.g., "editor", "viewer", "previewer"). Share a folder with a collaborator
Use parent ID "0" for the root folder. Create a new folder in Box
Delete a file from Box
If the folder is not empty, you must set the recursive flag to true to delete all its contents. Delete a folder from Box
Use this to verify the current identity. Retrieve current Box user details
Includes size, SHA1 hash, version information, and parent folder details. Get details and metadata for a file
Includes information about the parent folder, creator, and modified dates. Get details and metadata for a folder
Note: Use ID "0" for the root folder. List all items within a folder
Useful for discovering items when the IDs are unknown. Search for files and folders
Can be used to rename the file or update its description. Update file attributes and metadata
Connect Box to LangChain via MCP
Follow these steps to wire Box into LangChain. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install dependencies
pip install langchain langchain-mcp-adapters langgraph langchain-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
python agent.pyExplore tools
Why Use LangChain with the Box MCP Server
LangChain provides unique advantages when paired with Box through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Box MCP tools with 500+ LangChain components
Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
Memory and conversation persistence let agents maintain context across Box queries for multi-turn workflows
Box + LangChain Use Cases
Practical scenarios where LangChain combined with the Box MCP Server delivers measurable value.
RAG with live data: combine Box tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Box, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Box tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Box tool call, measure latency, and optimize your agent's performance
Example Prompts for Box in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Box immediately.
"List all items in my Box root folder."
"Search for files containing 'Invoice' in my Box account."
"Invite @user1 to folder '123' as an editor."
Troubleshooting Box MCP Server with LangChain
Common issues when connecting Box to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersBox + LangChain FAQ
Common questions about integrating Box MCP Server with LangChain.
How does LangChain connect to MCP servers?
langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.