# How to integrate Flowiseai MCP with Atomic Agent ```json { "title": "How to integrate Flowiseai MCP with Atomic Agent", "toolkit": "Flowiseai", "toolkit_slug": "flowiseai", "framework": "Atomic Agent", "framework_slug": "atomic-agent", "url": "https://composio.dev/toolkits/flowiseai/framework/atomic-agent", "markdown_url": "https://composio.dev/toolkits/flowiseai/framework/atomic-agent.md", "updated_at": "2026-08-11T13:09:43.393Z" } ``` ## 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 Flowiseai. 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 Flowiseai account. See the [Atomic Agent documentation](https://atomicagent.io/docs/?cta_placement=atomic-agent-docs) for installation instructions. ## Also integrate Flowiseai with - [OpenAI Agents SDK](https://composio.dev/toolkits/flowiseai/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/flowiseai/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/flowiseai/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/flowiseai/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/flowiseai/framework/codex) - [OpenClaw](https://composio.dev/toolkits/flowiseai/framework/openclaw) - [Hermes](https://composio.dev/toolkits/flowiseai/framework/hermes-agent) - [Google ADK](https://composio.dev/toolkits/flowiseai/framework/google-adk) - [LangChain](https://composio.dev/toolkits/flowiseai/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/flowiseai/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/flowiseai/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/flowiseai/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/flowiseai/framework/crew-ai) - [Pydantic AI](https://composio.dev/toolkits/flowiseai/framework/pydantic-ai) - [AutoGen](https://composio.dev/toolkits/flowiseai/framework/autogen) ## TL;DR ### How Atomic Agent connects to Flowiseai 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 Flowiseai to Atomic Agent ### Connect Flowiseai 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 Flowiseai. It searches Composio for the right tool. - On first use, open the sign-in link returned in the chat. Connect your Flowiseai 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 Flowiseai MCP server, and what's possible with it? The Flowiseai MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Flowiseai account. It provides structured and secure access to your FlowiseAI workspace, so your agent can manage chatflows, automate workflow creation, clone or delete existing flows, and handle tool configurations on your behalf. - Automated chatflow creation and management: Instantly create new chatflows, fetch details of existing ones, or update and organize your LLM workflows programmatically. - Seamless cloning and exporting of chatflows: Duplicate any chatflow with a single request or export them for backup, sharing, or versioning across projects. - Easy clean-up and deletion: Direct your agent to delete chatflows, remove outdated tools, or erase chat messages to keep your workspace tidy and relevant. - Tool and workflow introspection: Retrieve detailed metadata for specific tools or chatflows so your agent can make informed decisions about which components to use or modify. - Effortless import and migration: Import chatflows from exported JSON files, making it simple to migrate or restore entire AI workflows with minimal manual effort. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `FLOWISEAI_CLONE_CHATFLOW` | Clone Chatflow | Tool to clone an existing chatflow. Use when you need to duplicate a chatflow by its ID. | | `FLOWISEAI_CREATE_CHATFLOW` | Create Chatflow | Creates a new chatflow in FlowiseAI. Chatflows are visual workflows that define AI agent behavior using nodes and edges. Use this to programmatically create single-agent (CHATFLOW) or multi-agent (MULTIAGENT) flows. Only 'name' is required; type defaults to 'CHATFLOW' and flowData defaults to an empty flow structure. | | `FLOWISEAI_CREATE_DOCUMENT_STORE` | Create Document Store | Creates a new document store in FlowiseAI. Document stores are used to manage embeddings and vector data for AI applications. Use this to programmatically create storage for documents that will be embedded and searched. | | `FLOWISEAI_CREATE_LEAD` | Create Lead | Tool to create a new lead in a chatflow. Use when you need to capture lead information from a chat session for follow-up or CRM integration. | | `FLOWISEAI_CREATE_TOOL` | Create Tool | Tool to create a new FlowiseAI tool. Use when you need to create a custom tool with specific name, description, and color. Optionally provide icon URL, JSON schema, or JavaScript function code. | | `FLOWISEAI_CREATE_VARIABLE` | Create Variable | Creates a new variable in FlowiseAI. Variables are used to store configuration values, API keys, and other data that can be referenced across chatflows. Use this to programmatically create string or number variables with optional values. | | `FLOWISEAI_DELETE_CHATFLOW` | Delete Chatflow | Tool to delete a chatflow by its ID. Use after confirming the chatflow ID is correct. | | `FLOWISEAI_DELETE_CHAT_MESSAGES` | Delete Chat Messages | Tool to delete chat messages for a specific chatflow. Use when you need to remove messages based on optional filters. Use after confirming the chatflow ID. | | `FLOWISEAI_DELETE_DOCUMENT_STORE` | Delete Document Store | Tool to delete a specific document store by its ID. Use when you need to permanently remove a document store. This action is destructive and cannot be undone. | | `FLOWISEAI_DELETE_TOOL_BY_ID` | Delete Tool By ID | Permanently deletes a FlowiseAI tool by its unique ID. This action is destructive and cannot be undone. Use FLOWISEAI_LIST_ALL_TOOLS first to verify the correct tool ID before deletion. | | `FLOWISEAI_DELETE_VARIABLE` | Delete Variable | Tool to delete a variable by its unique ID. Use when you need to permanently remove a variable from FlowiseAI. | | `FLOWISEAI_EDIT_DOCUMENT_STORE_FILE_CHUNK` | Edit Document Store File Chunk | Tool to update a specific chunk in a FlowiseAI document store. Use when you need to modify the content or metadata of an existing chunk. At least one of pageContent or metadata must be provided. | | `FLOWISEAI_GET_ALL_CHATFLOWS` | Get All Chatflows | Retrieves all chatflows from the authenticated FlowiseAI account. Use this to list available chatflows, get their IDs for subsequent operations (like update, delete, export), or check chatflow deployment status. Returns an empty list if no chatflows exist. | | `FLOWISEAI_GET_ALL_CHAT_MESSAGE_FEEDBACK` | Get All Chat Message Feedback | Tool to list all chat message feedbacks for a chatflow. Use when you need to view feedback given on messages in a specific chatflow. | | `FLOWISEAI_GET_ALL_LEADS_FOR_CHATFLOW` | Get All Leads for Chatflow | Tool to retrieve all leads for a specific chatflow. Use when you need to see lead information collected from a chatflow's interactions. | | `FLOWISEAI_GET_ALL_UPSERT_HISTORY` | Get All Upsert History | Tool to retrieve all upsert history records for a specific chatflow. Use when you need to view the history of upsert operations. | | `FLOWISEAI_GET_ALL_VARIABLES` | Get All Variables | Tool to retrieve a list of all variables. Use when you need to list all variables available in the FlowiseAI workspace. Returns an empty list if no variables exist. | | `FLOWISEAI_GET_DOCUMENT_STORE_BY_ID` | Get Document Store By ID | Tool to retrieve a document store by its ID. Use when you have a document store ID and need its full details including configuration and status. | | `FLOWISEAI_GET_DOCUMENT_STORE_FILE_CHUNKS` | Get Document Store File Chunks | Tool to get chunks from a specific document loader. Use when you need to retrieve chunked content from a document in a FlowiseAI document store. | | `FLOWISEAI_GET_SINGLE_CHATFLOW` | Get Single Chatflow | Tool to retrieve a chatflow by its ID. Use when you have a chatflow ID and need its full details. | | `FLOWISEAI_GET_TOOL_BY_ID` | Get Tool By ID | Tool to retrieve a specific FlowiseAI tool by its ID. Use when you need detailed metadata of a tool before interacting with it. | | `FLOWISEAI_LIST_ALL_TOOLS` | List All Tools | Tool to retrieve a list of all tools. Use when you need to list every tool available after authentication. | | `FLOWISEAI_LIST_ASSISTANTS` | List Assistants | Tool to retrieve a list of all assistants. Use when you need to list every assistant available in the authenticated FlowiseAI account. | | `FLOWISEAI_LIST_CHAT_MESSAGES` | List Chat Messages | Tool to list chat messages of a chatflow. Use after selecting a chatflow when you need to view its messages. | | `FLOWISEAI_PING_SERVER` | Ping Server | Tool to ping the FlowiseAI server to verify it is running and accessible. Use this to perform a health check before executing other operations or to diagnose connectivity issues. | | `FLOWISEAI_UPDATE_CHATFLOW_DETAILS` | Update Chatflow Details | Tool to update details of an existing chatflow. Use when you have confirmed the chatflow ID and want to modify its fields. | | `FLOWISEAI_UPDATE_DOCUMENT_STORE` | Update Document Store | Tool to update a specific document store. Use when you need to modify properties of an existing document store. | | `FLOWISEAI_UPDATE_TOOL_BY_ID` | Update Tool By ID | Updates a FlowiseAI tool's properties by its ID. Use this to modify tool name, description, color, icon, JSON schema, or JavaScript function code. Requires the tool's UUID from LIST_ALL_TOOLS or GET_TOOL_BY_ID. At least one field must be provided for update. | | `FLOWISEAI_UPDATE_VARIABLE` | Update Variable | Tool to update a variable by its ID. Use when you need to modify a variable's name, value, or type. | ## 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 Flowiseai from Atomic Agent With your account connected, ask Atomic Agent to work with Flowiseai 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 Flowiseai MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/flowiseai/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/flowiseai/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/flowiseai/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/flowiseai/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/flowiseai/framework/codex) - [OpenClaw](https://composio.dev/toolkits/flowiseai/framework/openclaw) - [Hermes](https://composio.dev/toolkits/flowiseai/framework/hermes-agent) - [Google ADK](https://composio.dev/toolkits/flowiseai/framework/google-adk) - [LangChain](https://composio.dev/toolkits/flowiseai/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/flowiseai/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/flowiseai/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/flowiseai/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/flowiseai/framework/crew-ai) - [Pydantic AI](https://composio.dev/toolkits/flowiseai/framework/pydantic-ai) - [AutoGen](https://composio.dev/toolkits/flowiseai/framework/autogen) ## Related Toolkits - [Composio](https://composio.dev/toolkits/composio) - Composio is an integration platform that connects AI agents with hundreds of business tools. It streamlines authentication and lets you trigger actions across services—no custom code needed. - [Composio search](https://composio.dev/toolkits/composio_search) - Composio search is a unified web search toolkit spanning travel, e-commerce, news, financial markets, images, and more. It lets you and your apps tap into up-to-date web data from a single, easy-to-integrate service. - [Perplexityai](https://composio.dev/toolkits/perplexityai) - Perplexityai delivers natural, conversational AI models for generating human-like text. Instantly get context-aware, high-quality responses for chat, search, or complex workflows. - [Browser tool](https://composio.dev/toolkits/browser_tool) - Browser tool is a virtual browser integration that lets AI agents interact with the web programmatically. It enables automated browsing, scraping, and action-taking from any AI workflow. - [Ai ml api](https://composio.dev/toolkits/ai_ml_api) - Ai ml api is a suite of AI/ML models for natural language and image tasks. It provides fast, scalable access to advanced AI capabilities for your apps and workflows. - [Aivoov](https://composio.dev/toolkits/aivoov) - Aivoov is an AI-powered text-to-speech platform offering 1,000+ voices in over 150 languages. Instantly turn written content into natural, human-like audio for any application. - [All images ai](https://composio.dev/toolkits/all_images_ai) - All-Images.ai is an AI-powered image generation and management platform. It helps you create, search, and organize images effortlessly with advanced AI capabilities. - [AltTextLab](https://composio.dev/toolkits/alt_text_lab) - AltTextLab is an AI service that generates accessible, SEO-aware alt text for images. It helps teams make image content easier to understand, index, and publish. - [Anthropic administrator](https://composio.dev/toolkits/anthropic_administrator) - Anthropic administrator is an API for managing Anthropic organizational resources like members, workspaces, and API keys. It helps you automate admin tasks and streamline resource management across your Anthropic organization. - [Api labz](https://composio.dev/toolkits/api_labz) - Api labz is a platform offering a suite of AI-driven APIs and workflow tools. It helps developers automate tasks and build smarter, more efficient applications. - [Apiframe](https://composio.dev/toolkits/apiframe) - Apiframe is an API platform for generating and managing AI images, videos, music, uploads, assets, jobs, and custom LoRAs. It gives developers one clean API for creative AI workflows without juggling multiple model providers. - [Apipie ai](https://composio.dev/toolkits/apipie_ai) - Apipie ai is an AI model aggregator offering a single API for accessing top AI models from multiple providers. It helps developers build cost-efficient, latency-optimized AI solutions without juggling multiple integrations. - [Arize AX](https://composio.dev/toolkits/arize_ax) - Arize AX is an AI engineering platform for tracing, evaluating, and improving AI applications. Use it to debug LLM behavior, compare experiments, and improve production AI quality. - [Artificial Analysis](https://composio.dev/toolkits/artificial_analysis) - Artificial Analysis is an independent benchmarking platform for AI models and API providers. Use it to compare model intelligence, coding, math, pricing, latency, throughput, and arena rankings. - [AssemblyAI](https://composio.dev/toolkits/assemblyai) - AssemblyAI is a speech-to-text and audio intelligence API for uploaded or hosted media. Use it to turn audio and video into accurate transcripts, summaries, and insights. - [Astica ai](https://composio.dev/toolkits/astica_ai) - Astica ai provides APIs for computer vision, NLP, and voice synthesis. Integrate advanced AI features into your app with a single API key. - [Avoma](https://composio.dev/toolkits/avoma) - Avoma is an AI meeting assistant for recording, transcribing, analyzing, and managing meetings, calls, notes, scorecards, and conversation intelligence. It helps teams turn conversations into searchable notes, follow-ups, coaching insights, and revenue intelligence. - [Bigml](https://composio.dev/toolkits/bigml) - BigML is a machine learning platform that lets you build, train, and deploy predictive models from your data. Its intuitive interface and robust API make machine learning accessible and efficient. - [Bland AI](https://composio.dev/toolkits/bland_ai) - Bland AI is a conversational AI platform for building voice agents, phone calls, messaging, and communication workflows. Use it to automate calling, evaluate conversations, and run voice operations at scale. - [Botbaba](https://composio.dev/toolkits/botbaba) - Botbaba is a platform for building, managing, and deploying conversational AI chatbots across messaging channels. It streamlines chatbot automation, making it easier to integrate AI into customer interactions. ## Frequently Asked Questions ### What are the differences in Tool Router MCP and Flowiseai MCP? With a standalone Flowiseai MCP server, the agents and LLMs can only access a fixed set of Flowiseai tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Flowiseai 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 Flowiseai tools. ### Can I manage the permissions and scopes for Flowiseai while using Tool Router? Yes, absolutely. You can configure which Flowiseai 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 Flowiseai data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)