How to integrate Basecamp MCP with LangChain

Connect LangChain to Basecamp MCP. Create a new project for client onboarding, add a to-do item to the marketing team, and more using natural language, with authentication handled for you.

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Basecamp is a project management and team collaboration tool by 37signals. It helps teams organize tasks, share files, and communicate efficiently in one place.

141 Tools

Introduction

This guide walks you through connecting Basecamp to LangChain using the Composio tool router. By the end, you'll have a working Basecamp agent that can create a new project for client onboarding, add a to-do item to the marketing team, post a team-wide announcement in campfire chat through natural language commands.

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

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

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TL;DR

Here's what you'll learn:
  • Get and set up your OpenAI and Composio API keys
  • Connect your Basecamp project to Composio
  • Create a Tool Router MCP session for Basecamp
  • Initialize an MCP client and retrieve Basecamp tools
  • Build a LangChain agent that can interact with Basecamp
  • 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 Basecamp MCP server, and what's possible with it?

The Basecamp MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Basecamp account. It provides structured and secure access to your projects, to-dos, message boards, schedules, documents, chats, and card tables, so your agent can create projects, manage tasks, publish updates, organize cards, and retrieve project details on your behalf.

  • Project planning and updates: Have your agent create projects, review project details and participants, or update project names, descriptions, access settings, and schedules.
  • To-do management: Let the agent create, review, update, complete, and comment on to-dos, as well as review and update to-do lists.
  • Team communication: Direct your agent to publish message board posts, retrieve existing messages, review Campfire chats, and add comments to project work.
  • Card table organization: Instruct your agent to review card tables, create and update cards, or move cards between columns as work progresses.
  • Schedules and shared documents: Have your agent review project schedules and entries, retrieve vault documents, and create or update shared documents.

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:

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

Step-by-step Guide

Step by step10 STEPS
1

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
2

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.
3

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
4

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
5

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 Basecamp functionality through MCP
6

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 Basecamp tools
  • Validating that COMPOSIO_USER_ID is also set before proceeding
7

Create a Tool Router session

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

const url = session.mcp.url;
What's happening:
  • We're creating a Tool Router session that gives your agent access to Basecamp 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 Basecamp tools as needed
8

Configure the agent with the MCP URL

const client = new MultiServerMCPClient({
    "basecamp-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 Basecamp MCP server via HTTP
  • The client is configured with a name and the URL from our Tool Router session
  • getTools() retrieves all available Basecamp tools that the agent can use
  • We're creating a LangChain agent using the GPT-5 model
9

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 Basecamp 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
10

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 Basecamp 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: ['basecamp']
        }
    );

    const url = session.mcp.url;
    
    const client = new MultiServerMCPClient({
        "basecamp-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 Basecamp 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 Basecamp 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

Supported Tools

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

Complete To-Do

Tool to mark a to-do as completed in Basecamp.

Create Card in Column

Tool to create a new card in a column of a Basecamp card table.

Create Step in Card

Tool to create a step within a card in a Basecamp card table.

Create Chatbot

Tool to create a new chatbot in a Basecamp Campfire chat.

Create Chatbot Line

Tool to post a message as a chatbot to a Basecamp Campfire.

Create Document in Vault

Tool to create a new document in a Basecamp vault.

Create Project from Template

Tool to create a new project from a Basecamp template asynchronously.

Create To-Do List Group

Tool to create a new to-do group within a parent to-do list in Basecamp.

Create Upload in Vault

Tool to create a new upload (file) in a Basecamp vault.

Create a Vault

Tool to create a new vault (folder) within an existing parent vault in a Basecamp project.

Delete Card Table Column On-Hold Section

Tool to remove the on-hold section from a card table column.

Unpin Recording

Tool to unpin a recording (message) in a Basecamp project.

Delete Campfire Line

Tool to delete a Campfire line from a chat conversation.

Delete Chatbot

Tool to delete a chatbot from a Campfire chat.

Delete Message Type

Tool to delete a message type from a Basecamp project.

Delete Webhook

Tool to delete a webhook from a Basecamp project.

Get Cards from Card Table List

Tool to retrieve a paginated list of cards from a card table column.

Get Message Categories

Tool to retrieve all message types (categories) from a Basecamp project.

Get Campfire Chatbot Integrations

Tool to retrieve all chatbot integrations from a Campfire chat.

Get Campfire Lines

Tool to retrieve a paginated list of Campfire lines from a specific chat.

Get Inbox Forwards

Tool to retrieve a paginated list of active email forwards from a project's inbox.

Get Messages from Message Board

Tool to retrieve a paginated list of active messages from a message board in a Basecamp project.

Get Question Answer by ID

Tool to retrieve a specific question answer by ID from a Basecamp project.

Get Questionnaire

Tool to retrieve a specific questionnaire (automatic check-ins) from a Basecamp project.

Get Questions from Questionnaire

Tool to retrieve a paginated list of questions from a questionnaire in a Basecamp project.

Get Question by ID

Tool to retrieve a specific check-in question by ID from a Basecamp project.

Get Recording Events

Tool to retrieve a paginated list of events for a recording.

Get Schedule Entries

Tool to retrieve a paginated list of schedule entries from a schedule.

Get To-do List Groups

Tool to retrieve a paginated list of active groups from a to-do list in a Basecamp project.

Get To-Dos from To-Do List

Tool to retrieve a paginated list of to-dos from a specific to-do list in a Basecamp project.

Get To-Do by ID

Tool to retrieve a specific to-do by ID from a Basecamp project.

Get Todoset To-Do Lists

Tool to retrieve a paginated list of to-do lists within a specific to-do set in a Basecamp project.

Get Upload by ID

Tool to retrieve a specific upload by ID from a Basecamp project vault.

Get Vault from Project

Tool to retrieve a specific vault from a Basecamp project.

Get Documents from Vault

Tool to retrieve a paginated list of active documents from a vault in a Basecamp project.

Get Uploads from Vault

Tool to retrieve a paginated list of active uploads from a vault in a Basecamp project.

Get Vaults from Parent Vault

Tool to retrieve a paginated list of vaults nested within a parent vault in a Basecamp project.

Get Project Webhooks

Tool to retrieve all webhooks configured for a Basecamp project.

Get Campfire

Tool to retrieve a specific Campfire (chat room) by ID from a Basecamp project.

Get Campfire Line

Tool to retrieve a specific Campfire line by ID from a Basecamp project.

Get a specific card by ID

Tool to get a specific card by ID from a card table.

Get card table (Kanban board)

Tool to retrieve a card table (Kanban board) for a project.

Get Card Table Column

Tool to get a specific column from a card table within a Basecamp project.

Get Chatbot by ID

Tool to get a specific chatbot by ID from a Basecamp Campfire chat.

Get Chats

Tool to retrieve a paginated list of all active Campfires (chats) visible to the current user.

Get Circles People

Tool to retrieve all people on this Basecamp account who can be pinged.

Get Comment

Tool to retrieve a specific comment by ID from a Basecamp project.

Get Document by ID

Tool to get a specific document by ID from a Basecamp project bucket.

Get Inbox

Tool to get the inbox (email forwards) for a Basecamp project.

Get Message by ID

Tool to retrieve a specific message by ID from a Basecamp project message board.

Get Message Board

Tool to get the message board for a project.

Get Message Type by ID

Tool to retrieve a specific message type by ID from a Basecamp project.

Get My Profile

Tool to retrieve the current user's personal info including profile details, permissions, and settings.

Get All People

Tool to retrieve all people visible to the current user in the Basecamp account.

Get Person by ID

Tool to retrieve the profile for a specific user by their ID.

Get Project

Tool to retrieve a specific project by its ID with complete details.

Get Projects

Tool to retrieve a paginated list of projects visible to the current user, sorted by most recently created first.

Get Project by ID

Tool to retrieve a single project by its ID with full details including dock tools.

Get Projects People

Tool to retrieve all active people assigned to a Basecamp project.

Get Projects Recordings

Tool to retrieve a paginated list of records for a given type of recording across projects.

Get Timesheet Report

Tool to retrieve all timesheet entries across the Basecamp account within a given timeframe.

Get Schedule for Project

Tool to retrieve schedule details for a specific project.

Get Schedule Entry

Tool to get a specific schedule entry by ID from a Basecamp project.

Get Subscription

Tool to get subscription information for a recording.

Get Templates

Tool to retrieve a paginated list of active templates visible to the current user, sorted by most recently created first.

Get Template by ID

Tool to retrieve a single template by its ID with full details including dock tools.

Get Project Construction Status

Tool to retrieve the status of a project construction from a template.

Get To-Do by ID

Tool to retrieve a specific to-do by ID from a Basecamp project.

Get To-Do List

Tool to retrieve a specific to-do list from a Basecamp project by its ID.

Get To-Do Set

Tool to retrieve a specific to-do set from a Basecamp project.

Get Upload

Tool to get a specific upload by ID from a Basecamp project.

Get Webhook by ID

Tool to retrieve a specific webhook by ID from a Basecamp project.

List Chatbots

Tool to get all chatbots for a chat/campfire.

List Comments

Tool to get all comments on a recording in a Basecamp project.

List Message Types

Tool to retrieve all message types in a Basecamp project.

List Project People

Tool to get all people on a specific Basecamp project.

List To-Do Lists in To-Do Set

Tool to get all to-do lists in a to-do set within a Basecamp project.

List Uploads from Vault

Tool to retrieve all active uploads from a vault in a Basecamp project.

Move Card to Column

Tool to move a card to a different column within a Basecamp card table.

Reorder Card Table Column

Tool to reorder columns within a Basecamp card table.

Pin Message

Tool to pin a message to the top of the message board.

Upload File Attachment

Tool to upload a file to Basecamp system.

Move Card to Column

Tool to move a card to a different column within a Basecamp card table.

Reposition Step in Card

Tool to reposition a step within a card in a Basecamp card table.

Create Card Table Column

Tool to create a column within a Basecamp card table.

Create On-Hold Section in Column

Tool to create an on-hold section in a card table column.

Create Message Category

Tool to create a new message type (category) in a Basecamp project.

Create Campfire Line

Tool to create a line in a Basecamp Campfire chat.

Create Message on Message Board

Tool to publish a message to a Basecamp message board within a project.

Create Comment on Recording

Tool to publish a comment on a recording within a Basecamp project.

Pin Recording

Tool to pin a recording (message) in a Basecamp project.

Subscribe to Recording

Tool to subscribe the current user to a recording for notifications.

Create Schedule Entry

Tool to create a schedule entry in a Basecamp schedule within a project.

Create Comment on To-Do List

Tool to add a comment to a to-do list in a Basecamp project.

Create To-Do in To-Do List

Tool to create a to-do in a Basecamp to-do list within a project.

Comment on To-Do

Tool to add a comment to a to-do in a Basecamp project.

Create To-Do List in To-Do Set

Tool to create a new to-do list in a Basecamp to-do set within a project.

Create Webhook

Tool to create a new webhook subscription for a Basecamp project.

Create Campfire Line via Chatbot

Tool to create a line in a Basecamp Campfire chat using a chatbot key.

Create Lineup Marker

Tool to create an account-wide marker that shows up in the Lineup.

Create New Project

Tool to create a new project in Basecamp with a name and optional description.

Create New Template

Tool to create a new template in Basecamp with a name and optional description.

Update Card Table Column Color

Tool to update a card table column's visual color designation in a Basecamp project.

Update Card Table Step

Tool to update an existing card table step in Basecamp.

Mark Step Completion Status

Tool to mark a card table step as completed or uncompleted in Basecamp.

Update Message Category

Tool to update an existing message type (category) in a Basecamp project.

Update Chatbot Integration

Tool to update an existing chatbot integration in a Basecamp Campfire chat.

Update Comment

Tool to update comment content in a Basecamp project.

Update Document in Bucket

Tool to update an existing document in a Basecamp project bucket.

Update Message

Tool to update a message's subject, content, or category in a Basecamp project.

Update Recording Client Visibility

Tool to update client visibility for a recording in Basecamp.

Unarchive Recording

Tool to unarchive a recording in a Basecamp project by marking it as active.

Archive Recording

Tool to mark a recording as archived in a Basecamp project.

Trash Recording

Tool to mark a recording as trashed in a Basecamp project.

Update Recording Subscription

Tool to update recording subscriptions by adding or removing subscribers.

Update Schedule Entry

Tool to update an existing schedule entry in a Basecamp schedule.

Update Schedule Configuration

Tool to update a schedule configuration in a Basecamp project.

Reposition To-Do List Group

Tool to reposition a to-do list group within its parent to-do list in a Basecamp project.

Update To-Do in Bucket

Tool to update an existing to-do in a Basecamp project.

Reposition To-Do

Tool to change the position of a to-do within its list in a Basecamp project.

Update Upload in Bucket

Tool to update an existing upload in a Basecamp project bucket.

Update Vault Title

Tool to update a vault's title in a Basecamp project.

Update Webhook

Tool to update an existing webhook in a Basecamp project.

Update Project

Tool to update an existing project's name, description, access policy, or schedule in Basecamp.

Grant or Revoke Project Access

Tool to grant or revoke project access for users in Basecamp.

Update Template

Tool to update a template's name and description in Basecamp.

Reposition Card Step

Tool to change the position of a step within a card.

Trash Project

Tool to mark a Basecamp project as trashed.

Trash Template

Tool to mark a template as trashed in Basecamp.

Uncomplete To-Do

Tool to mark a to-do as uncompleted in Basecamp.

Unpin Message

Tool to unpin a message from the message board.

Unsubscribe Current User from Recording

Tool to unsubscribe the current user from a recording.

Stop Watching Card Table Column

Tool to stop watching a card table column.

Update Card

Tool to update a card's details in a Basecamp card table.

Update Card Table Column

Tool to update a card table column's properties in a Basecamp project.

Update Document

Tool to update an existing document's title or content in a Basecamp project.

Update To-Do

Tool to update a to-do's content, assignees, or due date in a Basecamp project.

Update To-Do List

Tool to update a to-do list's name or description in a Basecamp project.

Update Vault Title

Tool to update a vault's title in a Basecamp project.

Validate Credential

Validates Basecamp API credentials by verifying the OAuth token and retrieving authorization details.

Watch Card Table Column

Tool to start watching a card table column in a Basecamp project.

FAQ

Frequently asked questions

With a standalone Basecamp MCP server, the agents and LLMs can only access a fixed set of Basecamp tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Basecamp 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 Basecamp tools.

Yes, absolutely. You can configure which Basecamp 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 Basecamp data and credentials are handled as safely as possible.

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