How to integrate Contentful MCP with LangChain

This guide walks you through connecting Contentful to LangChain using the Composio tool router. By the end, you'll have a working Contentful agent that can list all contentful spaces i manage, get details for the 'marketing' space, update the name of your blog space through natural language commands. This guide will help you understand how to give your LangChain agent real control over a Contentful account through Composio's Contentful MCP server. Before we dive in, let's take a quick look at the key ideas and tools involved.

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Contentful is a headless CMS for creating, managing, and distributing content via API. It's built for flexibility, letting teams publish anywhere from websites to apps with speed and consistency.

106 Tools

Introduction

This guide walks you through connecting Contentful to LangChain using the Composio tool router. By the end, you'll have a working Contentful agent that can list all contentful spaces i manage, get details for the 'marketing' space, update the name of your blog space through natural language commands.

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

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

Also integrate Contentful with

OpenAI Agents SDKClaude Agent SDKClaude CodeClaude CoworkCodexOpenClawHermesCLIGoogle ADKVercel AI SDKMastra AILlamaIndexCrewAI

TL;DR

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

The Contentful MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Contentful account. It provides structured and secure access to your Contentful spaces, so your agent can perform actions like listing spaces, retrieving space details, and updating space information on your behalf.

  • List all available spaces: Quickly fetch a comprehensive list of all Contentful spaces you have access to, making it easier to choose where to manage or publish content.
  • Retrieve detailed space information: Ask your agent to pull up full details about any specific Contentful space, including metadata and configuration—great for audits or content planning.
  • Update space names safely: Let your agent rename a space by handling version checks and updates for you, ensuring your workspace stays organized and accurately labeled.
  • Streamline space management: Automate repetitive space-related tasks, like checking which spaces are available or updating their names, so you can focus on content creation.

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 Contentful 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 Contentful 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: ['contentful']
    }
);

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

Configure the agent with the MCP URL

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

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

Activate Content Type

Activates (publishes) a content type in Contentful.

Archive Asset

Tool to archive an asset in Contentful.

Archive Entry

Tool to archive an entry in Contentful.

Archive Release

Tool to archive a release in Contentful.

Create App Signing Key

Tool to generate an app signing key for a Contentful app definition.

Create Content Type

Tool to create a new content type in a Contentful environment.

Create Entry Task

Tool to create a task on a Contentful entry.

Create Environment

Tool to create a new environment within a Contentful space.

Create App Access Grant

Creates an access grant for an app definition to allow organizations to install the app.

Create Organizations App Definitions

Tool to create a new app definition in a Contentful organization.

Create App Definition Action

Tool to create an action for a Contentful app definition.

Create Organization Invitation

Create an invitation to an organization in Contentful (alpha feature).

Create Organizations Security Contacts

Creates a security contact for a specific organization.

Create Organizations Taxonomy Concepts

Tool to create a new taxonomy concept in a Contentful organization.

Create Organizations Taxonomy Concept Schemes

Tool to create a new taxonomy concept scheme in an organization.

Create Release

Tool to create a new release in Contentful.

Create Delivery API Key

Tool to create a new Delivery API key for a Contentful space.

Create Asset

Tool to create a new asset in a Contentful space environment.

Create Entry

Tool to create a new entry in a Contentful space environment.

Create Entry Comment

Tool to create a comment on an entry in Contentful.

Create Extension

Tool to create a new UI extension within a Contentful space and environment.

Create Scheduled Action

Tool to create a scheduled action for publishing or unpublishing entries/assets in Contentful.

Delete Asset

Deletes an asset by ID from a Contentful environment.

Delete Content Type

Deletes a content type by ID from a Contentful environment.

Delete Entry

Deletes an entry by ID from a Contentful environment.

Delete Environment

Deletes an environment by ID from a Contentful space.

Delete Extension

Deletes an extension by ID from a Contentful environment.

Delete App Event Subscription

Deletes an app event subscription from a Contentful organization.

Delete App Definition Details

Tool to delete app definition details for an organization in Contentful.

Delete App Key

Tool to delete an app key from an app definition in a Contentful organization.

Delete App Definition Signing Secret

Tool to remove the current app signing secret from an app definition.

Delete Organization Security Contact

Deletes a security contact from a Contentful organization.

Delete Release

Deletes a release by ID from a Contentful environment.

Delete Scheduled Action

Cancels a scheduled action by ID in Contentful.

Delete Space Membership

Deletes a space membership by ID from a Contentful space.

Delete Delivery API Key

Tool to delete a single Delivery API key from a Contentful space.

Delete Spaces Upload

Deletes an upload by ID from a Contentful space.

Delete Tag

Deletes a tag by ID from a Contentful environment.

Get App Bundle

Retrieves details of a specific app bundle by its ID.

Get App Definition

Tool to retrieve details of a specific app definition by its ID.

Get Asset

Tool to retrieve a single asset from a Contentful environment by its ID.

Get Content Types

Retrieves all content types in a Contentful environment.

Get Content Type Snapshot

Tool to retrieve a snapshot of a content type by snapshot ID.

Get Content Type Snapshots

Tool to get all snapshots of a content type in Contentful.

Get Editor Interface

Tool to retrieve the editor interface configuration for a content type.

Get Entry Comment

Tool to retrieve a specific comment from an entry in Contentful.

Get Entry References

Tool to retrieve references to a specific entry in Contentful.

Get Entry Snapshots

Tool to get all snapshots of an entry in Contentful.

Get Environment

Tool to retrieve details of a specific environment by its ID within a space.

Get Organization

Retrieves details of a specific organization by its ID.

Get Organization Access Grant

Retrieves the access grant status for a specific organization.

Get Organizations

Tool to get all organizations an account has access to in Contentful.

Get Organizations AI Providers

Retrieves all AI providers configured for an organization in Contentful.

Get Organization App Actions Categories

Retrieves app action categories for a Contentful organization.

Get App Event Subscription

Tool to retrieve details of an app event subscription by organization and app definition ID.

Get Organizations App Definitions

Retrieves all app definitions for a specific organization.

Get Organizations App Definitions Access Grants

Get all app access grants for a specific app definition within an organization.

Get App Definition Actions

Tool to get all actions of an app definition within an organization.

Get App Action Details

Tool to read a specific app action from an app definition within an organization.

Get App Definition App Bundles

Tool to get all app bundles for a specific app definition within an organization.

Get App Definition Functions

Tool to get all functions of an app definition within an organization.

Get App Definition Keys

Tool to retrieve all app keys for a specific app definition in a Contentful organization.

Get App Definition Signing Secret

Tool to retrieve the current app signing secret for an app definition.

Get Organization Enablements

Retrieves feature enablements for a specific organization in Contentful.

Get Organization Invitation

Retrieves a single invitation for an organization (alpha).

Get Organization Periodic Usages

Tool to get organization periodic usage statistics.

Get Organization Roles

Retrieves all space roles in an organization.

Get Organization Security Contacts

Retrieves security contacts for a specific organization that an admin or owner has access to.

Get Organizations Space Enablements

Retrieves all space enablements for a specific organization.

Get Organizations Space Periodic Usages

Tool to retrieve space periodic usage data for an organization.

Get Organizations Taxonomy Concepts

Retrieves all taxonomy concepts for an organization in Contentful.

Get Taxonomy Concept Ancestors

Retrieves the list of ancestor concepts for a specific taxonomy concept.

Get Organizations Taxonomy Concept Schemes

Tool to retrieve all taxonomy concept schemes from an organization.

Get Taxonomy Concept Scheme

Tool to retrieve a specific taxonomy concept scheme from an organization.

Get Organizations Taxonomy Concept Schemes Total

Retrieves the total count of taxonomy concept schemes for a specific organization.

Get Organizations Taxonomy Concepts Total

Retrieves the total count of taxonomy concepts for a specific organization.

Get Release

Tool to get a single release by ID from Contentful.

Get space

Retrieves metadata of a specific space by its ID.

Get Space Memberships

Tool to get all space memberships in a Contentful space.

Get Delivery API Keys

Tool to retrieve all Delivery API keys for a specific Contentful space.

Get Space Environments

Retrieves all environments of a space in Contentful.

List App Installations

Lists all app installations in a specific Contentful environment.

Get All Assets

Retrieves all assets from a specific environment in a Contentful space.

Get Space Environment Locales

Tool to retrieve all locales of a space environment in Contentful.

Get App Installation Functions

Tool to get all functions for an app installation in a Contentful environment.

Get Authenticated User

Tool to retrieve information about the currently authenticated user.

List Entries

Tool to retrieve all entries from a Contentful space environment.

List spaces

Lists all spaces that the authenticated user has access to in Contentful.

Get All Space Roles

Tool to retrieve all roles from a Contentful space.

Publish Entry

Tool to publish an entry in Contentful, making it available via the Content Delivery API.

Query Asset Collection

Tool to retrieve multiple assets with pagination and filtering via GraphQL API.

Query GraphQL Content Type Collection

Tool to query a collection of entries for a specific content type using GraphQL.

Update App Definition

Tool to update an app definition by ID in a Contentful organization.

Update Editor Interface

Tool to update the editor interface configuration for a content type.

Update Entry

Tool to create or update an entry in a Contentful space environment.

Update App Event Subscription

Tool to update or create an app event subscription in a Contentful organization.

Update App Definition Action

Tool to update an action for a Contentful app definition.

Update App Definition Details

Tool to create or update app definition details for an organization in Contentful.

Update App Definition Signing Secret

Tool to create or overwrite the app signing secret for an app definition.

Update Organization Enablements

Updates feature enablements for a specific organization in Contentful.

Update Organization Security Contact

Updates an organization security contact that an admin or owner has access to.

Update Organizations Taxonomy Concepts

Tool to create or update a taxonomy concept with a user-defined ID in a Contentful organization.

Update Organizations Taxonomy Concept Schemes

Tool to create or update a taxonomy concept scheme with a user-defined ID in an organization.

Update space

Updates the name of a specific space.

Update Tag

Creates or updates a tag in a Contentful environment.

Validate Bulk Action

Tool to validate a bulk action before executing it.

FRAMEWORKS

How to build Contentful MCP Agent with another framework

OpenAI Agents SDK logo

OpenAI Agents SDK

Use Contentful MCP with OpenAI Agents SDK

Claude Agent SDK logo

Claude Agent SDK

Use Contentful MCP with Claude Agent SDK

Claude Code logo

Claude Code

Use Contentful MCP with Claude Code

Claude Cowork logo

Claude Cowork

Use Contentful MCP with Claude Cowork

Codex logo

Codex

Use Contentful MCP with Codex

OpenClaw logo

OpenClaw

Use Contentful MCP with OpenClaw

Hermes logo

Hermes

Use Contentful MCP with Hermes

CLI logo

CLI

Use Contentful MCP with CLI

Google ADK logo

Google ADK

Use Contentful MCP with Google ADK

Vercel AI SDK logo

Vercel AI SDK

Use Contentful MCP with Vercel AI SDK

Mastra AI logo

Mastra AI

Use Contentful MCP with Mastra AI

LlamaIndex logo

LlamaIndex

Use Contentful MCP with LlamaIndex

CrewAI logo

CrewAI

Use Contentful MCP with CrewAI

FAQ

Frequently asked questions

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

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

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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.

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