# How to integrate Toneden MCP with Pydantic AI ```json { "title": "How to integrate Toneden MCP with Pydantic AI", "toolkit": "Toneden", "toolkit_slug": "toneden", "framework": "Pydantic AI", "framework_slug": "pydantic-ai", "url": "https://composio.dev/toolkits/toneden/framework/pydantic-ai", "markdown_url": "https://composio.dev/toolkits/toneden/framework/pydantic-ai.md", "updated_at": "2026-05-12T10:28:57.615Z" } ``` ## Introduction This guide walks you through connecting Toneden to Pydantic AI using the Composio tool router. By the end, you'll have a working Toneden agent that can create a new facebook ad campaign, schedule instagram post for next friday, generate landing page for upcoming event through natural language commands. This guide will help you understand how to give your Pydantic AI agent real control over a Toneden account through Composio's Toneden MCP server. Before we dive in, let's take a quick look at the key ideas and tools involved. ## Also integrate Toneden with - [OpenAI Agents SDK](https://composio.dev/toolkits/toneden/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/toneden/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/toneden/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/toneden/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/toneden/framework/codex) - [OpenClaw](https://composio.dev/toolkits/toneden/framework/openclaw) - [Hermes](https://composio.dev/toolkits/toneden/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/toneden/framework/cli) - [Google ADK](https://composio.dev/toolkits/toneden/framework/google-adk) - [LangChain](https://composio.dev/toolkits/toneden/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/toneden/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/toneden/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/toneden/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/toneden/framework/crew-ai) ## TL;DR Here's what you'll learn: - How to set up your Composio API key and User ID - How to create a Composio Tool Router session for Toneden - How to attach an MCP Server to a Pydantic AI agent - How to stream responses and maintain chat history - How to build a simple REPL-style chat interface to test your Toneden workflows ## What is Pydantic AI? Pydantic AI is a Python framework for building AI agents with strong typing and validation. It leverages Pydantic's data validation capabilities to create robust, type-safe AI applications. Key features include: - Type Safety: Built on Pydantic for automatic data validation - MCP Support: Native support for Model Context Protocol servers - Streaming: Built-in support for streaming responses - Async First: Designed for async/await patterns ## What is the Toneden MCP server, and what's possible with it? The Toneden MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Toneden account. It provides structured and secure access to your marketing campaigns, audience engagement tools, and ad automation, so your agent can perform actions like launching social campaigns, managing ads, analyzing audience growth, creating landing pages, and tracking campaign performance on your behalf. - Automated campaign creation and management: Let your agent launch, schedule, and optimize social media campaigns for events, music releases, or promotions without manual setup. - Ad management and optimization: Have your agent create, monitor, and adjust advertising campaigns to maximize audience reach and ROI across supported platforms. - Landing page generation: Direct the agent to design and deploy landing pages tailored for ticket sales, music drops, or fan engagement—all within your brand style. - Audience analytics and insights: Enable the agent to pull detailed reports on campaign performance, audience growth, and conversion metrics to inform your marketing strategy. - Automated retargeting and follow-ups: Allow your agent to set up retargeting flows or follow-up campaigns to recapture interested fans and boost engagement rates. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `TONEDEN_CREATE_ADVERTISING_CAMPAIGN` | Create Advertising Campaign | Tool to create a ToneDen advertising campaign on Facebook or Google platforms. Use when you need to launch a new ad campaign with specified budget, targeting, and creatives. | | `TONEDEN_CREATE_ATTACHMENT` | Create Attachment | Tool to create an attachment. Use when you need to programmatically create a social unlock or contest attachment after gathering all required parameters. | | `TONEDEN_CREATE_LINK` | Create ToneDen Link | Tool to create a ToneDen link. Use when you have the target_type and, if needed, the services array. Supports creation of links for music, podcast, livestream, event, tour, biglink, fundraiser, smartlink, and custom types. | | `TONEDEN_DELETE_ADVERTISING_CAMPAIGN` | Delete Advertising Campaign | Deletes a ToneDen advertising campaign by ID using DELETE /advertising/campaigns/{campaignID}. | | `TONEDEN_DELETE_LINK` | Delete ToneDen Link | Deletes a ToneDen link by ID using DELETE /links/{linkID}. | | `TONEDEN_DELETE_PLAYBOOK_CAMPAIGN` | Delete ToneDen Playbook Campaign | Deletes a ToneDen playbook campaign by ID using DELETE /playbooks/campaigns/{campaignID}. | | `TONEDEN_EXPAND_LINK_TEMPLATE` | Expand ToneDen Link Template | Tool to expand a ToneDen link template. Use when you need to retrieve the full template link with your tracking pixels and optional service links. Provide a URL to generate platform services for music or podcast content. | | `TONEDEN_GET_ADVERTISING_CAMPAIGN` | Get Advertising Campaign | Retrieve a specific advertising campaign by its ID using ToneDen's API. Endpoint: GET /advertising/campaigns/{campaignID} Notes: - This endpoint does not require a userID in the path per official docs. - Some accounts may not have advertising access; in such cases, non-2xx responses are still returned here for observability instead of raising, so the caller can inspect the error object. | | `TONEDEN_GET_ADVERTISING_CAMPAIGN_CREATIVE_INSIGHTS` | Get Advertising Campaign Creative Insights | Retrieve creative performance insights for a specific advertising campaign using ToneDen's API. Endpoint: GET /advertising/campaigns/{campaignID}/creativeInsights. Note: Endpoint uses camelCase `creativeInsights` per official docs. | | `TONEDEN_GET_ADVERTISING_CAMPAIGN_INSIGHTS` | Get Advertising Campaign Insights | Retrieve performance insights for a specific advertising campaign using ToneDen's API. Endpoint: GET /advertising/campaigns/{campaignID}/insights. | | `TONEDEN_GET_ATTACHMENT` | Get Attachment | Tool to retrieve an attachment by ID. Use when you need to fetch details of an existing attachment by its ID. | | `TONEDEN_GET_ATTACHMENT_ENTRIES_TIME_SERIES` | Get Attachment Entries Time Series | Tool to fetch time-series entry statistics for a specific attachment. Use when you need chronological entry data points for an attachment. | | `TONEDEN_GET_ATTACHMENT_ENTRIES_TOTALS` | Get Attachment Entries Totals | Tool to fetch summary counts of entries for an attachment. Use when you need aggregate entry counts over day, week, month, and lifetime. | | `TONEDEN_GET_ATTACHMENT_UNLOCKS_BY_PLATFORM` | Get Attachment Unlocks By Platform | Tool to fetch counts of unlocks by platform for a specific attachment. Use when you need a breakdown of unlocks across platforms like Spotify, Twitter, etc. | | `TONEDEN_GET_ATTACHMENT_UNLOCKS_TIME_SERIES` | Get Attachment Unlocks Time Series | Tool to fetch time-series unlock statistics for a specific attachment. Use when you need chronological unlock data points for an attachment. | | `TONEDEN_GET_LINK` | Get Link | Tool to retrieve a specific ToneDen link by its ID. Use when you need to fetch details about an existing link. | | `TONEDEN_GET_LINK_INSIGHTS` | Get Link Insights | Tool to retrieve detailed insights for a ToneDen link. Use when you have a link ID and need metrics such as clicks, clickthroughs, email clicks, etc. | | `TONEDEN_GET_LINK_INSIGHTS_OVERVIEW` | Get Link Insights Overview | Tool to retrieve a summary overview of a link's performance insights. Use when you have a link ID and need aggregated metrics across platforms. | | `TONEDEN_GET_USER` | Get ToneDen User | Tool to retrieve a specific ToneDen user by ID. Use when you need to fetch user profile information or details about the currently authenticated user. | | `TONEDEN_LIST_PLAYBOOK_CAMPAIGNS` | List ToneDen Playbook Campaigns | Tool to list playbook campaigns. Use when you need to retrieve a paginated list of all playbook campaigns. | | `TONEDEN_LIST_USER_ATTACHMENTS` | List User Attachments | Tool to list attachments for a user. Use when you need to retrieve social unlocks or contest attachments belonging to a specific user. | | `TONEDEN_LIST_USER_LISTS` | List User Lists | Tool to retrieve a list of a user's advertising user lists. Use when you need to fetch all user lists (custom audiences) for a specific ToneDen user. | | `TONEDEN_UPDATE_ATTACHMENT` | Update Attachment | Tool to update an existing attachment. Use when you need to flexibly modify any attachment field (or add custom fields) after its creation. | | `TONEDEN_UPDATE_PLAYBOOK_CAMPAIGN` | Update ToneDen Playbook Campaign | Updates a ToneDen playbook campaign by ID using PUT /playbooks/campaigns/{campaignID}. Note: ToneDen's public docs do not expose the full request body schema for updates. This action sends a flexible JSON payload composed from provided fields and returns diagnostic information without raising on non-2xx responses, to aid real-world testing. | | `TONEDEN_UPDATE_USER` | Update ToneDen User | Tool to update a ToneDen user's profile. Use when you need to modify user details (e.g., name, location, or settings) after fetching them. | | `TONEDEN_VALIDATE_LINK_PATH` | Validate Link Path | Tool to check if a link path/subdomain combination is unique and valid. Use when creating or editing a ToneDen link to verify the path is available. | ## Supported Triggers None listed. ## Creating MCP Server - Stand-alone vs Composio SDK The Toneden MCP server is an implementation of the Model Context Protocol that connects your AI agent to Toneden. It provides structured and secure access so your agent can perform Toneden operations on your behalf through a secure, permission-based interface. With Composio's managed implementation, you don't have to create your own developer app. For production, if you're building an end product, we recommend using your own credentials. The managed server helps you prototype fast and go from 0-1 faster. ## Step-by-step Guide ### 1. Prerequisites Before starting, make sure you have: - Python 3.9 or higher - A Composio account with an active API key - Basic familiarity with Python and async programming ### 1. Getting API Keys for OpenAI and Composio OpenAI API Key - Go to the [OpenAI dashboard](https://platform.openai.com/settings/organization/api-keys) 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](https://dashboard.composio.dev?utm_source=toolkits&utm_medium=framework_docs). - Navigate to your API settings and generate a new API key. - Store this key securely as you'll need it for authentication. ### 2. Install dependencies Install the required libraries. What's happening: - composio connects your agent to external SaaS tools like Toneden - pydantic-ai lets you create structured AI agents with tool support - python-dotenv loads your environment variables securely from a .env file ```bash pip install composio pydantic-ai python-dotenv ``` ### 3. Set up environment variables Create a .env file in your project root. What's happening: - COMPOSIO_API_KEY authenticates your agent to Composio's API - USER_ID associates your session with your account for secure tool access - OPENAI_API_KEY to access OpenAI LLMs ```bash COMPOSIO_API_KEY=your_composio_api_key_here USER_ID=your_user_id_here OPENAI_API_KEY=your_openai_api_key ``` ### 4. Import dependencies What's happening: - We load environment variables and import required modules - Composio manages connections to Toneden - MCPServerStreamableHTTP connects to the Toneden MCP server endpoint - Agent from Pydantic AI lets you define and run the AI assistant ```python import asyncio import os from dotenv import load_dotenv from composio import Composio from pydantic_ai import Agent from pydantic_ai.mcp import MCPServerStreamableHTTP load_dotenv() ``` ### 5. Create a Tool Router Session What's happening: - We're creating a Tool Router session that gives your agent access to Toneden 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 ```python async def main(): api_key = os.getenv("COMPOSIO_API_KEY") user_id = os.getenv("USER_ID") if not api_key or not user_id: raise RuntimeError("Set COMPOSIO_API_KEY and USER_ID in your environment") # Create a Composio Tool Router session for Toneden composio = Composio(api_key=api_key) session = composio.create( user_id=user_id, toolkits=["toneden"], ) url = session.mcp.url if not url: raise ValueError("Composio session did not return an MCP URL") ``` ### 6. Initialize the Pydantic AI Agent What's happening: - The MCP client connects to the Toneden endpoint - The agent uses GPT-5 to interpret user commands and perform Toneden operations - The instructions field defines the agent's role and behavior ```python # Attach the MCP server to a Pydantic AI Agent toneden_mcp = MCPServerStreamableHTTP(url, headers={"x-api-key": COMPOSIO_API_KEY}) agent = Agent( "openai:gpt-5", toolsets=[toneden_mcp], instructions=( "You are a Toneden assistant. Use Toneden tools to help users " "with their requests. Ask clarifying questions when needed." ), ) ``` ### 7. Build the chat interface What's happening: - The agent reads input from the terminal and streams its response - Toneden API calls happen automatically under the hood - The model keeps conversation history to maintain context across turns ```python # Simple REPL with message history history = [] print("Chat started! Type 'exit' or 'quit' to end.\n") print("Try asking the agent to help you with Toneden.\n") 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", flush=True) async with agent.run_stream(user_input, message_history=history) as stream_result: collected_text = "" async for chunk in stream_result.stream_output(): text_piece = None if isinstance(chunk, str): text_piece = chunk elif hasattr(chunk, "delta") and isinstance(chunk.delta, str): text_piece = chunk.delta elif hasattr(chunk, "text"): text_piece = chunk.text if text_piece: collected_text += text_piece result = stream_result print(f"Agent: {collected_text}\n") history = result.all_messages() ``` ### 8. Run the application What's happening: - The asyncio loop launches the agent and keeps it running until you exit ```python if __name__ == "__main__": asyncio.run(main()) ``` ## Complete Code ```python import asyncio import os from dotenv import load_dotenv from composio import Composio from pydantic_ai import Agent from pydantic_ai.mcp import MCPServerStreamableHTTP load_dotenv() async def main(): api_key = os.getenv("COMPOSIO_API_KEY") user_id = os.getenv("USER_ID") if not api_key or not user_id: raise RuntimeError("Set COMPOSIO_API_KEY and USER_ID in your environment") # Create a Composio Tool Router session for Toneden composio = Composio(api_key=api_key) session = composio.create( user_id=user_id, toolkits=["toneden"], ) url = session.mcp.url if not url: raise ValueError("Composio session did not return an MCP URL") # Attach the MCP server to a Pydantic AI Agent toneden_mcp = MCPServerStreamableHTTP(url, headers={"x-api-key": COMPOSIO_API_KEY}) agent = Agent( "openai:gpt-5", toolsets=[toneden_mcp], instructions=( "You are a Toneden assistant. Use Toneden tools to help users " "with their requests. Ask clarifying questions when needed." ), ) # Simple REPL with message history history = [] print("Chat started! Type 'exit' or 'quit' to end.\n") print("Try asking the agent to help you with Toneden.\n") 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", flush=True) async with agent.run_stream(user_input, message_history=history) as stream_result: collected_text = "" async for chunk in stream_result.stream_output(): text_piece = None if isinstance(chunk, str): text_piece = chunk elif hasattr(chunk, "delta") and isinstance(chunk.delta, str): text_piece = chunk.delta elif hasattr(chunk, "text"): text_piece = chunk.text if text_piece: collected_text += text_piece result = stream_result print(f"Agent: {collected_text}\n") history = result.all_messages() if __name__ == "__main__": asyncio.run(main()) ``` ## Conclusion You've built a Pydantic AI agent that can interact with Toneden through Composio's Tool Router. With this setup, your agent can perform real Toneden actions through natural language. You can extend this further by: - Adding other toolkits like Gmail, HubSpot, or Salesforce - Building a web-based chat interface around this agent - Using multiple MCP endpoints to enable cross-app workflows (for example, Gmail + Toneden for workflow automation) This architecture makes your AI agent "agent-native", able to securely use APIs in a unified, composable way without custom integrations. ## How to build Toneden MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/toneden/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/toneden/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/toneden/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/toneden/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/toneden/framework/codex) - [OpenClaw](https://composio.dev/toolkits/toneden/framework/openclaw) - [Hermes](https://composio.dev/toolkits/toneden/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/toneden/framework/cli) - [Google ADK](https://composio.dev/toolkits/toneden/framework/google-adk) - [LangChain](https://composio.dev/toolkits/toneden/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/toneden/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/toneden/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/toneden/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/toneden/framework/crew-ai) ## Related Toolkits - [Reddit](https://composio.dev/toolkits/reddit) - Reddit is a social news platform with thriving user-driven communities (subreddits). It's the go-to place for discussion, content sharing, and viral marketing. - [Facebook](https://composio.dev/toolkits/facebook) - Facebook is a social media and advertising platform for businesses and creators. It helps you connect, share, and manage content across your public Facebook Pages. - [Linkedin](https://composio.dev/toolkits/linkedin) - LinkedIn is a professional networking platform for connecting, sharing content, and engaging with business opportunities. It's the go-to place for building your professional brand and unlocking new career connections. - [Active campaign](https://composio.dev/toolkits/active_campaign) - ActiveCampaign is a marketing automation and CRM platform for managing email campaigns, sales pipelines, and customer segmentation. It helps businesses engage customers and drive growth through smart automation and targeted outreach. - [ActiveTrail](https://composio.dev/toolkits/active_trail) - ActiveTrail is a user-friendly email marketing and automation platform. It helps you reach subscribers and automate campaigns with ease. - [Ahrefs](https://composio.dev/toolkits/ahrefs) - Ahrefs is an SEO and marketing platform for site audits, keyword research, and competitor insights. It helps you improve search rankings and drive organic traffic. - [Amcards](https://composio.dev/toolkits/amcards) - AMCards lets you create and mail personalized greeting cards online. Build stronger customer relationships with easy, automated card campaigns. - [Beamer](https://composio.dev/toolkits/beamer) - Beamer is a news and changelog platform for in-app announcements and feature updates. It helps companies boost user engagement by sharing news where users are most active. - [Benchmark email](https://composio.dev/toolkits/benchmark_email) - Benchmark Email is a platform for creating, sending, and tracking email campaigns. It's built to help you engage audiences and analyze results—all in one place. - [Bigmailer](https://composio.dev/toolkits/bigmailer) - BigMailer is an email marketing platform for managing multiple brands with white-labeling and automation. It helps teams streamline campaigns and simplify integration with Amazon SES. - [Brandfetch](https://composio.dev/toolkits/brandfetch) - Brandfetch is an API that delivers company logos, colors, and visual branding assets. It helps marketers and developers keep brand visuals consistent everywhere. - [Brevo](https://composio.dev/toolkits/brevo) - Brevo is an all-in-one email and SMS marketing platform for transactional messaging, automation, and CRM. It helps businesses engage customers and streamline communications through powerful campaign tools. - [Campayn](https://composio.dev/toolkits/campayn) - Campayn is an email marketing platform for creating, sending, and managing campaigns. It helps businesses engage contacts and grow audiences with easy-to-use tools. - [Cardly](https://composio.dev/toolkits/cardly) - Cardly is a platform for creating and sending personalized direct mail to customers. It helps businesses break through the digital clutter by getting real engagement via physical mailboxes. - [ClickSend](https://composio.dev/toolkits/clicksend) - ClickSend is a cloud-based SMS and email marketing platform for businesses. It streamlines communication by enabling quick message delivery and contact management. - [Crustdata](https://composio.dev/toolkits/crustdata) - CrustData is an AI-powered data intelligence platform for real-time company and people data. It helps B2B sales teams, AI SDRs, and investors react to live business signals. - [Curated](https://composio.dev/toolkits/curated) - Curated is a platform for collecting, curating, and publishing newsletters. It streamlines content aggregation and distribution for creators and teams. - [Customerio](https://composio.dev/toolkits/customerio) - Customer.io is a customer engagement platform for targeted messaging across email, SMS, and push. Easily automate, segment, and track communications with your audience. - [Cutt ly](https://composio.dev/toolkits/cutt_ly) - Cutt.ly is a URL shortening service for managing and analyzing links. Streamline your workflows with quick, trackable, and branded short URLs. - [Demio](https://composio.dev/toolkits/demio) - Demio is webinar software built for marketers, offering both live and automated sessions with interactive features. It helps teams engage audiences and optimize lead generation through detailed analytics. ## Frequently Asked Questions ### What are the differences in Tool Router MCP and Toneden MCP? With a standalone Toneden MCP server, the agents and LLMs can only access a fixed set of Toneden tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Toneden and many other apps based on the task at hand, all through a single MCP endpoint. ### Can I use Tool Router MCP with Pydantic AI? Yes, you can. Pydantic AI 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 Toneden tools. ### Can I manage the permissions and scopes for Toneden while using Tool Router? Yes, absolutely. You can configure which Toneden 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 Toneden data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)