Monday.com MCP Server for LangChainGive LangChain instant access to 12 tools to Create New Item, Get Board Schema, Get My Profile, and more
LangChain is the leading Python framework for composable LLM applications. Connect Monday.com 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 Monday.com app connector for LangChain is a standout in the Industry Titans category — giving your AI agent 12 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({
"mondaycom": {
"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 Monday.com, 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 Monday.com MCP Server
Connect your Monday.com account to any AI agent and take full control of your team's Work OS through natural conversation. Monday.com provides a flexible and powerful platform for managing complex projects, and this integration allows you to retrieve board metadata, create automated task assignments, and monitor real-time team updates directly from your chat interface.
LangChain's ecosystem of 500+ components combines seamlessly with Monday.com through native MCP adapters. Connect 12 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
- Board & Project Orchestration — List all managed projects and retrieve detailed column and group metadata programmatically to ensure your team's roadmap is always synchronized.
- Item Lifecycle Management — Create, update, and delete board items (tasks) directly from the AI interface to maintain high-fidelity workflow automation.
- Communication & Update Control — List and create updates (comments) on specific items via natural language to drive better team alignment and project transparency.
- User & Workspace Intelligence — Access platform metadata including user profiles and workspace configurations using simple AI commands.
- Operational Monitoring — Track system responses and manage board structures to ensure your team's execution is always optimized.
The Monday.com MCP Server exposes 12 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 12 Monday.com tools available for LangChain
When LangChain connects to Monday.com through Vinkius, your AI agent gets direct access to every tool listed below — spanning task-management, workflow-automation, team-collaboration, 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.
Optional column values must be JSON. Add row to board
Get board columns
com user. Get user info
com account. List team members
List board sections
Get board rows
List Monday.com boards
Get row comments
List project containers
Add comment to row
Delete row
Modify row values
Connect Monday.com to LangChain via MCP
Follow these steps to wire Monday.com 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 Monday.com MCP Server
LangChain provides unique advantages when paired with Monday.com through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Monday.com 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 Monday.com queries for multi-turn workflows
Monday.com + LangChain Use Cases
Practical scenarios where LangChain combined with the Monday.com MCP Server delivers measurable value.
RAG with live data: combine Monday.com tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Monday.com, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Monday.com tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Monday.com tool call, measure latency, and optimize your agent's performance
Example Prompts for Monday.com in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Monday.com immediately.
"List all active Monday.com boards in my workspace."
"Create a new task 'Finalize SEO Audit' in the 'Marketing Launch' board."
"Show the latest updates for the 'Acme Corp' item."
Troubleshooting Monday.com MCP Server with LangChain
Common issues when connecting Monday.com to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersMonday.com + LangChain FAQ
Common questions about integrating Monday.com 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.