How to integrate Raisely MCP with LangChain

This guide walks you through connecting Raisely to LangChain using the Composio tool router. By the end, you'll have a working Raisely agent that can list all active fundraising campaigns, show all fundraising profiles for a campaign, retrieve recent posts from our raisely site through natural language commands. This guide will help you understand how to give your LangChain agent real control over a Raisely account through Composio's Raisely MCP server. Before we dive in, let's take a quick look at the key ideas and tools involved.

Get started for free Get a demo

Raisely

Api Key

Raisely is a fundraising platform that helps organizations create and manage online fundraising campaigns. It streamlines donor management and empowers teams to drive donations more effectively.

61 Tools

Managed auth

Connect Raisely without auth hassles

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

Try for free

Introduction

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

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

Also integrate Raisely with

OpenAI Agents SDK Claude Agent SDK Claude Code Claude Cowork Codex OpenClaw Hermes CLI Google ADK Vercel AI SDK Mastra AI LlamaIndex CrewAI

TL;DR

Here's what you'll learn:

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

The Raisely MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Raisely account. It provides structured and secure access to your fundraising campaigns, so your agent can perform actions like listing campaigns, managing profiles, retrieving fundraising posts, and overseeing users or webhook subscriptions on your behalf.

Campaign discovery and management: Instantly fetch and list all your Raisely campaigns, making it easy to organize or review ongoing fundraising efforts.
Profile and supporter insights: Retrieve detailed fundraising profiles within any campaign, or list all supporter profiles to track progress and engagement.
Posts and communications access: Pull all posts published on the Raisely platform, allowing your agent to keep you updated or summarize campaign communications.
User administration: Get a comprehensive list of users on your platform or drill into user-specific fundraising profiles, streamlining supporter management.
Webhook and event monitoring: View all configured webhook subscriptions and available event types, helping you automate notifications and stay on top of campaign activity.

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 Raisely 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 Raisely 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: ['raisely']
    }
);

const url = session.mcp.url;

What's happening:

We're creating a Tool Router session that gives your agent access to Raisely 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 Raisely tools as needed

Configure the agent with the MCP URL

const client = new MultiServerMCPClient({
    "raisely-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 Raisely MCP server via HTTP
The client is configured with a name and the URL from our Tool Router session
getTools() retrieves all available Raisely 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 Raisely 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 Raisely 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: ['raisely']
        }
    );

    const url = session.mcp.url;
    
    const client = new MultiServerMCPClient({
        "raisely-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 Raisely 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 Raisely 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 Raisely action and event your agent gets out of the box.

Check Profile URL Availability

Tool to verify if a profile URL is available for a given campaign and get suggestions if unavailable.

Check User Registration

Tool to check if a user is already registered to a campaign with a specific email address.

Create Campaign

Tool to create a new campaign in Raisely.

Create Offline Donation

Tool to record an offline donation in Raisely.

Create Exercise Log

Tool to create a new exercise log in Raisely.

Create Interaction

Tool to create a new interaction in Raisely.

Create Post

Create a new post in Raisely.

Create Promo Code

Tool to create a new promo code in Raisely.

Create Webhook

Tool to add a new webhook to your Raisely account.

Delete Exercise Log

Tool to delete an exercise log from Raisely.

Delete Interaction

Tool to delete an existing custom interaction from Raisely.

Delete Raisely Post

Tool to delete a post from the Raisely platform.

Delete Profile

Tool to archive a profile in Raisely.

Delete Raisely Webhook

Tool to delete a webhook from the Raisely platform.

Retrieve Raisely API Documentation Summary

Retrieve a summary of the Raisely API documentation including metadata and sample endpoints.

Authenticate Token

Authenticate a token to confirm it's valid and check the logged-in user.

Get Available Events

Tool to retrieve a list of available Raisely webhook events.

Get Campaign

Tool to retrieve a specific campaign from Raisely.

Get Campaign Profile

Tool to retrieve the campaign profile for a Raisely campaign.

Get campaigns

Tool to retrieve a paginated list of campaigns from Raisely.

List Campaign Profiles

List all fundraising profiles in a Raisely campaign.

Get Exercise Log

Retrieve a specific exercise log by UUID from the Raisely platform.

Get Interaction

Tool to retrieve a specific interaction from Raisely by its UUID.

Get Post

Tool to retrieve a specific post from the Raisely fundraising platform.

Get Profile

Retrieves a specific fundraising profile from Raisely by UUID or path.

Raisely Get Profiles

Retrieves a paginated list of fundraising profiles for a Raisely campaign.

Get User

Tool to retrieve a specific user from Raisely by UUID.

Get User Profiles

Tool to retrieve all profiles associated with a specific user.

Get Users

Retrieve a paginated list of users from the Raisely platform.

List Campaign Donations

Tool to retrieve donations from a specific campaign in Raisely.

List Campaign Products

Retrieves all products available in a Raisely campaign.

List Campaign Subscriptions

List all subscriptions for a specific Raisely campaign.

Raisely List Donations

Retrieve donations from Raisely.

Raisely List Exercise Logs

Retrieve exercise logs from Raisely.

List Interaction Categories

Tool to retrieve all interaction categories in the organisation from Raisely.

List Interactions

Tool to retrieve all interactions from Raisely.

List Orders

Tool to retrieve all orders in a campaign from Raisely.

List Posts

Tool to retrieve a list of posts you've previously created on Raisely.

List Profile Donations

Retrieves a paginated list of donations for a specific fundraising profile from Raisely.

List Profile Members

Retrieves a paginated list of all members belonging to a team profile in Raisely.

List Profile Posts

List all posts created by a specific profile in Raisely.

List Promo Codes

Tool to retrieve all promo codes in a campaign from Raisely.

List Segments

Tool to retrieve all segments from Raisely.

Raisely List Subscriptions 2

Tool to retrieve subscriptions from Raisely.

List Tags

Tool to retrieve the list of tags from Raisely.

List User Donations

Retrieves a paginated list of donations for a specific user from Raisely.

List User Interactions

Retrieves all interactions for a given user from Raisely.

Raisely List User Subscriptions

Retrieve subscriptions for a specific user from Raisely.

List Webhooks

Tool to retrieve the list of webhooks configured for a campaign.

Move Donation

Tool to move a donation to a different profile in Raisely.

Logout from Raisely

Tool to invalidate the current user's token and log out.

Create User

Create a new user in Raisely.

Update Campaign

Tool to update an existing campaign in Raisely.

Update Campaign Config

Tool to update a specific configuration attribute for a campaign in Raisely.

Update Exercise Log

Update an existing exercise log in Raisely.

Update Post

Tool to update a specified post in Raisely.

Update Profile

Updates a specific profile in Raisely.

Update User

Tool to update a specified user in Raisely.

Update Webhook

Tool to update a specified webhook in Raisely.

Upload Campaign Media

Tool to upload one or more files to a campaign's media library in Raisely.

Upsert User

Tool to upsert a user record in Raisely, optionally tagging and creating an interaction.

FRAMEWORKS

How to build Raisely MCP Agent with another framework

OpenAI Agents SDK

Use Raisely MCP with OpenAI Agents SDK

Claude Agent SDK

Use Raisely MCP with Claude Agent SDK

Claude Code

Use Raisely MCP with Claude Code

Claude Cowork

Use Raisely MCP with Claude Cowork

Codex

Use Raisely MCP with Codex

OpenClaw

Use Raisely MCP with OpenClaw

Hermes

Use Raisely MCP with Hermes

CLI

Use Raisely MCP with CLI

Google ADK

Use Raisely MCP with Google ADK

Vercel AI SDK

Use Raisely MCP with Vercel AI SDK

Mastra AI

Use Raisely MCP with Mastra AI

LlamaIndex

Use Raisely MCP with LlamaIndex

CrewAI

Use Raisely MCP with CrewAI

MORE TOOLKITS

Explore Other Toolkits

Toolkit marketplace

Gmail

Oauth2

Gmail is Google's email service with powerful spam protection, search, and G Suite integration. It keeps your inbox organized and makes communication fast and reliable.

Google Calendar

Oauth2

Google Calendar is a time management service for scheduling meetings, events, and reminders. It streamlines personal and team organization with integrated notifications and sharing options.

Google Drive

Oauth2

Google Drive is a cloud storage platform for uploading, sharing, and collaborating on files. It's perfect for keeping your documents accessible and organized across devices.

Outlook

Oauth2S2s Oauth2

Outlook is Microsoft's email and calendaring platform for unified communications and scheduling. It helps users stay organized with powerful email, contacts, and calendar management.

FAQ

Frequently asked questions

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

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

Start with Raisely.It takes 30 seconds.

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

Start building

Customer stories

Teams ship real agents on Composio

GET STARTED FOR FREE BOOK A DEMO

Karan skipped his own birthday party to fix our critical issue. It was 10pm and he diverted his Waymo to help us instead. This really sets the bar — it shows the commitment you need when users rely on your software.

Harsha Gaddipati

Co-founder, Slashy

A lot of students tell us that the moment their connected tools start talking to each other inside Opennote feels almost magical. The agent just knows them, and it's immensely helped keep new users on the platform.

Abhi Arya

Co-founder, Opennote

We chose Composio over Pipedream because it delivered depth where it mattered — niche tools and tricky edge cases other platforms simply ignored. That gave us confidence to scale without compromising.

Nirman Dave

CEO, Zams

As a solo builder, shipping fast is life or death. The only way I can outcompete incumbents is by outmanoeuvring them. Getting bogged down managing agent auth would have been a death sentence.

Ryan Yu

Founder, Extra Thursday

Before Composio, adding tool integrations was slow and resource-intensive. Each one could take weeks of engineering time, and maintaining them meant constantly keeping up with API changes.

Tomisin Jenrola

Founder & CEO, SwarmZero

With hands-on help from their founder, we integrated Gmail and Google Drive in just 30 minutes. This level of personal support and commitment is exactly what startups should strive for.

Jerome Leclanche

Co-Founder, Ingram Technologies

How to integrate Raisely MCP with LangChain

Connect Raisely without auth hassles

Introduction

Also integrate Raisely with

TL;DR

What is LangChain?

What is the Raisely 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

How to build Raisely MCP Agent with another framework

OpenAI Agents SDK

Claude Agent SDK

Claude Code

Claude Cowork

Codex

OpenClaw

Hermes

CLI

Google ADK

Vercel AI SDK

Mastra AI

LlamaIndex

CrewAI

Explore Other Toolkits

Gmail

Google Calendar

Google Drive

Outlook

Frequently asked questions

What are the differences in Tool Router MCP and Raisely MCP?+

Can I use Tool Router MCP with LangChain?+

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

How safe is my data with Composio Tool Router?+

Start with Raisely.It takes 30 seconds.

Teams ship real agents on Composio