# How to integrate Memberspot MCP with Pydantic AI ```json { "title": "How to integrate Memberspot MCP with Pydantic AI", "toolkit": "Memberspot", "toolkit_slug": "memberspot", "framework": "Pydantic AI", "framework_slug": "pydantic-ai", "url": "https://composio.dev/toolkits/memberspot/framework/pydantic-ai", "markdown_url": "https://composio.dev/toolkits/memberspot/framework/pydantic-ai.md", "updated_at": "2026-05-12T10:18:42.518Z" } ``` ## Introduction This guide walks you through connecting Memberspot to Pydantic AI using the Composio tool router. By the end, you'll have a working Memberspot agent that can list all users enrolled in a course, find a user by their email address, revoke access to a specific offer for a user through natural language commands. This guide will help you understand how to give your Pydantic AI agent real control over a Memberspot account through Composio's Memberspot MCP server. Before we dive in, let's take a quick look at the key ideas and tools involved. ## Also integrate Memberspot with - [OpenAI Agents SDK](https://composio.dev/toolkits/memberspot/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/memberspot/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/memberspot/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/memberspot/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/memberspot/framework/codex) - [OpenClaw](https://composio.dev/toolkits/memberspot/framework/openclaw) - [Hermes](https://composio.dev/toolkits/memberspot/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/memberspot/framework/cli) - [Google ADK](https://composio.dev/toolkits/memberspot/framework/google-adk) - [LangChain](https://composio.dev/toolkits/memberspot/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/memberspot/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/memberspot/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/memberspot/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/memberspot/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 Memberspot - 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 Memberspot 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 Memberspot MCP server, and what's possible with it? The Memberspot MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Memberspot account. It provides structured and secure access to your courses, users, and offers, so your agent can perform actions like managing users, automating enrollments, updating offer states, and retrieving key membership data on your behalf. - User management and lookup: Instantly find users by email, list all users, or remove users from your Memberspot platform without manual searching. - Automated login token generation: Have your agent generate one-hour login tokens for seamless and secure user access to your courses. - Offer and enrollment control: Let your agent fetch all available offers, activate or deactivate orders, and manage access to course offers for specific users. - Custom user property retrieval: Effortlessly list and access all defined custom user properties to enrich learner profiles and personalize experiences. - Bulk user and order updates: Enable your agent to efficiently update offer states or revoke access for multiple users at once, streamlining membership operations. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `MEMBERSPOT_CREATE_LOGIN_TOKEN` | Create Login Token | Tool to generate a one-hour login token for a user. Use when you need to auto-login a user by their UID (token expires after one hour). | | `MEMBERSPOT_DELETE_USERS` | Delete Users | Tool to delete one or more users from the platform. Use when you need to remove specified users by their email addresses. Only existing school users are removed; invalid or out-of-school emails are ignored. | | `MEMBERSPOT_DELETE_USERS_POST` | Delete Users (POST) | Tool to delete multiple users by email using POST method. Use this if your client does not support DELETE with body. Only existing school users are removed; invalid or out-of-school emails are ignored. | | `MEMBERSPOT_FIND_USER_BY_MAIL` | Find user by email | Tool to retrieve a user's details by their email address. Use when you need to look up a user after obtaining their email. | | `MEMBERSPOT_GET_USER_COURSE_PROGRESS` | Get user course progress | Tool to retrieve user course progress for a specific course and email. Use when you need to check how far a user has progressed through a particular course. Returns details including active posts, completed posts, and user information. Rate limited to 4 requests per second. | | `MEMBERSPOT_GRANT_USER_OFFER_BY_MAIL` | Grant user offer by email | Tool to grant a user access to an offer by email. If the user does not exist, a new user is created automatically. | | `MEMBERSPOT_LIST_CUSTOM_USER_PROPERTIES` | List custom user properties | Tool to list all defined custom user properties. Use when you need to retrieve metadata of custom user properties after authentication. | | `MEMBERSPOT_LIST_OFFERS` | List all offers | Retrieves all available offers (products/course bundles) from the Memberspot school. Use this to discover offer IDs before granting or revoking user access. Each offer contains course IDs it grants access to and metadata like priority and update time. No parameters required - returns all offers in the school. | | `MEMBERSPOT_LIST_USER_COURSE_PROGRESS` | List user course progress | Retrieves paginated list of all course progress for a specific user by email. Use to track user progress across all enrolled courses, including active and completed posts. Rate limited to 4 requests per second. | | `MEMBERSPOT_LIST_USERS` | List Users | List all users in your Memberspot school with optional filtering and pagination. Use this tool to: - Retrieve all users in your membership platform - Filter users by offer access, course enrollment, or active status - Paginate through large user lists using the nextPage token Returns user details including email, name, creation date, progress, and custom properties. Note: API rate limit is 4 requests per second. | | `MEMBERSPOT_SET_OFFER_EXPIRES` | Set offer expiration | Tool to set or remove the expiration date for an offer for a user. Use when you need to grant time-limited access to an offer or remove time limits from an existing offer. When no value is provided for expiresAt, the offer expiration will be removed. | | `MEMBERSPOT_SET_ORDER_STATE` | Set order state | Manages order-based offer access for a user in Memberspot. Use this to activate (grant access), deactivate (revoke access), or delete an order-based offer association. Order IDs typically come from payment providers (Stripe, Copecart, Digistore) after a purchase. | | `MEMBERSPOT_SET_USER_OFFER_STATE` | Set user offer state | Tool to revoke or set the state of a specific offer for a user. Use after confirming whether the user should gain or lose access. | ## Supported Triggers None listed. ## Creating MCP Server - Stand-alone vs Composio SDK The Memberspot MCP server is an implementation of the Model Context Protocol that connects your AI agent to Memberspot. It provides structured and secure access so your agent can perform Memberspot 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 Memberspot - 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 Memberspot - MCPServerStreamableHTTP connects to the Memberspot 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 Memberspot 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 Memberspot composio = Composio(api_key=api_key) session = composio.create( user_id=user_id, toolkits=["memberspot"], ) 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 Memberspot endpoint - The agent uses GPT-5 to interpret user commands and perform Memberspot operations - The instructions field defines the agent's role and behavior ```python # Attach the MCP server to a Pydantic AI Agent memberspot_mcp = MCPServerStreamableHTTP(url, headers={"x-api-key": COMPOSIO_API_KEY}) agent = Agent( "openai:gpt-5", toolsets=[memberspot_mcp], instructions=( "You are a Memberspot assistant. Use Memberspot 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 - Memberspot 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 Memberspot.\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 Memberspot composio = Composio(api_key=api_key) session = composio.create( user_id=user_id, toolkits=["memberspot"], ) 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 memberspot_mcp = MCPServerStreamableHTTP(url, headers={"x-api-key": COMPOSIO_API_KEY}) agent = Agent( "openai:gpt-5", toolsets=[memberspot_mcp], instructions=( "You are a Memberspot assistant. Use Memberspot 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 Memberspot.\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 Memberspot through Composio's Tool Router. With this setup, your agent can perform real Memberspot 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 + Memberspot 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 Memberspot MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/memberspot/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/memberspot/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/memberspot/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/memberspot/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/memberspot/framework/codex) - [OpenClaw](https://composio.dev/toolkits/memberspot/framework/openclaw) - [Hermes](https://composio.dev/toolkits/memberspot/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/memberspot/framework/cli) - [Google ADK](https://composio.dev/toolkits/memberspot/framework/google-adk) - [LangChain](https://composio.dev/toolkits/memberspot/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/memberspot/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/memberspot/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/memberspot/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/memberspot/framework/crew-ai) ## Related Toolkits - [Canvas](https://composio.dev/toolkits/canvas) - Canvas is a learning management system for online courses, assignments, grading, and collaboration. It's trusted by educators and students to streamline virtual classrooms and enhance digital learning. - [Accredible certificates](https://composio.dev/toolkits/accredible_certificates) - Accredible Certificates is a platform for creating and managing digital certificates, badges, and blockchain credentials. It streamlines issuing, tracking, and verifying professional achievements for organizations of any size. - [Api bible](https://composio.dev/toolkits/api_bible) - API.Bible is a developer platform for Scripture content and passage search. Easily integrate Bible verses and translations into your apps or chatbots. - [Blackboard](https://composio.dev/toolkits/blackboard) - Blackboard is a digital learning platform for higher education and schools, offering tools to manage courses, track engagement, and deliver interactive content. It helps institutions improve student outcomes through actionable analytics and in-app guidance. - [Certifier](https://composio.dev/toolkits/certifier) - Certifier is a platform for creating, managing, and issuing digital certificates and credentials. Organizations use it to automate and secure the entire credentialing process. - [Classmarker](https://composio.dev/toolkits/classmarker) - ClassMarker is a professional online quiz maker for business and education. It provides instant grading, flexible test design, and in-depth reporting. - [Coassemble](https://composio.dev/toolkits/coassemble) - Coassemble is a flexible platform for building, managing, and delivering online training courses. It helps teams streamline onboarding, upskilling, and ongoing learning for employees or partners. - [D2lbrightspace](https://composio.dev/toolkits/d2lbrightspace) - D2L Brightspace is a learning management system for delivering and managing online courses and assessments. It helps educators streamline digital teaching, assignments, and communication with students. - [Dictionary api](https://composio.dev/toolkits/dictionary_api) - Dictionary api is the Merriam-Webster API providing rich dictionary and thesaurus data for developers. Instantly access definitions, synonyms, etymologies, and audio pronunciations in your apps. - [Google Classroom](https://composio.dev/toolkits/google_classroom) - Google Classroom is a free web service for educators and students to manage assignments and communication. It streamlines classroom collaboration and grading, making teaching simpler and more connected. - [Lessonspace](https://composio.dev/toolkits/lessonspace) - Lessonspace is an online collaborative classroom platform offering video, whiteboards, and real-time interaction for educators and students. It streamlines remote teaching with integrated tools for engagement and communication. - [Linguapop](https://composio.dev/toolkits/linguapop) - Linguapop is a web platform for administering language placement tests in English, German, Spanish, Italian, and French. It helps schools and organizations efficiently manage multilingual assessments and analyze results. - [Membervault](https://composio.dev/toolkits/membervault) - Membervault is a platform for hosting courses, memberships, and digital products in one place. It helps you build stronger relationships with your audience by centralizing digital offers and customer engagement. - [Gmail](https://composio.dev/toolkits/gmail) - Gmail is Google's email service with powerful spam protection, search, and G Suite integration. It keeps your inbox organized and makes communication fast and reliable. - [Google Calendar](https://composio.dev/toolkits/googlecalendar) - Google Calendar is a time management service for scheduling meetings, events, and reminders. It streamlines personal and team organization with integrated notifications and sharing options. - [Google Drive](https://composio.dev/toolkits/googledrive) - Google Drive is a cloud storage platform for uploading, sharing, and collaborating on files. It's perfect for keeping your documents accessible and organized across devices. - [Outlook](https://composio.dev/toolkits/outlook) - Outlook is Microsoft's email and calendaring platform for unified communications and scheduling. It helps users stay organized with powerful email, contacts, and calendar management. - [Twitter](https://composio.dev/toolkits/twitter) - Twitter is a social media platform for sharing real-time updates, conversations, and news. Stay connected, informed, and engaged with communities worldwide. - [Google Sheets](https://composio.dev/toolkits/googlesheets) - Google Sheets is a cloud-based spreadsheet tool for real-time collaboration and data analysis. It lets teams work together from anywhere, updating information instantly. - [Supabase](https://composio.dev/toolkits/supabase) - Supabase is an open-source backend platform offering scalable Postgres databases, authentication, storage, and real-time APIs. It lets developers build modern apps without managing infrastructure. ## Frequently Asked Questions ### What are the differences in Tool Router MCP and Memberspot MCP? With a standalone Memberspot MCP server, the agents and LLMs can only access a fixed set of Memberspot tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Memberspot 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 Memberspot tools. ### Can I manage the permissions and scopes for Memberspot while using Tool Router? Yes, absolutely. You can configure which Memberspot 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 Memberspot data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) ยท [Composio docs](https://docs.composio.dev/llms.txt)