# How to integrate Bubble MCP with Atomic Agent ```json { "title": "How to integrate Bubble MCP with Atomic Agent", "toolkit": "Bubble", "toolkit_slug": "bubble", "framework": "Atomic Agent", "framework_slug": "atomic-agent", "url": "https://composio.dev/toolkits/bubble/framework/atomic-agent", "markdown_url": "https://composio.dev/toolkits/bubble/framework/atomic-agent.md", "updated_at": "2026-08-11T13:07:16.879Z" } ``` ## Introduction Atomic Agent is an open-source AI agent that runs on your machine and supports local models through llama.cpp. Connect it to 1,500+ apps through Composio, including Bubble. This guide uses Atomic Agent's built-in Composio integration. You need Atomic Agent v0.5.6 or later, your own Composio API key, and a Bubble account. See the [Atomic Agent documentation](https://atomicagent.io/docs/?cta_placement=atomic-agent-docs) for installation instructions. ## Also integrate Bubble with - [OpenAI Agents SDK](https://composio.dev/toolkits/bubble/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/bubble/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/bubble/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/bubble/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/bubble/framework/codex) - [OpenClaw](https://composio.dev/toolkits/bubble/framework/openclaw) - [Hermes](https://composio.dev/toolkits/bubble/framework/hermes-agent) - [Google ADK](https://composio.dev/toolkits/bubble/framework/google-adk) - [LangChain](https://composio.dev/toolkits/bubble/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/bubble/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/bubble/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/bubble/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/bubble/framework/crew-ai) - [Pydantic AI](https://composio.dev/toolkits/bubble/framework/pydantic-ai) - [AutoGen](https://composio.dev/toolkits/bubble/framework/autogen) ## TL;DR ### How Atomic Agent connects to Bubble Atomic Agent connects to Composio's Tool Router over Streamable HTTP MCP. It discovers the tools needed for your request, and Composio handles account authentication. Execution and account-connection tools follow Atomic Agent's configured approval policy. Review any approval prompt before allowing an action on your connected account. ## Connect Bubble to Atomic Agent ### Connect Bubble to Atomic Agent - Sign up or sign in to the [Composio dashboard](https://dashboard.composio.dev/?cta_placement=atomic-agent-api-key). Copy your API key. - In Atomic Agent, open the Integrations tab and select Composio. Select API key, press e, paste the key, and press Enter. The tools become available immediately, without a restart. - Ask Atomic Agent to do something in Bubble. It searches Composio for the right tool. - On first use, open the sign-in link returned in the chat. Connect your Bubble account, then return to Atomic Agent to continue. ### Headless setup Add the following line to ~/.atomic-agent/.env, replacing YOUR_COMPOSIO_API_KEY with your key. Start Atomic Agent after saving the file. ```bash COMPOSIO_API_KEY=YOUR_COMPOSIO_API_KEY ``` ## What is the Bubble MCP server, and what's possible with it? The Bubble MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Bubble applications. It provides structured and secure access to your Bubble backend, so your agent can perform actions like creating and updating database entries, running workflows, fetching app data, and managing users on your behalf. - Automated database management: Your agent can create, update, or delete entries in your Bubble app’s database, streamlining data operations without manual input. - Workflow execution: Let your agent trigger workflows inside your Bubble app to automate complex business processes based on real-time prompts or events. - Dynamic data queries: Effortlessly ask your agent to fetch, filter, or search records from any data type within your Bubble app and return structured results. - User account administration: Enable your agent to create, update, or manage user profiles, permissions, and authentication flows directly in your Bubble environment. - App configuration and resource management: Allow your agent to adjust application settings, manage resources, or monitor usage metrics—keeping your Bubble project running smoothly. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `BUBBLE_DATA_BULK_CREATE_THINGS` | Bulk Create Things | Tool to bulk create multiple Things in Bubble via newline-separated JSON. Use when you need to insert many records at once. Must have Create via API permission. | | `BUBBLE_DATA_CREATE_THING` | Create Thing | Tool to create a new Thing. Use when providing a complete JSON payload to add a new record. | | `BUBBLE_DATA_DELETE_THING_BY_ID` | Delete Thing By ID | Tool to delete a Bubble Thing by its unique ID. Use when you need to remove a specific record via the Bubble Data API. | | `BUBBLE_DATA_GET_THING_BY_ID` | Get Thing By ID | Retrieves a single Thing (record) from a Bubble Data Type by its unique ID. This is a read-only operation that fetches complete details of a specific record. The response includes all custom fields defined in the Data Type, plus standard Bubble fields (_id, created_by, created_date, modified_date). Use when you need to: - Fetch details of a specific record you know the ID of - Verify a record exists - Get the latest field values for a Thing Note: Requires the Data API to be enabled in your Bubble app settings and the specific Data Type to be exposed via the API. | | `BUBBLE_DATA_PATCH_THING_BY_ID` | Patch Thing By ID | Tool to modify selected fields on a Thing by its unique ID. Use after confirming the Thing exists. | | `BUBBLE_DATA_PUT_REPLACE_THING_BY_ID` | Replace Thing by ID | Tool to replace all editable fields on a Thing by its Unique ID. Use when you need a full overwrite of a Thing's fields and reset omitted fields to default. | | `BUBBLE_FILE_DOWNLOAD` | Download File | Tool to download a file given its URL. Use when you need to retrieve file content and obtain an s3key for subsequent upload tests. | | `BUBBLE_FILE_TEMP_CREATE` | Create Temp File | Tool to upload bytes as a temporary file to Cloudflare R2 and return an S3 key. Use when you need a short-lived file reference before persisting it in a Thing. | | `BUBBLE_FILE_UPLOAD` | Upload File | Tool to upload a file to Bubble storage. Use when you need to store arbitrary files via Bubble's /fileupload endpoint. | | `BUBBLE_META_GET_SWAGGER_JSON` | Get Bubble API Swagger JSON | Tool to retrieve the auto-generated Swagger JSON for enabled APIs. Use after enabling the Swagger file in your Bubble app's API settings. | | `BUBBLE_O_AUTH_ACCESS_TOKEN` | Get OAuth Access Token | Tool to exchange an authorization code or refresh token for an OAuth2 access token. Use after obtaining an authorization code or when refreshing an expired token. | | `BUBBLE_OAUTH_AUTHORIZE` | OAuth Authorize | Tool to initiate OAuth2 authorization flow for Bubble. Use when setting up third-party login integration. Returns the URL for user-agent redirection to obtain an authorization code. | | `BUBBLE_O_AUTH_REGISTER_APP` | Bubble OAuth Register App | Tool to validate/initialize OAuth application credentials with Bubble. It performs a real call to Bubble's /oauth/authorize endpoint (or provided override) using client_id and redirect_uri to confirm connectivity and returns supplied credentials. | | `BUBBLE_WORKFLOW_TRIGGER_GET` | Trigger Bubble Workflow via GET | Trigger a Bubble API workflow using an HTTP GET request. API workflows are server-side workflows in Bubble that can be triggered externally. Use GET for simple workflows that don't require a request body (parameters passed as query strings). For workflows requiring complex data or file uploads, use the POST version instead. Before using: The workflow must be created in Bubble's workflow editor and marked as "Expose as a public API workflow". The Bubble app must have API access enabled in its subscription. | | `BUBBLE_WORKFLOW_TRIGGER_POST` | Trigger Bubble Workflow via POST | Triggers a Bubble API workflow by name using a POST request. Use this tool to execute backend workflows in your Bubble application. The workflow must be configured in your Bubble app's API Workflows section with "Expose as public API workflow" enabled. Pass any required parameters as a JSON object in the parameters field. | ## Supported Triggers None listed. ## Troubleshooting ### Why is my API key rejected? Copy the key directly from the Composio dashboard. Atomic Agent requires ASCII characters because it sends the key in an HTTP header. Remove any extra characters introduced when copying. ### Why are Composio tools unavailable after saving a key? Check that you use Atomic Agent v0.5.6 or later and that Composio is enabled in your configuration. A "composio": { "enabled": false } setting disables the integration while keeping the saved key on disk. ### Does Composio have a free plan? The Hobby plan includes 100,000 tool calls per month. Composio-managed OAuth apps have a lower included allowance. See [Composio pricing](/pricing) for the current limits that apply to your connection. ## Complete Code None listed. ## Conclusion ### Use Bubble from Atomic Agent With your account connected, ask Atomic Agent to work with Bubble in natural language. You can connect more apps through the same Composio integration as you need them. Visit the [Atomic Agent website](https://atomicagent.io/?cta_placement=atomic-agent-site) or inspect the [Atomic Agent source code](https://github.com/AtomicBot-ai/atomic-agent?cta_placement=atomic-agent-repo). ## How to build Bubble MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/bubble/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/bubble/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/bubble/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/bubble/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/bubble/framework/codex) - [OpenClaw](https://composio.dev/toolkits/bubble/framework/openclaw) - [Hermes](https://composio.dev/toolkits/bubble/framework/hermes-agent) - [Google ADK](https://composio.dev/toolkits/bubble/framework/google-adk) - [LangChain](https://composio.dev/toolkits/bubble/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/bubble/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/bubble/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/bubble/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/bubble/framework/crew-ai) - [Pydantic AI](https://composio.dev/toolkits/bubble/framework/pydantic-ai) - [AutoGen](https://composio.dev/toolkits/bubble/framework/autogen) ## Related Toolkits - [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. - [Codeinterpreter](https://composio.dev/toolkits/codeinterpreter) - Codeinterpreter is a Python-based coding environment with built-in data analysis and visualization. It lets you instantly run scripts, plot results, and prototype solutions inside supported platforms. - [GitHub](https://composio.dev/toolkits/github) - GitHub is a code hosting platform for version control and collaborative software development. It streamlines project management, code review, and team workflows in one place. - [1password](https://composio.dev/toolkits/_1password) - 1Password is a password manager and digital vault for storing logins, secrets, notes, and secure documents. It helps individuals and teams protect credentials, share access safely, and reduce password risk. - [Ably](https://composio.dev/toolkits/ably) - Ably is a real-time messaging platform for live chat and data sync in modern apps. It offers global scale and rock-solid reliability for seamless, instant experiences. - [Abuselpdb](https://composio.dev/toolkits/abuselpdb) - Abuselpdb is a central database for reporting and checking IPs linked to malicious online activity. Use it to quickly identify and report suspicious or abusive IP addresses. - [Alchemy](https://composio.dev/toolkits/alchemy) - Alchemy is a blockchain development platform offering APIs and tools for Ethereum apps. It simplifies building and scaling Web3 projects with robust infrastructure. - [Algolia](https://composio.dev/toolkits/algolia) - Algolia is a hosted search API that powers lightning-fast, relevant search experiences for web and mobile apps. It helps developers deliver instant, typo-tolerant, and scalable search without complex infrastructure. - [Anchor browser](https://composio.dev/toolkits/anchor_browser) - Anchor browser is a developer platform for AI-powered web automation. It transforms complex browser actions into easy API endpoints for streamlined web interaction. - [Apiflash](https://composio.dev/toolkits/apiflash) - Apiflash is a website screenshot API for programmatically capturing web pages. It delivers high-quality screenshots on demand for automation, monitoring, or reporting. - [Apiverve](https://composio.dev/toolkits/apiverve) - Apiverve delivers a suite of powerful APIs that simplify integration for developers. It's designed for reliability and scalability so you can build faster, smarter applications without the integration headache. - [Appcircle](https://composio.dev/toolkits/appcircle) - Appcircle is an enterprise-grade mobile CI/CD platform for building, testing, and publishing mobile apps. It streamlines mobile DevOps so teams ship faster and with more confidence. - [Appdrag](https://composio.dev/toolkits/appdrag) - Appdrag is a cloud platform for building websites, APIs, and databases with drag-and-drop tools and code editing. It accelerates development and iteration by combining hosting, database management, and low-code features in one place. - [Appveyor](https://composio.dev/toolkits/appveyor) - AppVeyor is a cloud-based continuous integration service for building, testing, and deploying applications. It helps developers automate and streamline their software delivery pipelines. - [Authyo](https://composio.dev/toolkits/authyo) - Authyo is a REST API service for passwordless authentication, OTP verification, session management, and transactional notifications. Use it to add secure login flows and user verification without building auth infrastructure from scratch. - [AWS Marketplace MCP](https://composio.dev/toolkits/aws_marketplace_mcp) - AWS Marketplace MCP provides MCP access to AWS Marketplace's cloud software, data, and services catalog. Use it to discover, compare, and evaluate 30K+ AWS Marketplace listings faster. - [Azure Monitor Activity Log](https://composio.dev/toolkits/azure_monitor_activity_log) - Azure Monitor Activity Log is Azure's service that records management and control-plane events for a subscription. Use it to audit changes, troubleshoot issues, and track resource operations across your Azure resources. - [Backendless](https://composio.dev/toolkits/backendless) - Backendless is a backend-as-a-service platform for mobile and web apps, offering database, file storage, user authentication, and APIs. It helps developers ship scalable applications faster without managing server infrastructure. - [Baserow](https://composio.dev/toolkits/baserow) - Baserow is an open-source no-code database platform for building collaborative data apps. It makes it easy for teams to organize data and automate workflows without writing code. - [Bench](https://composio.dev/toolkits/bench) - Bench is a benchmarking tool for automated performance measurement and analysis. It helps you quickly evaluate, compare, and track your systems or workflows. ## Frequently Asked Questions ### What are the differences in Tool Router MCP and Bubble MCP? With a standalone Bubble MCP server, the agents and LLMs can only access a fixed set of Bubble tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Bubble and many other apps based on the task at hand, all through a single MCP endpoint. ### Can I use Tool Router MCP with Atomic Agent? Yes, you can. Atomic Agent 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 Bubble tools. ### Can I manage the permissions and scopes for Bubble while using Tool Router? Yes, absolutely. You can configure which Bubble 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 Bubble data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)