# How to integrate NocoDB MCP with Pydantic AI ```json { "title": "How to integrate NocoDB MCP with Pydantic AI", "toolkit": "NocoDB", "toolkit_slug": "nocodb", "framework": "Pydantic AI", "framework_slug": "pydantic-ai", "url": "https://composio.dev/toolkits/nocodb/framework/pydantic-ai", "markdown_url": "https://composio.dev/toolkits/nocodb/framework/pydantic-ai.md", "updated_at": "2026-03-29T06:43:28.496Z" } ``` ## Introduction This guide walks you through connecting NocoDB to Pydantic AI using the Composio tool router. By the end, you'll have a working NocoDB agent that can list all projects updated this week, add a new record to clients table, update status of task id 42 to done through natural language commands. This guide will help you understand how to give your Pydantic AI agent real control over a NocoDB account through Composio's NocoDB MCP server. Before we dive in, let's take a quick look at the key ideas and tools involved. ## Also integrate NocoDB with - [ChatGPT](https://composio.dev/toolkits/nocodb/framework/chatgpt) - [Antigravity](https://composio.dev/toolkits/nocodb/framework/antigravity) - [OpenAI Agents SDK](https://composio.dev/toolkits/nocodb/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/nocodb/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/nocodb/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/nocodb/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/nocodb/framework/codex) - [Cursor](https://composio.dev/toolkits/nocodb/framework/cursor) - [VS Code](https://composio.dev/toolkits/nocodb/framework/vscode) - [OpenCode](https://composio.dev/toolkits/nocodb/framework/opencode) - [OpenClaw](https://composio.dev/toolkits/nocodb/framework/openclaw) - [Hermes](https://composio.dev/toolkits/nocodb/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/nocodb/framework/cli) - [Google ADK](https://composio.dev/toolkits/nocodb/framework/google-adk) - [LangChain](https://composio.dev/toolkits/nocodb/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/nocodb/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/nocodb/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/nocodb/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/nocodb/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 NocoDB - 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 NocoDB 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 NocoDB MCP server, and what's possible with it? The NocoDB MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your NocoDB account. It provides structured and secure access so your agent can perform NocoDB operations on your behalf. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `NOCODB_AUTH_ME` | Get User Info | Tool to get authenticated user information including email, name, roles, and profile details. Use when you need to verify user authentication or retrieve the current user's profile information. | | `NOCODB_AUTH_PASSWORD_FORGOT` | Forgot Password | Tool to initiate password reset process by sending a reset email to the user. Use when a user has forgotten their password and needs to receive a password reset link via email. | | `NOCODB_AUTH_SIGNOUT` | Sign Out User | Tool to sign out the authenticated user and clear their refresh token from the database and cookie. Use when you need to invalidate a user's authentication session and log them out of the NocoDB application. | | `NOCODB_DB_TABLE_SORT_GET` | Get Sort Metadata | Tool to retrieve sort configuration by ID from NocoDB. Use when you need to get details about how data is ordered in a specific view. | | `NOCODB_UPDATE_VIEW_COLUMN` | Update View Column | Tool to update a column configuration in a view. Use when you need to change column visibility, order, or width in a specific view. | | `NOCODB_DELETE_VIEW` | Delete View | Tool to delete a view from a NocoDB table. Use when you need to permanently remove a view. This action cannot be undone. | | `NOCODB_DELETE_TABLE_VIEW_ROW` | Delete Table View Row | Tool to delete a specific row from a table view in NocoDB. Use when you need to remove a single record from a view. | | `NOCODB_GET_INTEGRATION_INFO` | Get Integration Info | Tool to retrieve metadata for a specific NocoDB integration by type and subtype. Use when you need to get integration configuration schema, display information, or available capabilities for an integration. | | `NOCODB_LIST_INTEGRATIONS` | List Integrations | Tool to retrieve all available integrations in NocoDB. Use when you need to list all integrations including AI, authentication, sync, and workflow-node types. | | `NOCODB_STORE_INTEGRATION_CONFIGURATION` | Store Integration Configuration | Tool to store configuration for a NocoDB integration. Use when you need to save or update integration settings like API keys, models, or other configuration parameters. | | `NOCODB_DELETE_NOTIFICATION` | Delete Notification | Tool to delete a notification for the authenticated user. Use when you need to remove a notification. This performs a soft-delete operation. | | `NOCODB_LIST_NOTIFICATIONS` | List Notifications | Tool to retrieve paginated notification records for the authenticated user. Use when you need to list notifications with optional filtering by read status and pagination support. Only returns notifications that haven't been soft-deleted. | | `NOCODB_POLL_NOTIFICATIONS` | Poll Notifications | Tool to poll for notifications using long-polling mechanism. Use when you need to check for new notifications for the authenticated user. The connection is maintained for up to 30 seconds; if no notification arrives, returns status 'refresh' and the client should poll again. | | `NOCODB_GET_PLUGIN_STATUS` | Get Plugin Status | Tool to check if a NocoDB plugin is active or not. Use when you need to verify the operational status of a specific plugin by its identifier. | | `NOCODB_LIST_PUBLIC_SHARED_VIEW_GROUPED_DATA` | List Public Shared View Grouped Data | Tool to retrieve grouped data from a publicly shared NocoDB view. Use when you need to access grouped records from a public shared view without authentication. | | `NOCODB_UPLOAD_ATTACHMENTS_BY_URL` | Upload Attachments by URL | Tool to upload attachments from remote URLs to NocoDB storage. Use when you need to import files from external URLs or migrate attachments from other platforms like Airtable. The server fetches files from provided URLs and stores them in configured storage. | | `NOCODB_GET_TABLE_SCHEMA` | Get Table Schema | Tool to retrieve complete schema information for a specific table. Use when you need to understand table structure, field definitions, or available views. | | `NOCODB_UPDATE_USER_PROFILE` | Update User Profile | Tool to update authenticated user's profile information including display name, first name, and last name. Use when you need to modify the current user's profile details in NocoDB. | | `NOCODB_GET_AGGREGATED_META_INFO` | Get Aggregated Meta Info | Tool to get aggregated meta information such as tableCount, dbViewCount, viewCount and other statistics about the NocoDB instance. Use when you need an overview of the system's data structure and usage metrics. | | `NOCODB_GET_APPLICATION_HEALTH_STATUS` | Get Application Health Status | Tool to get the NocoDB application health status. Use when you need to check if the application is running and responsive, typically for load balancers or monitoring systems. | | `NOCODB_GET_APPLICATION_INFO` | Get Application Info | Tool to get comprehensive NocoDB application information including authentication settings, version, limits, and deployment configuration. Use when you need to discover application capabilities, feature flags, or system configuration. | | `NOCODB_GET_CLOUD_FEATURES` | Get Cloud Features | Tool to get NocoDB Cloud features. Use when you need to retrieve available cloud-specific features and capabilities, including their availability status and highlight information. | | `NOCODB_GET_COMMAND_PALETTE_SUGGESTIONS` | Get Command Palette Suggestions | Tool to get dynamic command palette suggestions based on scope. Use when you need to retrieve available commands and actions for the NocoDB interface. | | `NOCODB_REPORT_ERROR` | Report Error | Tool to report errors to NocoDB's error tracking system. Use when you need to submit error reports including error type, message, stack trace, and timestamp for monitoring and debugging purposes. | | `NOCODB_GET_PRODUCT_FEED` | Get Product Feed | Tool to get NocoDB product feed from social media sources including GitHub, YouTube, Twitter, and Cloud. Use when you need to retrieve social media updates and content from NocoDB's various channels. Supports filtering by feed source and pagination. | | `NOCODB_CONVERT_URL_TO_DATABASE_CONFIG` | Convert URL to Database Config | Tool to convert JDBC URL or database connection URL to connection configuration object. Use when you need to parse and extract database connection parameters from a URL string for configuration purposes. | | `NOCODB_LIST_WORKSPACE_BASES` | List Workspace Bases | Tool to list all bases in a NocoDB workspace. Use when you need to retrieve bases associated with a specific workspace. Supports pagination via page and pageSize parameters. | ## Supported Triggers None listed. ## Creating MCP Server - Stand-alone vs Composio SDK The NocoDB MCP server is an implementation of the Model Context Protocol that connects your AI agent to NocoDB. It provides structured and secure access so your agent can perform NocoDB 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 NocoDB - 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 NocoDB - MCPServerStreamableHTTP connects to the NocoDB 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 NocoDB 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 NocoDB composio = Composio(api_key=api_key) session = composio.create( user_id=user_id, toolkits=["nocodb"], ) 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 NocoDB endpoint - The agent uses GPT-5 to interpret user commands and perform NocoDB operations - The instructions field defines the agent's role and behavior ```python # Attach the MCP server to a Pydantic AI Agent nocodb_mcp = MCPServerStreamableHTTP(url, headers={"x-api-key": COMPOSIO_API_KEY}) agent = Agent( "openai:gpt-5", toolsets=[nocodb_mcp], instructions=( "You are a NocoDB assistant. Use NocoDB 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 - NocoDB 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 NocoDB.\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 NocoDB composio = Composio(api_key=api_key) session = composio.create( user_id=user_id, toolkits=["nocodb"], ) 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 nocodb_mcp = MCPServerStreamableHTTP(url, headers={"x-api-key": COMPOSIO_API_KEY}) agent = Agent( "openai:gpt-5", toolsets=[nocodb_mcp], instructions=( "You are a NocoDB assistant. Use NocoDB 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 NocoDB.\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 NocoDB through Composio's Tool Router. With this setup, your agent can perform real NocoDB 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 + NocoDB 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 NocoDB MCP Agent with another framework - [ChatGPT](https://composio.dev/toolkits/nocodb/framework/chatgpt) - [Antigravity](https://composio.dev/toolkits/nocodb/framework/antigravity) - [OpenAI Agents SDK](https://composio.dev/toolkits/nocodb/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/nocodb/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/nocodb/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/nocodb/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/nocodb/framework/codex) - [Cursor](https://composio.dev/toolkits/nocodb/framework/cursor) - [VS Code](https://composio.dev/toolkits/nocodb/framework/vscode) - [OpenCode](https://composio.dev/toolkits/nocodb/framework/opencode) - [OpenClaw](https://composio.dev/toolkits/nocodb/framework/openclaw) - [Hermes](https://composio.dev/toolkits/nocodb/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/nocodb/framework/cli) - [Google ADK](https://composio.dev/toolkits/nocodb/framework/google-adk) - [LangChain](https://composio.dev/toolkits/nocodb/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/nocodb/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/nocodb/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/nocodb/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/nocodb/framework/crew-ai) ## Related Toolkits - [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. - [Notion](https://composio.dev/toolkits/notion) - Notion is a collaborative workspace for notes, docs, wikis, and tasks. It streamlines team knowledge, project tracking, and workflow customization in one place. - [Airtable](https://composio.dev/toolkits/airtable) - Airtable combines the flexibility of spreadsheets with the power of a database for easy project and data management. Teams use Airtable to organize, track, and collaborate with custom views and automations. - [Asana](https://composio.dev/toolkits/asana) - Asana is a collaborative work management platform for teams to organize and track projects. It streamlines teamwork, boosts productivity, and keeps everyone aligned on goals. - [Google Tasks](https://composio.dev/toolkits/googletasks) - Google Tasks is a to-do list and task management tool integrated into Gmail and Google Calendar. It helps you organize, track, and complete tasks across your Google ecosystem. - [Linear](https://composio.dev/toolkits/linear) - Linear is a modern issue tracking and project planning tool for fast-moving teams. It helps streamline workflows, organize projects, and boost productivity. - [Jira](https://composio.dev/toolkits/jira) - Jira is Atlassian’s platform for bug tracking, issue tracking, and agile project management. It helps teams organize work, prioritize tasks, and deliver projects efficiently. - [Clickup](https://composio.dev/toolkits/clickup) - ClickUp is an all-in-one productivity platform for managing tasks, docs, goals, and team collaboration. It streamlines project workflows so teams can work smarter and stay organized in one place. - [Monday](https://composio.dev/toolkits/monday) - Monday.com is a customizable work management platform for project planning and collaboration. It helps teams organize tasks, automate workflows, and track progress in real time. - [Addressfinder](https://composio.dev/toolkits/addressfinder) - Addressfinder is a data quality platform for verifying addresses, emails, and phone numbers. It helps you ensure accurate customer and contact data every time. - [Agiled](https://composio.dev/toolkits/agiled) - Agiled is an all-in-one business management platform for CRM, projects, and finance. It helps you streamline workflows, consolidate client data, and manage business processes in one place. - [Ascora](https://composio.dev/toolkits/ascora) - Ascora is a cloud-based field service management platform for service businesses. It streamlines scheduling, invoicing, and customer operations in one place. - [Basecamp](https://composio.dev/toolkits/basecamp) - Basecamp is a project management and team collaboration tool by 37signals. It helps teams organize tasks, share files, and communicate efficiently in one place. - [Beeminder](https://composio.dev/toolkits/beeminder) - Beeminder is an online goal-tracking platform that uses monetary pledges to keep you motivated. Stay accountable and hit your targets with real financial incentives. - [Boxhero](https://composio.dev/toolkits/boxhero) - Boxhero is a cloud-based inventory management platform for SMBs, offering real-time updates, barcode scanning, and team collaboration. It helps businesses streamline stock tracking and analytics for smarter inventory decisions. - [Breathe HR](https://composio.dev/toolkits/breathehr) - Breathe HR is cloud-based HR software for SMEs to manage employee data, absences, and performance. It simplifies HR admin, making it easy to keep employee records accurate and up to date. - [Breeze](https://composio.dev/toolkits/breeze) - Breeze is a project management platform designed to help teams plan, track, and collaborate on projects. It streamlines workflows and keeps everyone on the same page. - [Bugherd](https://composio.dev/toolkits/bugherd) - Bugherd is a visual feedback and bug tracking tool for websites. It helps teams and clients report website issues directly on live sites for faster fixes. - [Canny](https://composio.dev/toolkits/canny) - Canny is a platform for managing customer feedback and feature requests. It helps teams prioritize product decisions based on real user insights. - [Chmeetings](https://composio.dev/toolkits/chmeetings) - Chmeetings is a church management platform for events, members, donations, and volunteers. It streamlines church operations and improves community engagement. ## Frequently Asked Questions ### What are the differences in Tool Router MCP and NocoDB MCP? With a standalone NocoDB MCP server, the agents and LLMs can only access a fixed set of NocoDB tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from NocoDB 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 NocoDB tools. ### Can I manage the permissions and scopes for NocoDB while using Tool Router? Yes, absolutely. You can configure which NocoDB 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 NocoDB data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)