Listmonk MCP Server for LangChainGive LangChain instant access to 28 tools to Create Campaign, Create List, Create Public Subscription, and more
LangChain is the leading Python framework for composable LLM applications. Connect Listmonk 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 Listmonk MCP Server for LangChain is a standout in the Marketing Automation category — giving your AI agent 28 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({
"listmonk": {
"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 Listmonk, 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 Listmonk MCP Server
Connect your Listmonk instance to any AI agent and take full control of your email marketing workflows through natural conversation.
LangChain's ecosystem of 500+ components combines seamlessly with Listmonk through native MCP adapters. Connect 28 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
- Subscriber Management — List, create, update, or delete subscribers using SQL-like queries for precise filtering via
list_subscribersandcreate_subscriber. - List Organization — Manage your mailing lists and public subscriptions to keep your audience segmented using
list_listsandcreate_list. - Campaign Control — Create, monitor, and update the status of your email campaigns from draft to sent with
create_campaignandupdate_campaign_status. - Transactional Emails — Send high-priority transactional messages instantly via the
send_transactionaltool. - Media & Templates — Manage your asset library and email templates without leaving your chat interface using
list_templatesandlist_media.
The Listmonk MCP Server exposes 28 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 28 Listmonk tools available for LangChain
When LangChain connects to Listmonk through Vinkius, your AI agent gets direct access to every tool listed below — spanning newsletter-management, mailing-lists, subscriber-management, 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 campaign on Listmonk
Create a new campaign
Create list on Listmonk
Create a new list
Create public subscription on Listmonk
Create a public subscription
Create subscriber on Listmonk
Create a new subscriber
Create template on Listmonk
Create a template
Delete bounces on Listmonk
Delete multiple bounce records
Delete campaign on Listmonk
Delete a campaign
Delete list on Listmonk
Delete a list
Delete media on Listmonk
Delete a media file
Delete subscriber on Listmonk
Delete a specific subscriber
Delete template on Listmonk
Delete a template
Get campaign on Listmonk
Retrieve a specific campaign
Get import status on Listmonk
Retrieve import status
Get subscriber on Listmonk
Retrieve a specific subscriber
List bounces on Listmonk
Retrieve bounce records
List campaigns on Listmonk
Retrieve all campaigns
List lists on Listmonk
Retrieve all lists
List media on Listmonk
Get uploaded media files
List public lists on Listmonk
Retrieve public lists
List subscribers on Listmonk
Supports pagination, list filtering, and SQL expression search. Query and retrieve subscribers
List templates on Listmonk
Retrieve all templates
Patch subscriber on Listmonk
Partially update a subscriber
Send transactional message on Listmonk
Send transactional messages to one or more subscribers using a template
Stop import on Listmonk
Stop an ongoing import
Update campaign status on Listmonk
Change campaign status
Update list on Listmonk
Update a list
Update subscriber on Listmonk
Update a specific subscriber
Update template on Listmonk
Update a template
Connect Listmonk to LangChain via MCP
Follow these steps to wire Listmonk 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 Listmonk MCP Server
LangChain provides unique advantages when paired with Listmonk through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Listmonk 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 Listmonk queries for multi-turn workflows
Listmonk + LangChain Use Cases
Practical scenarios where LangChain combined with the Listmonk MCP Server delivers measurable value.
RAG with live data: combine Listmonk tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Listmonk, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Listmonk tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Listmonk tool call, measure latency, and optimize your agent's performance
Example Prompts for Listmonk in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Listmonk immediately.
"List all subscribers who are currently enabled in list 2."
"Create a new campaign named 'Monthly Newsletter' with the subject 'Our latest updates'."
"Show me all available email templates."
Troubleshooting Listmonk MCP Server with LangChain
Common issues when connecting Listmonk to LangChain through Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersListmonk + LangChain FAQ
Common questions about integrating Listmonk 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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