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How to integrate Monday MCP with LangChain

Connect LangChain to Monday MCP. Create a new project board for q3, add users to the design review board, and more using natural language, with authentication handled for you.

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Monday

Oauth2

Monday.com is a customizable work management platform for project planning and collaboration. It helps teams organize tasks, automate workflows, and track progress in real time.

122 Tools17 Triggers

Managed auth

Connect Monday without auth hassles

We manage OAuth, API keys, token refresh, and scopes — you just build.

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Explore the MCP Gateway

Introduction

This guide walks you through connecting Monday to LangChain using the Composio tool router. By the end, you'll have a working Monday agent that can create and update items, set board column values, organize boards and groups, post updates, and write docs through natural language commands.

This guide will help you understand how to give your LangChain agent real control over a Monday account through Composio's Monday MCP server.

Before we dive in, let's take a quick look at the key ideas and tools involved.

For exact tool slugs and parameter tables, see the tool catalog in the Composio docs.

TL;DR

Here's what you'll learn:

Get and set up your OpenAI and Composio API keys
Connect your Monday project to Composio
Create a Tool Router MCP session for Monday
Initialize an MCP client and retrieve Monday tools
Build a LangChain agent that can interact with Monday
Set up an interactive chat interface for testing

What is LangChain?

LangChain is a framework for developing applications powered by language models. It provides tools and abstractions for building agents that can reason, use tools, and maintain conversation context.

Key features include:

Agent Framework: Build agents that can use tools and make decisions
MCP Integration: Connect to external services through Model Context Protocol adapters
Memory Management: Maintain conversation history across interactions
Multi-Provider Support: Works with OpenAI, Anthropic, and other LLM providers

What is the Monday MCP server, and what's possible with it?

The Monday MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Monday account. It provides structured and secure access to your boards, items, columns, users, sprints, and docs, so your agent can create projects, manage work items, update board details, track sprints, and organize teams on your behalf.

Board and project creation: Have your agent create boards, convert existing boards into projects, connect projects to portfolios, and update board settings.
Item and workflow management: Let the agent create items from your instructions, find work by column values, move items between groups, and update text, status, or dropdown fields.
Board structure and access: Direct your agent to create columns, add users to boards, and set default board roles and permissions.
Sprint and work tracking: Instruct your agent to review sprint data, retrieve board items, and check item details, status, and group placement.
Workspace content and organization: Have your agent retrieve Monday docs, list account users, update folder details, and confirm which Monday account is connected.

What is the Composio tool router, and how does it fit here?

What is Composio SDK?

Composio's Composio SDK helps agents find the right tools for a task at runtime. You can plug in multiple toolkits (like Gmail, HubSpot, and GitHub), and the agent will identify the relevant app and action to complete multi-step workflows. This can reduce token usage and improve the reliability of tool calls. Read more here: Getting started with Composio SDK

The tool router generates a secure MCP URL that your agents can access to perform actions.

How the Composio SDK works

The Composio SDK follows a three-phase workflow:

Discovery: Searches for tools matching your task and returns relevant toolkits with their details.
Authentication: Checks for active connections. If missing, creates an auth config and returns a connection URL via Auth Link.
Execution: Executes the action using the authenticated connection.

Step-by-step Guide

Step by step10 STEPS

Prerequisites

Before starting this tutorial, make sure you have:

Python 3.10 or higher installed on your system
A Composio account with an API key
An OpenAI API key
Basic familiarity with Python and async programming

Getting API Keys for OpenAI and Composio

OpenAI API Key

Go to the OpenAI dashboard and create an API key. You'll need credits to use the models, or you can connect to another model provider.
Keep the API key safe.

Composio API Key

Log in to the Composio dashboard.
Navigate to your API settings and generate a new API key.
Store this key securely as you'll need it for authentication.

Install dependencies

npm install @composio/langchain @langchain/core @langchain/openai @langchain/mcp-adapters dotenv

Install the required packages for LangChain with MCP support.

What's happening:

@composio/langchain provides Composio integration for LangChain
@langchain/mcp-adapters enables MCP client connections
@langchain/core is the core agent framework
dotenv/config loads environment variables

Set up environment variables

bash

COMPOSIO_API_KEY=your_composio_api_key_here
COMPOSIO_USER_ID=your_composio_user_id_here
OPENAI_API_KEY=your_openai_api_key_here

Create a .env file in your project root.

What's happening:

COMPOSIO_API_KEY authenticates your requests to Composio's API
COMPOSIO_USER_ID identifies the user for session management
OPENAI_API_KEY enables access to OpenAI's language models

Import dependencies

import { Composio } from '@composio/core';
import { LangchainProvider } from '@composio/langchain';
import { MultiServerMCPClient } from "@langchain/mcp-adapters";
import { createAgent } from "langchain";
import * as readline from 'readline';
import 'dotenv/config';

dotenv.config();

What's happening:

We're importing LangChain's MCP adapter and Composio SDK
The dotenv/config import loads environment variables from your .env file
This setup prepares the foundation for connecting LangChain with Monday functionality through MCP

Initialize Composio client

const composioApiKey = process.env.COMPOSIO_API_KEY;
const userId = process.env.COMPOSIO_USER_ID;

if (!composioApiKey) throw new Error('COMPOSIO_API_KEY is not set');
if (!userId) throw new Error('COMPOSIO_USER_ID is not set');

async function main() {
    const composio = new Composio({
        apiKey: composioApiKey as string,
        provider: new LangchainProvider()
    });

What's happening:

We're loading the COMPOSIO_API_KEY from environment variables and validating it exists
Creating a Composio instance that will manage our connection to Monday tools
Validating that COMPOSIO_USER_ID is also set before proceeding

Create a Tool Router session

const session = await composio.create(
    userId as string,
    {
        toolkits: ['monday']
    }
);

const url = session.mcp.url;

What's happening:

We're creating a Tool Router session that gives your agent access to Monday tools
The create method takes the user ID and specifies which toolkits should be available
The returned session.mcp.url is the MCP server URL that your agent will use
This approach allows the agent to dynamically load and use Monday tools as needed

Configure the agent with the MCP URL

const client = new MultiServerMCPClient({
    "monday-agent": {
        transport: "http",
        url: url,
        headers: {
            "x-api-key": process.env.COMPOSIO_API_KEY
        }
    }
});

const tools = await client.getTools();

const agent = createAgent({ model: "gpt-5", tools });

What's happening:

We're creating a MultiServerMCPClient that connects to our Monday MCP server via HTTP
The client is configured with a name and the URL from our Tool Router session
getTools() retrieves all available Monday tools that the agent can use
We're creating a LangChain agent using the GPT-5 model

Set up interactive chat interface

let conversationHistory: any[] = [];

console.log("Chat started! Type 'exit' or 'quit' to end the conversation.\n");
console.log("Ask any Monday related question or task to the agent.\n");

const rl = readline.createInterface({
    input: process.stdin,
    output: process.stdout,
    prompt: 'You: '
});

rl.prompt();

rl.on('line', async (userInput: string) => {
    const trimmedInput = userInput.trim();

    if (['exit', 'quit', 'bye'].includes(trimmedInput.toLowerCase())) {
        console.log("\nGoodbye!");
        rl.close();
        process.exit(0);
    }

    if (!trimmedInput) {
        rl.prompt();
        return;
    }

    conversationHistory.push({ role: "user", content: trimmedInput });
    console.log("\nAgent is thinking...\n");

    const response = await agent.invoke({ messages: conversationHistory });
    conversationHistory = response.messages;

    const finalResponse = response.messages[response.messages.length - 1]?.content;
    console.log(`Agent: ${finalResponse}\n`);
        
        rl.prompt();
    });

    rl.on('close', () => {
        console.log('\n👋 Session ended.');
        process.exit(0);
    });

What's happening:

We initialize an empty conversationHistory list to maintain context across interactions
A readline interface is used to continuously accept user input from the command line
When a user types a message, it's added to the conversation history and sent to the agent
The agent processes the request using the invoke() method with the full conversation history
Users can type 'exit', 'quit', or 'bye' to end the chat session gracefully

Run the application

main().catch((err) => {
    console.error('Fatal error:', err);
    process.exit(1);
});

What's happening:

We call the main() function to start the application

Complete Code

Here's the complete code to get you started with Monday and LangChain:

import { Composio } from '@composio/core';
import { LangchainProvider } from '@composio/langchain';
import { MultiServerMCPClient } from "@langchain/mcp-adapters";  
import { createAgent } from "langchain";
import * as readline from 'readline';
import 'dotenv/config';

const composioApiKey = process.env.COMPOSIO_API_KEY;
const userId = process.env.COMPOSIO_USER_ID;

if (!composioApiKey) throw new Error('COMPOSIO_API_KEY is not set');
if (!userId) throw new Error('COMPOSIO_USER_ID is not set');

async function main() {
    const composio = new Composio({
        apiKey: composioApiKey as string,
        provider: new LangchainProvider()
    });

    const session = await composio.create(
        userId as string,
        {
            toolkits: ['monday']
        }
    );

    const url = session.mcp.url;
    
    const client = new MultiServerMCPClient({
        "monday-agent": {
            transport: "http",
            url: url,
            headers: {
                "x-api-key": process.env.COMPOSIO_API_KEY
            }
        }
    });
    
    const tools = await client.getTools();
  
    const agent = createAgent({ model: "gpt-5", tools });
    
    let conversationHistory: any[] = [];
    
    console.log("Chat started! Type 'exit' or 'quit' to end the conversation.\n");
    console.log("Ask any Monday related question or task to the agent.\n");
    
    const rl = readline.createInterface({
        input: process.stdin,
        output: process.stdout,
        prompt: 'You: '
    });

    rl.prompt();

    rl.on('line', async (userInput: string) => {
        const trimmedInput = userInput.trim();
        
        if (['exit', 'quit', 'bye'].includes(trimmedInput.toLowerCase())) {
            console.log("\nGoodbye!");
            rl.close();
            process.exit(0);
        }
        
        if (!trimmedInput) {
            rl.prompt();
            return;
        }
        
        conversationHistory.push({ role: "user", content: trimmedInput });
        console.log("\nAgent is thinking...\n");
        
        const response = await agent.invoke({ messages: conversationHistory });
        conversationHistory = response.messages;
        
        const finalResponse = response.messages[response.messages.length - 1]?.content;
        console.log(`Agent: ${finalResponse}\n`);
        
        rl.prompt();
    });

    rl.on('close', () => {
        console.log('\nSession ended.');
        process.exit(0);
    });
}

main().catch((err) => {
    console.error('Fatal error:', err);
    process.exit(1);
});

Conclusion

You've successfully built a LangChain agent that can interact with Monday through Composio's Tool Router.

Key features of this implementation:

Dynamic tool loading through Composio's Tool Router
Conversation history maintenance for context-aware responses
Async Python provides clean, efficient execution of agent workflows

You can extend this further by adding error handling, implementing specific business logic, or integrating additional Composio toolkits to create multi-app workflows.

TOOLS & TRIGGERS

Supported Tools and Triggers

Every Monday action and event your agent gets out of the box.

Get account trigger statistics

Tool to retrieve statistics about account-level triggers and automations.

Activate users

Tool to activate or reactivate users in a Monday.

Add subscribers to object

Tool to add subscribers or owners to a monday.

Add teams to board

Tool to add teams to a Monday.

Add users to board

Adds users to a Monday.

Add users to team

Adds users to a Monday.

Add users to workspace

Adds existing users to a workspace.

Aggregate board data

Aggregate data from a Monday.

Get app subscription

Tool to retrieve current app subscription data for the account.

Archive board

Archives a specified, existing, and unarchived board in Monday.

Archive item

Archives an existing Monday.

Archive object

Archives a Monday.

Archive workspace

Delete a Monday.

Get audit logs

Tool to retrieve detailed security-related activity records for a Monday.

Get document blocks

Tool to retrieve document block data from workdocs via the API.

Get boards

Retrieves metadata for one or multiple monday.

Change simple column value

Changes a monday.

Get board columns

Retrieves column metadata from monday.

Get connection board IDs

Tool to retrieve board IDs associated with connection columns.

Get connections

Tool to retrieve connection data for integrations with external services.

Connect project to portfolio

Links an existing project board to a portfolio board for centralized management.

Convert board to project

Converts a regular Monday.

Create a Monday board

Creates a Monday.

Create column

Creates a new column with a specified type and title on a monday.

Create custom activity

Tool to create a custom activity in the Monday.

Create a Monday dashboard

Tool to create a Monday.

Create doc

Tool to create a new doc in Monday.

Create a folder

Tool to create a new folder in a Monday.

Create group

Creates a new group with the given `group_name` on an existing Monday.

Create item

Creates a new item on a Monday.

Create Item From Natural Language

Creates a new item on a Monday.

Create notification

Tool to send a notification to a user.

Create object

Execute a custom Monday.

Create tag

Tool to create a new tag or return an existing tag.

Create timeline item

Tool to create a new timeline item in the Emails & Activities app on a Monday.

Create update

Tool to create a new update for an item or reply to an existing update.

Invite and create a Monday user

Tool to invite and create a new user.

Create a Monday workspace

Tool to create a Monday.

Get custom activity

Tool to retrieve custom activity data from the Emails & Activities app.

Deactivate users

Deactivates up to 200 users per request from a monday.

Delete asset

Remove uploaded files by deleting an enclosing update or clearing all files from an item's File column; the required asset ID does not select which file is removed.

Delete board

Tool to permanently delete a board from your Monday.

Delete column

Deletes a specified column from a Monday.

Delete Custom Activity

Tool to delete a custom activity from the Emails & Activities app.

Delete doc

Deletes a Monday.

Delete folder

Tool to permanently delete a folder and all its contents from a Monday.

Delete group

Permanently deletes an existing group (and its items) from an existing board in Monday.

Delete item

Permanently deletes an existing Monday.

Delete object

Tool to permanently delete a Monday.

Delete subscribers from board

Tool to remove subscribers from a Monday.

Delete tag

Tool to remove a tag from an item in Monday.

Delete team

Delete an existing Monday.

Delete teams from board

Remove teams from a Monday.

Delete teams from workspace

Tool to remove teams from a workspace.

Delete timeline item

Tool to delete a timeline item from the Emails & Activities app.

Delete update

Tool to delete an update by its ID.

Delete workspace

Tool to permanently delete a workspace by its ID.

Retrieve Monday docs

Tool to retrieve Monday.

Duplicate board

Tool to duplicate a Monday.

Duplicate item

Duplicates an item on a Monday.

Edit update

Tool to modify the text content of an existing update on an item.

Get account info

Retrieve account metadata and settings for the authenticated Monday.

Get board activity logs

Tool to retrieve activity logs from a specific Monday.

Get API version

Tool to retrieve the Monday.

Get assets

Tool to retrieve file/asset metadata from monday.

Get board views

Tool to retrieve board view data via GraphQL API.

Get favorites

Tool to retrieve all favorited items for the authenticated user.

Get folders

Tool to retrieve folder data from workspaces with filtering and pagination options.

Get form details

Tool to retrieve form metadata via the API using the form's unique token from the URL.

Get items by IDs

Tool to retrieve specific items by their IDs from Monday.

Get current user

Tool to fetch the current authenticated user's profile and permissions.

Execute GraphQL and get mutation complexity

Execute a caller-provided Monday.

Get query complexity

Retrieve Monday.

Get tags

Tool to retrieve tags from the account.

Get teams

Tool to retrieve teams from Monday.

Get update replies

Retrieves updates and their replies for a specific Monday.

Get item updates

Tool to retrieve updates for a specific item.

Get API versions

Tool to retrieve data about available API versions.

Get view schema by type

Tool to retrieve type-specific board view configuration schemas via GraphQL API.

Get webhooks

Tool to retrieve webhooks for a board.

Get workspaces

Tool to retrieve workspaces.

Import doc from HTML

Tool to import HTML content into a new Monday.

Get items page

Retrieve a page of items from a Monday.

Like update

Tool to like an update on an item.

List groups

Retrieves groups from a specified Monday.

List items

Retrieve specified Monday.

List items by column values

Tool to search for items on a Monday.

List subitems by parent

Tool to retrieve subitems nested under parent items via GraphQL API.

List team members

List members of Monday.

List users

Retrieves a list of users from Monday.

Move item to board

Moves a Monday.

Move item to group

Moves an item to a different group on the same Monday.

Query board mute settings

Tool to query a board's notification mute settings.

Pin update to top

Tool to pin an update to the top of an item.

Publish object

Tool to publish a Monday.

Query dashboards

Query Monday.

Query sprints

Tool to query sprint data for agile project management from Monday.

Remove users from team

Removes users from a Monday.

Remove users from workspace

Tool to remove users from a workspace.

Set board permission

Sets or updates a board's default role and permissions.

Get item timeline

Tool to retrieve an item's Email & Activities (E&A) timeline data from Monday.

Get timeline item

Tool to retrieve a specific timeline item from the Emails & Activities app by ID.

Unlike update

Tool to remove a like from an update on an item.

Unpin update from top

Tool to unpin an update from the top of an item.

Unpublish object

Unpublish a Monday.

Update board

Updates a specified attribute of an existing board on Monday.

Update board hierarchy

Updates a board's position, workspace, or product in Monday.

Update column

Tool to update column title or description.

Update a doc

Updates a doc's title and/or adds Markdown content, optionally after a specified block.

Update email domain

Tool to update users' email domains.

Update a Monday folder

Tool to update a Monday.

Update group

Tool to update an existing group on a board.

Update item

Tool to update an existing item's column value on Monday.

Update multiple users

Tool to update one or multiple users' attributes on Monday.

Update mute board settings

Tool to update a board's notification mute settings.

Update tag

Tool to return a tag's details or best-effort "rename" by creating or getting a tag with the requested name.

Update team

Add users to a Monday.

Update users role

Updates users' roles to custom or default roles; this admin-only operation cannot update your own role.

Update a Monday workspace

Tool to update a Monday.

Upload Asset

Tool to upload a file to an update or file column.

Get user connections

Tool to query user-specific connection data from Monday.

Who Am I

Return the identity (name, email, account) of the connected monday.

FRAMEWORKS

How to build Monday MCP Agent with another framework

Claude Code

Use Monday MCP with Claude Code

Cursor

Use Monday MCP with Cursor

ChatGPT

Use Monday MCP with ChatGPT

Claude Cowork

Use Monday MCP with Claude Cowork

Antigravity

Use Monday MCP with Antigravity

OpenAI Agents SDK

Use Monday MCP with OpenAI Agents SDK

Claude Agent SDK

Use Monday MCP with Claude Agent SDK

Grok Bot

Use Monday MCP with Grok Bot

Muse

Use Monday MCP with Muse

Codex

Use Monday MCP with Codex

Grok Build

Use Monday MCP with Grok Build

VS Code

Use Monday MCP with VS Code

OpenCode

Use Monday MCP with OpenCode

OpenClaw

Use Monday MCP with OpenClaw

Hermes

Use Monday MCP with Hermes

Atomic Agent

Use Monday MCP with Atomic Agent

Google ADK

Use Monday MCP with Google ADK

Vercel AI SDK

Use Monday MCP with Vercel AI SDK

Mastra AI

Use Monday MCP with Mastra AI

LlamaIndex

Use Monday MCP with LlamaIndex

CrewAI

Use Monday MCP with CrewAI

Pydantic AI

Use Monday MCP with Pydantic AI

AutoGen

Use Monday MCP with AutoGen

MORE TOOLKITS

Explore Other Toolkits

Toolkit marketplace

Google Sheets

Oauth2

Google Sheets is a cloud-based spreadsheet tool for real-time collaboration and data analysis. It lets teams work together from anywhere, updating information instantly.

Notion

Oauth2Api Key

Notion is a collaborative workspace for notes, docs, wikis, and tasks. It streamlines team knowledge, project tracking, and workflow customization in one place.

Airtable

Oauth2Api Key

Airtable combines the flexibility of spreadsheets with the power of a database for easy project and data management. Teams use Airtable to organize, track, and collaborate with custom views and automations.

Asana

Oauth2

Asana is a collaborative work management platform for teams to organize and track projects. It streamlines teamwork, boosts productivity, and keeps everyone aligned on goals.

FAQ

Frequently asked questions

With a standalone Monday MCP server, the agents and LLMs can only access a fixed set of Monday tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Monday and many other apps based on the task at hand, all through a single MCP endpoint.

Yes, you can. LangChain fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Monday tools.

Yes, absolutely. You can configure which Monday scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do.

All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Monday data and credentials are handled as safely as possible.

Start with Monday.It takes 30 seconds.

Managed auth, hosted MCP servers, and every Monday tool your agent needs.Free to start.

Start building

How to integrate Monday MCP with LangChain

Connect Monday without auth hassles

Introduction

Also integrate Monday with

TL;DR

What is LangChain?

What is the Monday MCP server, and what's possible with it?

What is the Composio tool router, and how does it fit here?

What is Composio SDK?

How the Composio SDK works

Step-by-step Guide

Prerequisites

Getting API Keys for OpenAI and Composio

Install dependencies

Set up environment variables

Import dependencies

Initialize Composio client

Create a Tool Router session

Configure the agent with the MCP URL

Set up interactive chat interface

Run the application

Complete Code

Conclusion

Supported Tools and Triggers

How to build Monday MCP Agent with another framework

Claude Code

Cursor

ChatGPT

Claude Cowork

Antigravity

OpenAI Agents SDK

Claude Agent SDK

Grok Bot

Muse

Codex

Grok Build

VS Code

OpenCode

OpenClaw

Hermes

Atomic Agent

Google ADK

Vercel AI SDK

Mastra AI

LlamaIndex

CrewAI

Pydantic AI

AutoGen

Explore Other Toolkits

Google Sheets

Notion

Airtable

Asana

Frequently asked questions

What are the differences in Tool Router MCP and Monday MCP?

Can I use Tool Router MCP with LangChain?

Can I manage the permissions and scopes for Monday while using Tool Router?

How safe is my data with Composio Tool Router?

Start with Monday.It takes 30 seconds.