How to integrate Contentful MCP with Autogen

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Introduction

This guide walks you through connecting Contentful to AutoGen 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 AutoGen 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

TL;DR

Here's what you'll learn:
  • Get and set up your OpenAI and Composio API keys
  • Install the required dependencies for Autogen and Composio
  • Initialize Composio and create a Tool Router session for Contentful
  • Wire that MCP URL into Autogen using McpWorkbench and StreamableHttpServerParams
  • Configure an Autogen AssistantAgent that can call Contentful tools
  • Run a live chat loop where you ask the agent to perform Contentful operations

What is AutoGen?

Autogen is a framework for building multi-agent conversational AI systems from Microsoft. It enables you to create agents that can collaborate, use tools, and maintain complex workflows.

Key features include:

  • Multi-Agent Systems: Build collaborative agent workflows
  • MCP Workbench: Native support for Model Context Protocol tools
  • Streaming HTTP: Connect to external services through streamable HTTP
  • AssistantAgent: Pre-built agent class for tool-using assistants

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.

Supported Tools & Triggers

Tools
Activate Content TypeActivates (publishes) a content type in Contentful.
Archive AssetTool to archive an asset in Contentful.
Archive EntryTool to archive an entry in Contentful.
Archive ReleaseTool to archive a release in Contentful.
Create App Signing KeyTool to generate an app signing key for a Contentful app definition.
Create Content TypeTool to create a new content type in a Contentful environment.
Create Entry TaskTool to create a task on a Contentful entry.
Create EnvironmentTool to create a new environment within a Contentful space.
Create App Access GrantCreates an access grant for an app definition to allow organizations to install the app.
Create Organizations App DefinitionsTool to create a new app definition in a Contentful organization.
Create App Definition ActionTool to create an action for a Contentful app definition.
Create Organization InvitationCreate an invitation to an organization in Contentful (alpha feature).
Create Organizations Security ContactsCreates a security contact for a specific organization.
Create Organizations Taxonomy ConceptsTool to create a new taxonomy concept in a Contentful organization.
Create Organizations Taxonomy Concept SchemesTool to create a new taxonomy concept scheme in an organization.
Create ReleaseTool to create a new release in Contentful.
Create Delivery API KeyTool to create a new Delivery API key for a Contentful space.
Create AssetTool to create a new asset in a Contentful space environment.
Create EntryTool to create a new entry in a Contentful space environment.
Create Entry CommentTool to create a comment on an entry in Contentful.
Create ExtensionTool to create a new UI extension within a Contentful space and environment.
Create Scheduled ActionTool to create a scheduled action for publishing or unpublishing entries/assets in Contentful.
Delete AssetDeletes an asset by ID from a Contentful environment.
Delete Content TypeDeletes a content type by ID from a Contentful environment.
Delete EntryDeletes an entry by ID from a Contentful environment.
Delete EnvironmentDeletes an environment by ID from a Contentful space.
Delete ExtensionDeletes an extension by ID from a Contentful environment.
Delete App Event SubscriptionDeletes an app event subscription from a Contentful organization.
Delete App Definition DetailsTool to delete app definition details for an organization in Contentful.
Delete App KeyTool to delete an app key from an app definition in a Contentful organization.
Delete App Definition Signing SecretTool to remove the current app signing secret from an app definition.
Delete Organization Security ContactDeletes a security contact from a Contentful organization.
Delete ReleaseDeletes a release by ID from a Contentful environment.
Delete Scheduled ActionCancels a scheduled action by ID in Contentful.
Delete Space MembershipDeletes a space membership by ID from a Contentful space.
Delete Delivery API KeyTool to delete a single Delivery API key from a Contentful space.
Delete Spaces UploadDeletes an upload by ID from a Contentful space.
Delete TagDeletes a tag by ID from a Contentful environment.
Get App BundleRetrieves details of a specific app bundle by its ID.
Get App DefinitionTool to retrieve details of a specific app definition by its ID.
Get AssetTool to retrieve a single asset from a Contentful environment by its ID.
Get Content TypesRetrieves all content types in a Contentful environment.
Get Content Type SnapshotTool to retrieve a snapshot of a content type by snapshot ID.
Get Content Type SnapshotsTool to get all snapshots of a content type in Contentful.
Get Editor InterfaceTool to retrieve the editor interface configuration for a content type.
Get Entry CommentTool to retrieve a specific comment from an entry in Contentful.
Get Entry ReferencesTool to retrieve references to a specific entry in Contentful.
Get Entry SnapshotsTool to get all snapshots of an entry in Contentful.
Get EnvironmentTool to retrieve details of a specific environment by its ID within a space.
Get OrganizationRetrieves details of a specific organization by its ID.
Get Organization Access GrantRetrieves the access grant status for a specific organization.
Get OrganizationsTool to get all organizations an account has access to in Contentful.
Get Organizations AI ProvidersRetrieves all AI providers configured for an organization in Contentful.
Get Organization App Actions CategoriesRetrieves app action categories for a Contentful organization.
Get App Event SubscriptionTool to retrieve details of an app event subscription by organization and app definition ID.
Get Organizations App DefinitionsRetrieves all app definitions for a specific organization.
Get Organizations App Definitions Access GrantsGet all app access grants for a specific app definition within an organization.
Get App Definition ActionsTool to get all actions of an app definition within an organization.
Get App Action DetailsTool to read a specific app action from an app definition within an organization.
Get App Definition App BundlesTool to get all app bundles for a specific app definition within an organization.
Get App Definition FunctionsTool to get all functions of an app definition within an organization.
Get App Definition KeysTool to retrieve all app keys for a specific app definition in a Contentful organization.
Get App Definition Signing SecretTool to retrieve the current app signing secret for an app definition.
Get Organization EnablementsRetrieves feature enablements for a specific organization in Contentful.
Get Organization InvitationRetrieves a single invitation for an organization (alpha).
Get Organization Periodic UsagesTool to get organization periodic usage statistics.
Get Organization RolesRetrieves all space roles in an organization.
Get Organization Security ContactsRetrieves security contacts for a specific organization that an admin or owner has access to.
Get Organizations Space EnablementsRetrieves all space enablements for a specific organization.
Get Organizations Space Periodic UsagesTool to retrieve space periodic usage data for an organization.
Get Organizations Taxonomy ConceptsRetrieves all taxonomy concepts for an organization in Contentful.
Get Taxonomy Concept AncestorsRetrieves the list of ancestor concepts for a specific taxonomy concept.
Get Organizations Taxonomy Concept SchemesTool to retrieve all taxonomy concept schemes from an organization.
Get Taxonomy Concept SchemeTool to retrieve a specific taxonomy concept scheme from an organization.
Get Organizations Taxonomy Concept Schemes TotalRetrieves the total count of taxonomy concept schemes for a specific organization.
Get Organizations Taxonomy Concepts TotalRetrieves the total count of taxonomy concepts for a specific organization.
Get ReleaseTool to get a single release by ID from Contentful.
Get spaceRetrieves metadata of a specific space by its ID.
Get Space MembershipsTool to get all space memberships in a Contentful space.
Get Delivery API KeysTool to retrieve all Delivery API keys for a specific Contentful space.
Get Space EnvironmentsRetrieves all environments of a space in Contentful.
List App InstallationsLists all app installations in a specific Contentful environment.
Get All AssetsRetrieves all assets from a specific environment in a Contentful space.
Get Space Environment LocalesTool to retrieve all locales of a space environment in Contentful.
Get App Installation FunctionsTool to get all functions for an app installation in a Contentful environment.
Get Authenticated UserTool to retrieve information about the currently authenticated user.
List EntriesTool to retrieve all entries from a Contentful space environment.
List spacesLists all spaces that the authenticated user has access to in Contentful.
Get All Space RolesTool to retrieve all roles from a Contentful space.
Publish EntryTool to publish an entry in Contentful, making it available via the Content Delivery API.
Query Asset CollectionTool to retrieve multiple assets with pagination and filtering via GraphQL API.
Query GraphQL Content Type CollectionTool to query a collection of entries for a specific content type using GraphQL.
Update App DefinitionTool to update an app definition by ID in a Contentful organization.
Update Editor InterfaceTool to update the editor interface configuration for a content type.
Update EntryTool to create or update an entry in a Contentful space environment.
Update App Event SubscriptionTool to update or create an app event subscription in a Contentful organization.
Update App Definition ActionTool to update an action for a Contentful app definition.
Update App Definition DetailsTool to create or update app definition details for an organization in Contentful.
Update App Definition Signing SecretTool to create or overwrite the app signing secret for an app definition.
Update Organization EnablementsUpdates feature enablements for a specific organization in Contentful.
Update Organization Security ContactUpdates an organization security contact that an admin or owner has access to.
Update Organizations Taxonomy ConceptsTool to create or update a taxonomy concept with a user-defined ID in a Contentful organization.
Update Organizations Taxonomy Concept SchemesTool to create or update a taxonomy concept scheme with a user-defined ID in an organization.
Update spaceUpdates the name of a specific space.
Update TagCreates or updates a tag in a Contentful environment.
Validate Bulk ActionTool to validate a bulk action before executing it.

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

Prerequisites

You will need:

  • A Composio API key
  • An OpenAI API key (used by Autogen's OpenAIChatCompletionClient)
  • A Contentful account you can connect to Composio
  • Some basic familiarity with Autogen and Python async

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

bash
pip install composio python-dotenv
pip install autogen-agentchat autogen-ext-openai autogen-ext-tools

Install Composio, Autogen extensions, and dotenv.

What's happening:

  • composio connects your agent to Contentful via MCP
  • autogen-agentchat provides the AssistantAgent class
  • autogen-ext-openai provides the OpenAI model client
  • autogen-ext-tools provides MCP workbench support

Set up environment variables

bash
COMPOSIO_API_KEY=your-composio-api-key
OPENAI_API_KEY=your-openai-api-key
USER_ID=your-user-identifier@example.com

Create a .env file in your project folder.

What's happening:

  • COMPOSIO_API_KEY is required to talk to Composio
  • OPENAI_API_KEY is used by Autogen's OpenAI client
  • USER_ID is how Composio identifies which user's Contentful connections to use

Import dependencies and create Tool Router session

python
import asyncio
import os
from dotenv import load_dotenv
from composio import Composio

from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient
from autogen_ext.tools.mcp import McpWorkbench, StreamableHttpServerParams

load_dotenv()

async def main():
    # Initialize Composio and create a Contentful session
    composio = Composio(api_key=os.getenv("COMPOSIO_API_KEY"))
    session = composio.create(
        user_id=os.getenv("USER_ID"),
        toolkits=["contentful"]
    )
    url = session.mcp.url
What's happening:
  • load_dotenv() reads your .env file
  • Composio(api_key=...) initializes the SDK
  • create(...) creates a Tool Router session that exposes Contentful tools
  • session.mcp.url is the MCP endpoint that Autogen will connect to

Configure MCP parameters for Autogen

python
# Configure MCP server parameters for Streamable HTTP
server_params = StreamableHttpServerParams(
    url=url,
    timeout=30.0,
    sse_read_timeout=300.0,
    terminate_on_close=True,
    headers={"x-api-key": os.getenv("COMPOSIO_API_KEY")}
)

Autogen expects parameters describing how to talk to the MCP server. That is what StreamableHttpServerParams is for.

What's happening:

  • url points to the Tool Router MCP endpoint from Composio
  • timeout is the HTTP timeout for requests
  • sse_read_timeout controls how long to wait when streaming responses
  • terminate_on_close=True cleans up the MCP server process when the workbench is closed

Create the model client and agent

python
# Create model client
model_client = OpenAIChatCompletionClient(
    model="gpt-5",
    api_key=os.getenv("OPENAI_API_KEY")
)

# Use McpWorkbench as context manager
async with McpWorkbench(server_params) as workbench:
    # Create Contentful assistant agent with MCP tools
    agent = AssistantAgent(
        name="contentful_assistant",
        description="An AI assistant that helps with Contentful operations.",
        model_client=model_client,
        workbench=workbench,
        model_client_stream=True,
        max_tool_iterations=10
    )

What's happening:

  • OpenAIChatCompletionClient wraps the OpenAI model for Autogen
  • McpWorkbench connects the agent to the MCP tools
  • AssistantAgent is configured with the Contentful tools from the workbench

Run the interactive chat loop

python
print("Chat started! Type 'exit' or 'quit' to end the conversation.\n")
print("Ask any Contentful related question or task to the agent.\n")

# Conversation loop
while True:
    user_input = input("You: ").strip()

    if user_input.lower() in ["exit", "quit", "bye"]:
        print("\nGoodbye!")
        break

    if not user_input:
        continue

    print("\nAgent is thinking...\n")

    # Run the agent with streaming
    try:
        response_text = ""
        async for message in agent.run_stream(task=user_input):
            if hasattr(message, "content") and message.content:
                response_text = message.content

        # Print the final response
        if response_text:
            print(f"Agent: {response_text}\n")
        else:
            print("Agent: I encountered an issue processing your request.\n")

    except Exception as e:
        print(f"Agent: Sorry, I encountered an error: {str(e)}\n")
What's happening:
  • The script prompts you in a loop with You:
  • Autogen passes your input to the model, which decides which Contentful tools to call via MCP
  • agent.run_stream(...) yields streaming messages as the agent thinks and calls tools
  • Typing exit, quit, or bye ends the loop

Complete Code

Here's the complete code to get you started with Contentful and AutoGen:

python
import asyncio
import os
from dotenv import load_dotenv
from composio import Composio

from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient
from autogen_ext.tools.mcp import McpWorkbench, StreamableHttpServerParams

load_dotenv()

async def main():
    # Initialize Composio and create a Contentful session
    composio = Composio(api_key=os.getenv("COMPOSIO_API_KEY"))
    session = composio.create(
        user_id=os.getenv("USER_ID"),
        toolkits=["contentful"]
    )
    url = session.mcp.url

    # Configure MCP server parameters for Streamable HTTP
    server_params = StreamableHttpServerParams(
        url=url,
        timeout=30.0,
        sse_read_timeout=300.0,
        terminate_on_close=True,
        headers={"x-api-key": os.getenv("COMPOSIO_API_KEY")}
    )

    # Create model client
    model_client = OpenAIChatCompletionClient(
        model="gpt-5",
        api_key=os.getenv("OPENAI_API_KEY")
    )

    # Use McpWorkbench as context manager
    async with McpWorkbench(server_params) as workbench:
        # Create Contentful assistant agent with MCP tools
        agent = AssistantAgent(
            name="contentful_assistant",
            description="An AI assistant that helps with Contentful operations.",
            model_client=model_client,
            workbench=workbench,
            model_client_stream=True,
            max_tool_iterations=10
        )

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

        # Conversation loop
        while True:
            user_input = input("You: ").strip()

            if user_input.lower() in ['exit', 'quit', 'bye']:
                print("\nGoodbye!")
                break

            if not user_input:
                continue

            print("\nAgent is thinking...\n")

            # Run the agent with streaming
            try:
                response_text = ""
                async for message in agent.run_stream(task=user_input):
                    if hasattr(message, 'content') and message.content:
                        response_text = message.content

                # Print the final response
                if response_text:
                    print(f"Agent: {response_text}\n")
                else:
                    print("Agent: I encountered an issue processing your request.\n")

            except Exception as e:
                print(f"Agent: Sorry, I encountered an error: {str(e)}\n")

if __name__ == "__main__":
    asyncio.run(main())

Conclusion

You now have an Autogen assistant wired into Contentful through Composio's Tool Router and MCP. From here you can:
  • Add more toolkits to the toolkits list, for example notion or hubspot
  • Refine the agent description to point it at specific workflows
  • Wrap this script behind a UI, Slack bot, or internal tool
Once the pattern is clear for Contentful, you can reuse the same structure for other MCP-enabled apps with minimal code changes.

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FAQ

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

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.

Can I use Tool Router MCP with Autogen?

Yes, you can. Autogen 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.

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

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.

How safe is my data with Composio Tool Router?

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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