Nextcloud MCP Server for LangChainGive LangChain instant access to 16 tools to Create Folder, Create Share, Delete App Password, and more
LangChain is the leading Python framework for composable LLM applications. Connect Nextcloud 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 MCP Server for LangChain
The Nextcloud MCP Server for LangChain is a standout in the Productivity category — giving your AI agent 16 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({
"nextcloud": {
"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 Nextcloud, 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 Nextcloud MCP Server
Connect your Nextcloud instance to any AI agent and take full control of your self-hosted productivity suite through natural conversation.
LangChain's ecosystem of 500+ components combines seamlessly with Nextcloud through native MCP adapters. Connect 16 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
- File & Folder Management — List, create, and delete files or folders within your Nextcloud storage directly from the chat.
- Advanced Sharing — Create and manage shares for users, groups, or public links with custom permissions and passwords.
- User & Admin Tools — List users (admin only), fetch detailed user profiles, and inspect server capabilities and enabled apps.
- Presence & Status — Get or set your online status and custom status messages with emojis to keep your team informed.
- Activity Tracking — Monitor recent activities and changes within your Nextcloud environment.
The Nextcloud MCP Server exposes 16 tools through the Vinkius. Connect it to LangChain in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 16 Nextcloud tools available for LangChain
When LangChain connects to Nextcloud through Vinkius, your AI agent gets direct access to every tool listed below — spanning file-sharing, cloud-hosting, self-hosted, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.
Create folder on Nextcloud
Create a new folder in Nextcloud (WebDAV)
Create share on Nextcloud
Share Types: 0=User, 1=Group, 3=Public Link, 4=Email, 6=Federated, 7=Circle, 10=Talk. Create a new Nextcloud share
Delete app password on Nextcloud
Delete the current app password
Delete file on Nextcloud
Delete a file or folder in Nextcloud (WebDAV)
Delete share on Nextcloud
Delete a Nextcloud share
Get app password on Nextcloud
Requires authenticating with the real user password. Generate a new app password
Get capabilities on Nextcloud
Get Nextcloud server capabilities
Get user on Nextcloud
Get details for a specific Nextcloud user
Get user status on Nextcloud
Get current user status
List activities on Nextcloud
List Nextcloud activity stream
List files on Nextcloud
Path is relative to the user root. List files in a Nextcloud directory (WebDAV)
List shares on Nextcloud
List all Nextcloud shares
List users on Nextcloud
Requires admin privileges. List Nextcloud users (Admin only)
Set user status on Nextcloud
Set user online status
Set user status message on Nextcloud
Set custom user status message
Update share on Nextcloud
Update an existing Nextcloud share
Connect Nextcloud to LangChain via MCP
Follow these steps to wire Nextcloud into LangChain. The entire setup takes under two minutes — your credentials stay safe behind 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 Nextcloud MCP Server
LangChain provides unique advantages when paired with Nextcloud through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Nextcloud 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 Nextcloud queries for multi-turn workflows
Nextcloud + LangChain Use Cases
Practical scenarios where LangChain combined with the Nextcloud MCP Server delivers measurable value.
RAG with live data: combine Nextcloud tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Nextcloud, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Nextcloud tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Nextcloud tool call, measure latency, and optimize your agent's performance
Example Prompts for Nextcloud in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Nextcloud immediately.
"Show me the capabilities and enabled apps of my Nextcloud server."
"Create a public share link for the folder '/Documents/Project-Alpha' with read-only permissions."
"Set my status to 'away' and my message to 'Out for lunch' with a pizza emoji."
Troubleshooting Nextcloud MCP Server with LangChain
Common issues when connecting Nextcloud to LangChain through Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersNextcloud + LangChain FAQ
Common questions about integrating Nextcloud 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.Which LangChain agent types work with MCP?
Can I trace MCP tool calls in LangSmith?
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