# How to integrate Booqable MCP with Pydantic AI ```json { "title": "How to integrate Booqable MCP with Pydantic AI", "toolkit": "Booqable", "toolkit_slug": "booqable", "framework": "Pydantic AI", "framework_slug": "pydantic-ai", "url": "https://composio.dev/toolkits/booqable/framework/pydantic-ai", "markdown_url": "https://composio.dev/toolkits/booqable/framework/pydantic-ai.md", "updated_at": "2026-05-12T10:03:38.310Z" } ``` ## Introduction This guide walks you through connecting Booqable to Pydantic AI using the Composio tool router. By the end, you'll have a working Booqable agent that can add a new customer named alice brown, list all active orders for this week, create a rental order for customer id 123 through natural language commands. This guide will help you understand how to give your Pydantic AI agent real control over a Booqable account through Composio's Booqable MCP server. Before we dive in, let's take a quick look at the key ideas and tools involved. ## Also integrate Booqable with - [OpenAI Agents SDK](https://composio.dev/toolkits/booqable/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/booqable/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/booqable/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/booqable/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/booqable/framework/codex) - [OpenClaw](https://composio.dev/toolkits/booqable/framework/openclaw) - [Hermes](https://composio.dev/toolkits/booqable/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/booqable/framework/cli) - [Google ADK](https://composio.dev/toolkits/booqable/framework/google-adk) - [LangChain](https://composio.dev/toolkits/booqable/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/booqable/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/booqable/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/booqable/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/booqable/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 Booqable - 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 Booqable 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 Booqable MCP server, and what's possible with it? The Booqable MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Booqable account. It provides structured and secure access to your rental management system, so your agent can perform actions like creating customers, managing orders, retrieving inventory data, and organizing product groups on your behalf. - Customer management and onboarding: Effortlessly create new customers, fetch details for existing clients, or delete customer records when needed—all through your AI agent. - Order creation and tracking: Let your agent generate new rental orders, retrieve specific order details, or list and filter all existing orders based on your business needs. - Inventory and product group organization: Have your agent create new product groups to organize inventory, fetch product group information, or remove groups that are no longer needed. - Automated cleanup and archiving: Direct your agent to archive customers or orders, helping you keep your database clean and up-to-date without manual intervention. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `BOOQABLE_CREATE_CUSTOMER` | Create Customer | Tool to create a new customer. Use when onboarding a new client and you have verified their details. Example: Create 'Jane Doe' with email jane@doe.com. | | `BOOQABLE_CREATE_ORDER` | Create Order | Tool to create a new order. Use after collecting valid customer ID and timing details. Example: Create an order for customer '297f2584-...' starting at '2018-01-01T09:00:00Z'. | | `BOOQABLE_CREATE_PRODUCT_GROUP` | Create Product Group | Tool to create a new product group in Booqable. Use when you have defined the group's name and pricing details and want to organize items under a shared group. | | `BOOQABLE_DELETE_CUSTOMER` | Delete Customer | Tool to delete (archive) a customer by ID. Use after confirming the customer should be hidden from searches. | | `BOOQABLE_DELETE_ORDER` | Delete Order | Tool to delete (archive) an order by ID. Use when you need to hide completed or canceled orders from active listings. | | `BOOQABLE_DELETE_PRODUCT_GROUP` | Delete Product Group | Tool to delete a product group by ID. Use when you need to permanently remove a product group from your catalog after confirming its identifier. | | `BOOQABLE_GET_CUSTOMER` | Get Customer | Tool to fetch a specific customer by ID. Use after obtaining a customer identifier to retrieve full customer details. | | `BOOQABLE_GET_CUSTOMERS` | Get Customers | Tool to retrieve a list of customers. Use when you need to paginate through customers. | | `BOOQABLE_GET_INVENTORY_LEVELS` | Get Inventory Levels | Tool to fetch inventory levels for products. Shows availability of products across locations for a date range. Use when checking product availability or stock levels. | | `BOOQABLE_GET_NEW_ORDER` | Get New Order | Tool to retrieve a new order template with default values. Use when you need to initialize an order creation form or fetch default order settings before creating an order. | | `BOOQABLE_GET_ORDER` | Get Order | Tool to retrieve a specific order by ID. Use when you need complete details of a known order, including optional relationships like customer or coupon. Call after confirming the order ID. | | `BOOQABLE_GET_PRODUCT` | Get Product | Tool to fetch a specific product by ID. Use after obtaining a product identifier to retrieve detailed inventory item data. | | `BOOQABLE_GET_PRODUCT_GROUP` | Get Product Group | Tool to fetch a specific product group by ID. Use after obtaining the product group identifier to retrieve its full details. | | `BOOQABLE_LIST_BARCODES` | List Barcodes | Tool to retrieve a list of barcodes. Use when you need to list barcodes with pagination, filtering by owner, type, or dates. | | `BOOQABLE_LIST_BUNDLE_ITEMS` | List Bundle Items | Tool to retrieve a list of bundle items. Use when you need to see which products are included in bundles, with their quantities and discounts. | | `BOOQABLE_LIST_CLUSTERS` | List Clusters | Tool to retrieve a list of clusters from Booqable. Use when you need to list clusters with optional filtering, field selection, and pagination support. | | `BOOQABLE_LIST_COUPONS` | List Coupons | Tool to retrieve a list of coupons. Use when you need to list or search for discount coupons with pagination and filtering. | | `BOOQABLE_LIST_DEFAULT_PROPERTIES` | List Default Properties | Tool to retrieve a list of default properties from Booqable. Use when you need to view custom property definitions with pagination, filtering, or sorting options. | | `BOOQABLE_LIST_DOCUMENTS` | List Documents | Tool to retrieve a list of documents. Use when you need to fetch invoices, quotes, contracts, or packing slips with optional filtering and pagination. | | `BOOQABLE_LIST_EMAIL_TEMPLATES` | List Email Templates | Tool to list email templates from Booqable. Use when you need to retrieve available email templates with optional filtering, pagination, and sorting. | | `BOOQABLE_LIST_EMPLOYEES` | List Employees | Tool to retrieve a list of employees from Booqable. Use when you need to list employee accounts with pagination and filtering options. | | `BOOQABLE_LIST_INVENTORY_BREAKDOWNS` | List Inventory Breakdowns | Tool to retrieve a list of inventory breakdowns filtered by status and product/product group. Use when you need to analyze inventory allocation across locations. Note: Both status filter and either product_id or product_group_id filter are required. | | `BOOQABLE_LIST_ITEMS` | List Items | Tool to retrieve a list of items (products and product groups). Use when you need to browse the catalog with pagination and filtering. | | `BOOQABLE_LIST_LINES` | List Lines | Tool to retrieve a paginated list of lines from orders. Use when you need to list line items, with support for filtering by order, product, or other attributes. | | `BOOQABLE_LIST_LOCATIONS` | List Locations | Tool to retrieve a list of locations from Booqable. Use when you need to view available locations with pagination, filtering, or sorting options. | | `BOOQABLE_LIST_NOTES` | List Notes | Tool to retrieve a list of notes. Use when you need to list notes with optional filtering by owner, date, or content. | | `BOOQABLE_LIST_ORDERS` | List Orders | Tool to retrieve a paginated list of orders. Use when you need to browse orders with support for filtering by status, customer, dates, and other attributes. | | `BOOQABLE_LIST_PAYMENT_METHODS` | List Payment Methods | Tool to retrieve a list of payment methods from Booqable. Use when you need to list payment methods with optional filtering by creation date, customer, status, or ID, and support for pagination. | | `BOOQABLE_LIST_PAYMENTS` | List Payments | Tool to list all payments from Booqable. Use when you need to retrieve payment records with optional filtering by created_at, order_id, payment_method, or payment_status. | | `BOOQABLE_LIST_PHOTOS` | List Photos | Tool to retrieve a paginated list of photos from Booqable. Use when you need to list photos with support for filtering by owner resource and pagination. | | `BOOQABLE_LIST_PLANNINGS` | List Plannings | Tool to retrieve planning records that track product and bundle reservations across locations and time periods. Use when you need to check what items are planned or reserved for specific dates, locations, or orders. | | `BOOQABLE_LIST_PRICE_RULESETS` | List Price Rulesets | Tool to list price rulesets. Use when you need to retrieve price rulesets with optional filtering by archived status, name, or ID, and pagination support. | | `BOOQABLE_LIST_PRICE_STRUCTURES` | List Price Structures | Tool to list price structures. Use when you need to retrieve price structures with optional filtering by name, ID, or product group, and pagination support. | | `BOOQABLE_LIST_PRODUCT_GROUPS` | List Product Groups | Tool to list product groups from Booqable API v4. Use when you need to retrieve multiple product groups with filtering, pagination, and field selection options. | | `BOOQABLE_LIST_PRODUCTS` | List Products | Tool to retrieve a list of products. Use when you need to browse products with pagination and filtering. | | `BOOQABLE_LIST_PROPERTIES` | List Properties | Tool to retrieve a list of properties. Use when you need to list custom properties associated with customers, products, or other resources in Booqable. | | `BOOQABLE_LIST_PROVINCES` | List Provinces | Tool to retrieve a list of provinces. Use when you need to list available provinces, optionally filtered by country. | | `BOOQABLE_LIST_STOCK_ITEM_PLANNINGS` | List Stock Item Plannings | Tool to retrieve a list of stock item plannings. Use when you need to list stock item plannings with filtering and pagination. | | `BOOQABLE_LIST_STOCK_ITEMS` | List Stock Items | Tool to retrieve a list of stock items. Use when you need to list physical inventory items with tracking identifiers like serial numbers or barcodes. | | `BOOQABLE_LIST_TAX_RATES` | List Tax Rates | Tool to retrieve a list of tax rates. Use when you need to list or search for tax rates with pagination and filtering. | | `BOOQABLE_LIST_TAX_VALUES` | List Tax Values | Tool to retrieve a list of tax values. Use when you need to fetch tax rates with optional filtering, pagination, and sorting. | | `BOOQABLE_LIST_USERS` | List Users | Tool to retrieve a list of users from Booqable. Use when you need to list user accounts with pagination and filtering options. | | `BOOQABLE_SEARCH_BUNDLES` | Search Bundles | Tool to search bundles with advanced filtering. Use when you need to find bundles by specific criteria (discountable, taxable, show_in_store, etc.) using complex queries with logical operators. | | `BOOQABLE_SEARCH_CUSTOMERS` | Search Customers | Tool to search customers in the Booqable system. Use when you need to retrieve customer data with optional field selection and relationship inclusion. | | `BOOQABLE_SEARCH_DOCUMENTS` | Search Documents | Tool to search documents using advanced filtering with logical operators. Use when you need to find documents matching complex criteria with AND/OR conditions. | | `BOOQABLE_SEARCH_ITEMS` | Search Items | Tool to search items (products and bundles) with advanced filtering. Use when you need to find items by specific criteria (name, product_type, archived status, etc.) using complex queries. | | `BOOQABLE_SEARCH_ORDERS` | Search Orders | Tool to search orders with advanced filtering using logical operators. Use when you need to find orders by specific criteria (status, dates, customer) with complex queries like date ranges or multiple conditions. | | `BOOQABLE_SEARCH_PLANNINGS` | Search Plannings | Tool to search plannings with advanced filtering. Use when you need to find planning records by specific criteria using complex queries with logical operators. | | `BOOQABLE_UPDATE_COMPANIES` | Update Company | Tool to update the current company's information in Booqable. Use when you need to modify company details such as name, contact information, address, or billing settings. | ## Supported Triggers None listed. ## Creating MCP Server - Stand-alone vs Composio SDK The Booqable MCP server is an implementation of the Model Context Protocol that connects your AI agent to Booqable. It provides structured and secure access so your agent can perform Booqable 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 Booqable - 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 Booqable - MCPServerStreamableHTTP connects to the Booqable 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 Booqable 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 Booqable composio = Composio(api_key=api_key) session = composio.create( user_id=user_id, toolkits=["booqable"], ) 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 Booqable endpoint - The agent uses GPT-5 to interpret user commands and perform Booqable operations - The instructions field defines the agent's role and behavior ```python # Attach the MCP server to a Pydantic AI Agent booqable_mcp = MCPServerStreamableHTTP(url, headers={"x-api-key": COMPOSIO_API_KEY}) agent = Agent( "openai:gpt-5", toolsets=[booqable_mcp], instructions=( "You are a Booqable assistant. Use Booqable 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 - Booqable 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 Booqable.\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 Booqable composio = Composio(api_key=api_key) session = composio.create( user_id=user_id, toolkits=["booqable"], ) 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 booqable_mcp = MCPServerStreamableHTTP(url, headers={"x-api-key": COMPOSIO_API_KEY}) agent = Agent( "openai:gpt-5", toolsets=[booqable_mcp], instructions=( "You are a Booqable assistant. Use Booqable 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 Booqable.\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 Booqable through Composio's Tool Router. With this setup, your agent can perform real Booqable 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 + Booqable 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 Booqable MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/booqable/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/booqable/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/booqable/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/booqable/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/booqable/framework/codex) - [OpenClaw](https://composio.dev/toolkits/booqable/framework/openclaw) - [Hermes](https://composio.dev/toolkits/booqable/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/booqable/framework/cli) - [Google ADK](https://composio.dev/toolkits/booqable/framework/google-adk) - [LangChain](https://composio.dev/toolkits/booqable/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/booqable/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/booqable/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/booqable/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/booqable/framework/crew-ai) ## Related Toolkits - [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. - [Apaleo](https://composio.dev/toolkits/apaleo) - Apaleo is a cloud-based property management platform for hospitality businesses. It centralizes reservations, billing, and daily operations for smoother hotel management. - [Appointo](https://composio.dev/toolkits/appointo) - Appointo is an appointment booking platform for Shopify stores. It lets businesses add online scheduling to their websites with zero coding. - [Bart](https://composio.dev/toolkits/bart) - Bart is the Bay Area Rapid Transit system, providing fast public transportation across the San Francisco Bay Area. It helps commuters and travelers get real-time schedule info, plan routes, and stay updated on service changes. - [Bookingmood](https://composio.dev/toolkits/bookingmood) - Bookingmood is commission-free booking software for rental businesses. It lets you manage reservations and sync bookings directly on your website. - [Cal](https://composio.dev/toolkits/cal) - Cal is a meeting scheduling platform that offers shareable booking links and real-time calendar syncing. It streamlines the process of finding mutual availability to make scheduling effortless. - [Calendarhero](https://composio.dev/toolkits/calendarhero) - Calendarhero is a powerful scheduling platform that streamlines your calendar management across multiple services. It helps you efficiently schedule, reschedule, and organize meetings without the back-and-forth. - [Calendly](https://composio.dev/toolkits/calendly) - Calendly is an appointment scheduling tool that automates meeting invitations, availability checks, and reminders. It helps individuals and teams avoid endless email back-and-forth when booking meetings. - [Etermin](https://composio.dev/toolkits/etermin) - eTermin is an online appointment scheduling platform for businesses to manage bookings. It streamlines client appointments, saving time and reducing scheduling conflicts. - [Evenium](https://composio.dev/toolkits/evenium) - Evenium is an all-in-one platform for managing professional events, from planning to analysis. It helps teams simplify event logistics, boost engagement, and track every detail in one place. - [Eventee](https://composio.dev/toolkits/eventee) - Eventee is a user-friendly event management platform for mobile and web. It boosts attendee engagement for in-person, virtual, and hybrid events. - [Eventzilla](https://composio.dev/toolkits/eventzilla) - Eventzilla is an event management platform for creating, promoting, and running events. It streamlines ticketing, registration, and attendee coordination for organizers. - [Humanitix](https://composio.dev/toolkits/humanitix) - Humanitix is a not-for-profit ticketing platform that donates 100% of profits to charity. It empowers event organizers to make social impact with every ticket sold. - [Lodgify](https://composio.dev/toolkits/lodgify) - Lodgify is an all-in-one vacation rental software for property managers and owners. It centralizes bookings, guest messaging, and channel synchronization in one dashboard. - [Planyo Online Booking](https://composio.dev/toolkits/planyo_online_booking) - Planyo Online Booking is a flexible reservation system for managing bookings by day, hour, or event. It streamlines scheduling for any business needing reservations. - [Scheduleonce](https://composio.dev/toolkits/scheduleonce) - Scheduleonce is a scheduling platform for capturing, qualifying, and engaging with inbound leads. It streamlines appointment booking and follow-ups for faster lead conversion. - [Supersaas](https://composio.dev/toolkits/supersaas) - Supersaas is a flexible appointment scheduling platform for businesses and individuals. It streamlines bookings, reminders, and calendar management in one place. - [Sympla](https://composio.dev/toolkits/sympla) - Sympla is a platform for managing in-person and online events, ticket sales, and registrations. It streamlines event setup, attendee tracking, and digital content delivery. - [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 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. ## Frequently Asked Questions ### What are the differences in Tool Router MCP and Booqable MCP? With a standalone Booqable MCP server, the agents and LLMs can only access a fixed set of Booqable tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Booqable 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 Booqable tools. ### Can I manage the permissions and scopes for Booqable while using Tool Router? Yes, absolutely. You can configure which Booqable 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 Booqable data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)