How to integrate Spotify MCP with Autogen

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Introduction

This guide walks you through connecting Spotify to AutoGen using the Composio tool router. By the end, you'll have a working Spotify agent that can add these songs to my running playlist, check if i follow taylor swift, see if my friends follow my playlist, verify if i saved this album already through natural language commands.

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

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

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 Spotify
  • Wire that MCP URL into Autogen using McpWorkbench and StreamableHttpServerParams
  • Configure an Autogen AssistantAgent that can call Spotify tools
  • Run a live chat loop where you ask the agent to perform Spotify 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 Spotify MCP server, and what's possible with it?

The Spotify MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Spotify account. It provides structured and secure access to your playlists, music library, and playback controls, so your agent can perform actions like managing playlists, adding songs to your queue, checking saved tracks, and updating playlist details on your behalf.

  • Personalized playlist management: Let your agent add songs or podcasts to playlists, change playlist details like name or privacy settings, and keep your music organized just how you like it.
  • Playback control and queue updates: Direct your agent to add tracks or episodes to your current playback queue, helping you line up the perfect listening experience without lifting a finger.
  • Library checks and smart recommendations: Have your agent check if specific tracks, albums, shows, or audiobooks are already saved in your Spotify library, so you never add duplicates or miss out on favorites.
  • Social and follower insights: Ask your agent to check whether you or others are following certain artists, users, or playlists, making it easy to stay connected to your musical community.
  • Podcast and show management: Let your agent verify which podcast episodes or shows are in your library, ensuring you’re always up to date with your latest audio interests.

Supported Tools & Triggers

Tools
Triggers
Add items to playlistAdd one or more items to a user's playlist.
Add item to playback queueAdd an item to the end of the user's current playback queue.
Change playlist detailsChange a playlist's name and public/private state.
Check if user follows artists or usersCheck to see if the current user is following one or more artists or other spotify users.
Check if users follow playlistCheck to see if one or more spotify users are following a specified playlist.
Check user s saved albumsCheck if one or more albums is already saved in the current spotify user's 'your music' library.
Check user s saved audiobooksCheck if one or more audiobooks are already saved in the current spotify user's library.
Check user s saved episodesThis spotify api endpoint (in beta) checks if episodes are saved in a user's library.
Check user s saved showsCheck if one or more shows is already saved in the current spotify user's library.
Check user s saved tracksCheck if one or more tracks is already saved in the current spotify user's 'your music' library.
Create playlistCreate a playlist for a spotify user.
Follow artists or usersAdd the current user as a follower of one or more artists or other spotify users.
Follow playlistAdd the current user as a follower of a playlist.
Get a chapterGet spotify catalog information for a single audiobook chapter.
Get albumGet spotify catalog information for a single album.
Get album tracksGet spotify catalog information about an album’s tracks.
Get an audiobookGet spotify catalog information for a single audiobook.
Get artistGet spotify catalog information for a single artist identified by their unique spotify id.
Get artist s albumsGet spotify catalog information about an artist's albums.
Get artist s related artistsGet spotify catalog information about artists similar to a given artist.
Get artist s top tracksGet spotify catalog information about an artist's top tracks by country.
Get audiobook chaptersGet spotify catalog information about an audiobook's chapters.
Get available devicesGet information about a user’s available spotify connect devices.
Get available genre seedsRetrieve a list of available genres seed parameter values for [recommendations](/documentation/web-api/reference/get-recommendations).
Get available marketsGet the list of markets where spotify is available.
Get category s playlistsGet a list of spotify playlists tagged with a particular category.
Get currently playing trackGet the object currently being played on the user's spotify account.
Get current user s playlistsGet a list of the playlists owned or followed by the current spotify user.
Get current user s profileGet detailed profile information about the current user (including the current user's username).
Get episodeGet spotify catalog information for a single episode identified by its unique spotify id.
Get featured playlistsGet a list of spotify featured playlists (shown, for example, on a spotify player's 'browse' tab).
Get followed artistsGet the current user's followed artists.
Get new releasesGet a list of new album releases featured in spotify (shown, for example, on a spotify player’s “browse” tab).
Get playback stateGet information about the user’s current playback state, including track or episode, progress, and active device.
Get playlistGet a playlist owned by a spotify user.
Get playlist cover imageGet the current image associated with a specific playlist.
Get playlist itemsGet full details of the items of a playlist owned by a spotify user.
Get recently played tracksGet tracks from the current user's recently played tracks.
Get recommendationsRecommendations are based on seed entity data, matched with similar artists and tracks.
Get several albumsGet spotify catalog information for multiple albums identified by their spotify ids.
Get several artistsGet spotify catalog information for several artists based on their spotify ids.
Get several audiobooksGet spotify catalog information for several audiobooks identified by their spotify ids.
Get several browse categoriesGet a list of categories used to tag items in spotify (on, for example, the spotify player’s “browse” tab).
Get several chaptersGet spotify catalog information for several audiobook chapters identified by their spotify ids.
Get several episodesGet spotify catalog information for several episodes based on their spotify ids.
Get several showsGet spotify catalog information for several shows based on their spotify ids.
Get several tracksGet spotify catalog information for multiple tracks based on their spotify ids.
Get several tracks audio featuresGet audio features for multiple tracks based on their spotify ids.
Get showGet spotify catalog information for a single show identified by its unique spotify id.
Get show episodesGet spotify catalog information about an show’s episodes.
Get single browse categoryGet a single category used to tag items in spotify (on, for example, the spotify player’s “browse” tab).
Get the user s queueGet the list of objects that make up the user's queue.
Get trackGet spotify catalog information for a single track identified by its unique spotify id.
Get track s audio analysisGet a low-level audio analysis for a track in the spotify catalog.
Get track s audio featuresGet audio feature information for a single track identified by its unique spotify id.
Get user s playlistsGet a list of the playlists owned or followed by a spotify user.
Get user s profileGet public profile information about a spotify user.
Get user s saved albumsGet a list of the albums saved in the current spotify user's 'your music' library.
Get user s saved audiobooksGet a list of the audiobooks saved in the current spotify user's 'your music' library.
Get user s saved episodesThis api endpoint, currently in beta, allows retrieving episodes saved in a spotify user's library.
Get user s saved showsGet a list of shows saved in the current spotify user's library.
Get user s saved tracksGet a list of the songs saved in the current spotify user's 'your music' library.
Get user s top artistsGet the current user's top artists based on calculated affinity.
Get user s top tracksGet the current user's top tracks based on calculated affinity.
Pause playbackPause playback on the user's account.
Remove playlist itemsRemove one or more items from a user's playlist.
Remove users saved albumsRemove one or more albums from the current user's 'your music' library.
Remove user s saved audiobooksRemove one or more audiobooks from the spotify user's library.
Remove user s saved episodesThis api endpoint, currently in beta, allows for the removal of episodes from a user's library and may change without notice.
Remove user s saved showsDelete one or more shows from current spotify user's library.
Remove user s saved tracksRemove one or more tracks from the current user's 'your music' library.
Save albums for current userSave one or more albums to the current user's 'your music' library.
Save audiobooks for current userSave one or more audiobooks to the current spotify user's library.
Save episodes for current userThis api endpoint, currently in beta, allows saving episodes to a user's library.
Save shows for current userSave one or more shows to current spotify user's library.
Save tracks for current userSave one or more tracks to the current user's 'your music' library.
Search for itemGet spotify catalog information about albums, artists, playlists, tracks, shows, episodes or audiobooks that match a keyword string.
Seek to positionSeeks to the given position in the user’s currently playing track.
Set playback volumeSet the volume for the user’s current playback device.
Set repeat modeSet the repeat mode for the user's playback.
Skip to nextSkips to next track in the user’s queue.
Skip to previousSkips to previous track in the user’s queue.
Start resume playbackStart a new context or resume current playback on the user's active device.
Toggle playback shuffleToggle shuffle on or off for user’s playback.
Transfer playbackTransfer playback to a new device and optionally begin playback.
Unfollow artists or usersRemove the current user as a follower of one or more artists or other spotify users.
Unfollow playlistRemove the current user as a follower of a playlist.
Update playlist itemsTo modify a playlist, use rearrange (with `range start`, `insert before`, `range length`, `snapshot id`) or replace items (`uris` in body/query).

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

What is Tool Router?

Composio's Tool Router 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 Tool Router

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

How the Tool Router works

The Tool Router 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 Spotify 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 Spotify 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 Spotify 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 Spotify session
    composio = Composio(api_key=os.getenv("COMPOSIO_API_KEY"))
    session = composio.create(
        user_id=os.getenv("USER_ID"),
        toolkits=["spotify"]
    )
    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 Spotify 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 Spotify assistant agent with MCP tools
    agent = AssistantAgent(
        name="spotify_assistant",
        description="An AI assistant that helps with Spotify 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 Spotify 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 Spotify 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 Spotify 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 Spotify and AutoGen:

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 Spotify session
    composio = Composio(api_key=os.getenv("COMPOSIO_API_KEY"))
    session = composio.create(
        user_id=os.getenv("USER_ID"),
        toolkits=["spotify"]
    )
    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 Spotify assistant agent with MCP tools
        agent = AssistantAgent(
            name="spotify_assistant",
            description="An AI assistant that helps with Spotify 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 Spotify 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 Spotify 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 Spotify, you can reuse the same structure for other MCP-enabled apps with minimal code changes.

How to build Spotify MCP Agent with another framework

OpenAI Agents SDK

OpenAI Agents SDK

Use Spotify MCP with OpenAI Agents SDK

Claude Agent SDK

Claude Agent SDK

Use Spotify MCP with Claude Agent SDK

Google ADK

Google ADK

Use Spotify MCP with Google ADK

LangChain

LangChain

Use Spotify MCP with LangChain

Vercel AI SDK

Vercel AI SDK

Use Spotify MCP with Vercel AI SDK

Mastra AI

Mastra AI

Use Spotify MCP with Mastra AI

LlamaIndex

LlamaIndex

Use Spotify MCP with LlamaIndex

CrewAI

CrewAI

Use Spotify MCP with CrewAI

FAQ

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

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

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

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

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