How to Use the Files.com MCP in LangChain

Q: Can LangChain perform bulk operations on Files.com?

Yes, you can chain multiple tool calls together. Use listfolders to gather targets and then iterate with deletefile to clear out outdated directories.

Chain Files.com actions inside LangChain workflows. Build agents that manage folders, audit history, and verify permissions automatically.

See Vinkius in Action

Works with every AI agent you already use

…and any MCP-compatible client

MCP Servers - Free for Subscribers

Connect Files.com MCP to LangChain

Create your Vinkius account to connect Files.com 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.

GDPR Free for Subscribers

Setup Files.com with LangChain

Ask AI about this MCP

ChatGPT

Claude

Perplexity

Automate file system management

Trigger folder creation and file cleanup directly from your agent chains. When your logic requires a new destination for data, the `create_folder` tool executes the task without manual intervention. Your pipeline handles directory maintenance by chaining `list_folders` to scan existing paths before initiating new uploads. This keeps your structure clean and predictable.

Audit user activity in LangChain

Feed security logs directly into your analysis chains by invoking `list_activity_history`. This allows you to inspect specific access events as part of a larger reasoning loop. You can pass these results into further processing steps to flag anomalies or summarize usage patterns. The `list_permissions` tool provides the necessary context to verify who has access to which sensitive files.

Manage organizational access

Use `list_users` and `list_user_groups` to map your internal team structure to your file storage permissions. Your agents can verify group memberships before granting file access. This workflow ensures that permissions remain consistent across your infrastructure. By wiring these tools into your agents, you maintain a clear audit trail of who performed what action.

Setup guide

Set up Files.com MCP in LangChain

Prerequisites

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

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

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

Create a ReAct agent
Pass the discovered tools to create_react_agent() from LangGraph. The agent automatically routes Files.com tool calls through the MCP protocol.
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({
    "filescom-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 Files.com transactions"
    })
    print(result["messages"][-1].content)

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Files.com. 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.

Why Choose Vinkius

Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.

Connect Files.com now

Real-time monitoring

Live

visibility into every interaction

Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

Built-in savings

60%

lower AI costs

Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

Single dashboard

One

place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about Files.com MCP in LangChain

Vinkius handles authentication through a single endpoint token. Just inject this token into your MCP client configuration to establish a secure connection.

Yes, you can chain multiple tool calls together. Use `list_folders` to gather targets and then iterate with `delete_file` to clear out outdated directories.

LangChain stores tool outputs in your session state. Any data retrieved via `get_file_details` remains available for subsequent steps in your agent's chain.

Use LangSmith to trace inputs and outputs. You will see exactly what arguments were passed to tools like `list_activity_history` during execution.

Your file activity logs and user permissions stay within your private execution environment. Only your authorized agents access this metadata via the encrypted Vinkius gateway.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

OpenAI Agents SDK sdk-python

Google ADK sdk-python

Pydantic AI sdk-python

Vercel AI SDK sdk-typescript