# How to integrate Bigml MCP with Hermes ```json { "title": "How to integrate Bigml MCP with Hermes", "toolkit": "Bigml", "toolkit_slug": "bigml", "framework": "Hermes", "framework_slug": "hermes-agent", "url": "https://composio.dev/toolkits/bigml/framework/hermes-agent", "markdown_url": "https://composio.dev/toolkits/bigml/framework/hermes-agent.md", "updated_at": "2026-05-06T08:02:49.056Z" } ``` ## Introduction Hermes is a 24/7 autonomous agent that lives on your computer or server — it remembers what it learns and evolves as your usage grows. This guide explains the easiest and most robust way to connect your Bigml account to Hermes. You can do this through either Composio Connect CLI or Composio Connect MCP. For personal use we recommend the CLI, but you won't go wrong with MCP either. ## Also integrate Bigml with - [OpenAI Agents SDK](https://composio.dev/toolkits/bigml/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/bigml/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/bigml/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/bigml/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/bigml/framework/codex) - [OpenClaw](https://composio.dev/toolkits/bigml/framework/openclaw) - [CLI](https://composio.dev/toolkits/bigml/framework/cli) - [Google ADK](https://composio.dev/toolkits/bigml/framework/google-adk) - [LangChain](https://composio.dev/toolkits/bigml/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/bigml/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/bigml/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/bigml/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/bigml/framework/crew-ai) ## TL;DR ### What is Composio Connect? Composio Connect is a consumer offering that lets anyone plug 1,000+ applications directly into their agent harness — including Hermes. It can: - Search and load tools from relevant toolkits on-demand, reducing context usage. - Chain multiple tools to accomplish complex workflows via a remote workbench, without excessive back-and-forth with the LLM. - Manage app authentication end-to-end with zero manual overhead. ## Connect Bigml to Hermes ### Integrating Bigml with Hermes ### Using Composio Connect CLI 1. Install the Composio CLI Run the install script directly, or paste https://composio.dev/hermes into your Hermes chat box to have it installed for you. ```bash curl -fsSL https://composio.dev/install | bash ``` ## What is the Bigml MCP server, and what's possible with it? The Bigml MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Bigml account. It provides structured and secure access to your machine learning environment, so your agent can perform actions like creating projects, managing data connectors, inspecting resources, and analyzing correlations on your behalf. - Project creation and organization: Easily direct your agent to create new projects to group related BigML resources for streamlined workflows. - External data connector management: Have your agent set up and retrieve external connectors to bring in data from external sources and databases. - Resource inspection and retrieval: Let your agent fetch detailed metadata about projects or connectors, helping you monitor and audit your ML assets. - Automated project cleanup: Instruct your agent to delete obsolete or unused projects, ensuring your workspace stays organized and efficient. - Correlation browsing and analysis: Ask your agent to list and paginate correlation resources, uncovering relationships among your datasets for deeper insights. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `BIGML_CREATE_EXTERNAL_CONNECTOR` | Create External Connector | Tool to create a new external connector for data sources. use after configuring external databases or search indices. | | `BIGML_CREATE_PROJECT` | Create Project | Tool to create a new project. use when you need to group related bigml resources into a project. | | `BIGML_DELETE_PROJECT` | Delete Project | Tool to delete an existing project. use when you need to permanently remove a project resource after confirming it is not in use by other resources. | | `BIGML_GET_EXTERNAL_CONNECTOR` | Get External Connector | Tool to retrieve details of an external connector. use after creating or listing external connectors to inspect its state. | | `BIGML_GET_PROJECT` | Get Project | Tool to retrieve details of a project by id. use when you need to inspect project metadata before analysis. | | `BIGML_LIST_CORRELATIONS` | List Correlations | Tool to list correlation resources. use when you need to browse or paginate existing correlations for the authenticated user. | ## Supported Triggers None listed. ## Creating MCP Server - Stand-alone vs Composio SDK The Bigml MCP server provides comprehensive access to Bigml operations through Composio. Once connected, Hermes can perform all major Bigml actions on your behalf using natural language commands. ## Complete Code None listed. ## Conclusion ### Way Forward With Bigml connected, Hermes can now act on your behalf whenever it detects a relevant task or you ask it to. From here, you can extend Hermes further: - Connect more apps: Calendar, Slack, Notion, Linear, and hundreds of others are available through the same Composio Connect setup. Each new integration compounds what Hermes can do for you. - Build workflows across tools: Once multiple apps are connected, Hermes can chain actions together — turn an email into a calendar invite, a Slack message into a Linear ticket, or a meeting note into a follow-up draft. - Let it learn your patterns: The more you use Hermes, the better it gets at anticipating how you'd handle recurring tasks. Give it feedback on drafts and decisions, and it will adapt. If you run into trouble or want to share what you've built, join the [community](https://discord.com/invite/composio) or check out the [Docs](https://docs.composio.dev?utm_source=toolkits&utm_medium=framework_template&utm_campaign=hermes&utm_content=docs) for deeper configuration options. ## How to build Bigml MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/bigml/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/bigml/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/bigml/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/bigml/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/bigml/framework/codex) - [OpenClaw](https://composio.dev/toolkits/bigml/framework/openclaw) - [CLI](https://composio.dev/toolkits/bigml/framework/cli) - [Google ADK](https://composio.dev/toolkits/bigml/framework/google-adk) - [LangChain](https://composio.dev/toolkits/bigml/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/bigml/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/bigml/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/bigml/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/bigml/framework/crew-ai) ## 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. - [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. - [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. - [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. - [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. - [Botpress](https://composio.dev/toolkits/botpress) - Botpress is an open-source platform for building, deploying, and managing chatbots. It helps teams automate conversations and deliver rich, interactive messaging experiences. - [Chatbotkit](https://composio.dev/toolkits/chatbotkit) - Chatbotkit is a platform for building and managing AI-powered chatbots using robust APIs and SDKs. It lets you easily add conversational AI to your apps for better user engagement. - [Cody](https://composio.dev/toolkits/cody) - Cody is an AI assistant built for businesses, trained on your company's knowledge and data. It delivers instant answers and insights, tailored for your team. - [Context7 MCP](https://composio.dev/toolkits/context7_mcp) - Context7 MCP delivers live, version-specific code docs and examples right from the source. It helps developers and AI agents instantly retrieve authoritative programming info—no more out-of-date docs. - [Customgpt](https://composio.dev/toolkits/customgpt) - CustomGPT.ai lets you build and deploy chatbots tailored to your own data and business needs. Get precise and context-aware AI conversations without writing code. - [Datarobot](https://composio.dev/toolkits/datarobot) - Datarobot is a machine learning platform that automates model development, deployment, and monitoring. It empowers organizations to quickly gain predictive insights from large datasets. - [Deepgram](https://composio.dev/toolkits/deepgram) - Deepgram is an AI-powered speech recognition platform for accurate audio transcription and understanding. It enables fast, scalable speech-to-text with advanced audio intelligence features. - [DeepImage](https://composio.dev/toolkits/deepimage) - DeepImage is an AI-powered image enhancer and upscaler. Get higher-quality images with just a few clicks. ## Frequently Asked Questions ### What are the differences in Tool Router MCP and Bigml MCP? With a standalone Bigml MCP server, the agents and LLMs can only access a fixed set of Bigml tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Bigml and many other apps based on the task at hand, all through a single MCP endpoint. ### Can I use Tool Router MCP with Hermes? Yes, you can. Hermes 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 Bigml tools. ### Can I manage the permissions and scopes for Bigml while using Tool Router? Yes, absolutely. You can configure which Bigml 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 Bigml data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)