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How to Use the Box MCP in LangChain

Let your LangChain agents organize, share, and search Box files directly inside your LLM chains.

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LangChain

Connect Box MCP to LangChain

Create your Vinkius account to connect Box to LangChain and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Run deep file searches inside LangChain chains

The `search_content` tool lets your agent find files and folders on Box without needing hardcoded IDs. When a user asks about a specific document, your agent queries the Box API, grabs the metadata with `get_file_info`, and passes it to the next step in your chain. This setup turns your LangChain runs into active file locators. You don't have to copy-paste file hashes; the model resolves them dynamically using this MCP Server.

Automated folder structures and collaboration

The `create_folder` tool builds new directories in Box, using parent ID "0" to start right at the root. From there, the agent invokes `create_collaboration` to invite teammates by email, assigning roles like editor or viewer automatically. By chaining these steps in LangGraph using an MCP client, you build self-managing workspaces. If a project kicks off, your agent spins up the directory and shares it with the team in one run.

Metadata extraction and cleanup in LangChain

The `get_folder_info` tool retrieves creator names, modification dates, and parent structures directly into your LLM context. If your agent detects empty or outdated folders, it runs `delete_folder` with the recursive flag set to true to clear out the junk. LangSmith traces every single call, so you see exactly when your agent checks `get_file_info` or updates metadata using `update_file`. It keeps your cloud storage clean without manual oversight.

Setup guide

Set up Box MCP in LangChain

Prerequisites

  • Python 3.10+ installed
  • langchain-mcp-adapters + langgraph packages
  • Active Vinkius subscription with a valid endpoint token
  1. 1

    Install dependencies

    Run pip install langchain-mcp-adapters langgraph langchain-openai. The MCP adapters package converts MCP tools into native LangChain BaseTool objects.

  2. 2

    Connect via HTTP transport

    Use MultiServerMCPClient with "transport": "http" pointing to your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.

  3. 3

    Create a ReAct agent

    Pass the discovered tools to create_react_agent() from LangGraph. The agent automatically routes Box tool calls through the MCP protocol.

  4. 4

    Run with any LLM

    Swap ChatOpenAI for ChatAnthropic, ChatGoogleGenerativeAI, or any LangChain-compatible model. The MCP tools work identically across all providers.

agent.py
from langchain_mcp_adapters.client import MultiServerMCPClient
from langgraph.prebuilt import create_react_agent
from langchain_openai import ChatOpenAI

async with MultiServerMCPClient({
    "box-alternative-mcp": {
        "transport": "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,
    )
    result = await agent.ainvoke({
        "messages": "List recent Box transactions"
    })
    print(result["messages"][-1].content)

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Box. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Box MCP in LangChain

Install `langchain-mcp-adapters` and use the `MultiServerMCPClient` pointing to the Vinkius MCP endpoint. Pass the retrieved tools directly to your agent executor or LangGraph workflow.
Yes. Your agent first runs `create_folder` to generate the directory, then passes that folder ID to `create_collaboration` along with the user's email and role.
The agent checks folder contents with `list_folder_items`. If it needs to wipe a directory, it calls `delete_folder` with the recursive parameter set to true.
Absolutely. Every time your agent uses `update_file` to rename a file or change its description, LangSmith logs the exact inputs, outputs, and latency.
Yes, your Box files, folders, and collaboration details are protected by Vinkius's zero-trust V8 sandbox. The server only handles your active session tokens, keeping your enterprise content isolated and secure.

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