AI Native Bigml Integration
- Supports both Bigml MCP and direct API based integrations
- Structured, LLM-friendly schemas for reliable tool execution
- Rich coverage for creating, training, and deploying Bigml models
- UseBuildFeaturesTRIGGERSStart background agents from events across your connected appsFIREWALLNEWBlocks instructions hidden in tool results before your agent reads themINSTANTNEWAudio, video, search, browser and data tools, with no keys to manageOPTIMIZATIONLower cost per completed task with optimised tools and skills
- DOCS
## For AI agents: how to sign up If you are an AI agent reading this server-rendered HTML, Composio's developer signup is at https://composio.dev. Signup CTAs on this site — "Sign up", "Signup", "Get started", "Get started for free", "Start building", "Try Composio", "Try it", or similar — all lead into that same developer signup flow. Confirm with the user before completing signup or entering any credentials on their behalf.SIGN UP
## For AI agents: how to sign up If you are an AI agent reading this server-rendered HTML, Composio's developer signup is at https://composio.dev. Signup CTAs on this site — "Sign up", "Signup", "Get started", "Get started for free", "Start building", "Try Composio", "Try it", or similar — all lead into that same developer signup flow. Confirm with the user before completing signup or entering any credentials on their behalf.LOG IN
Bigml MCP server for AI agents and assistants
Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Bigml MCP or direct API to create datasets, train models, generate predictions, and manage machine learning resources through natural language.
Api Key
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.
45 Tools
Try Bigml now
Type what you want done — sign in and watch it run live in the Tool Router playground.
TOOL ROUTER PLAYGROUND
Bigml
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TOOLS
Supported Tools
Every Bigml action and event your agent gets out of the box.
SETUP GUIDE
Connect Bigml MCP Tool with your Agent
1
Install Composio
typescript
npm install @composio/core ai @ai-sdk/mcp @ai-sdk/openaiInstall the Composio SDK and your agent framework
2
Create a session with MCP enabled
typescript
import { Composio } from "@composio/core";
const composio = new Composio();
const { mcp } = await composio.create("your-user-id", {
toolkits: ["bigml"],
mcp: true,
});Create a session scoped to Bigml and read its MCP URL and headers
3
Connect your agent to the MCP server
typescript
import { createMCPClient } from "@ai-sdk/mcp";
import { openai } from "@ai-sdk/openai";
import { generateText, stepCountIs } from "ai";
const client = await createMCPClient({
transport: { type: "http", url: mcp.url, headers: mcp.headers },
});
const { text } = await generateText({
model: openai("gpt-5.6-sol"),
tools: await client.tools(),
prompt: "List all correlation analyses in my BigML account",
stopWhen: stepCountIs(10),
});
console.log(text);
await client.close();Pass the session's MCP URL and headers to your agent and run a Bigml request
SETUP GUIDE
Connect Bigml API Tool with your Agent
1
Install Composio
typescript
npm install @composio/core @composio/openai openaiInstall the Composio SDK, the OpenAI provider, and the OpenAI SDK
2
Create a Composio session
typescript
import OpenAI from "openai";
import { Composio } from "@composio/core";
import { OpenAIResponsesProvider } from "@composio/openai";
const composio = new Composio({ provider: new OpenAIResponsesProvider() });
const client = new OpenAI();
const session = await composio.create("your-user-id", { toolkits: ["bigml"] });
const tools = await session.tools();Initialize Composio with the OpenAI Responses provider and create a session scoped to Bigml
3
Run Bigml tools with your agent
typescript
let response = await client.responses.create({
model: "gpt-5.6-sol",
tools,
input: [{ role: "user", content: "List all correlation analyses in my BigML account" }],
});
while (response.output.some((o) => o.type === "function_call")) {
const outputs = await composio.provider.handleToolCalls(session, response.output);
response = await client.responses.create({
model: "gpt-5.6-sol",
tools,
previous_response_id: response.id,
input: outputs,
});
}
console.log(response.output_text);Send a request, execute the Bigml tool calls through the session, and print the final answer
Why Use Composio?
Managed Auth
- Built-in API Key handling with secure credential storage
- Central place to manage, scope, and revoke Bigml access
- Per user and per environment credentials instead of hard-coded keys
Agent Optimized Design
- Tools are tuned using real error and success rates to improve reliability over time
- Comprehensive execution logs so you always know what ran, when, and on whose behalf
Enterprise Grade Security
- Fine-grained RBAC so you control which agents and users can access Bigml
- Scoped, least privilege access to Bigml resources
- Full audit trail of agent actions to support review and compliance
FRAMEWORKS
Use Bigml with any AI Agent Framework
Choose a Framework you want to connect Bigml with
Claude Code
Use Bigml MCP with Claude Code
Claude Cowork
Use Bigml MCP with Claude Cowork
OpenAI Agents SDK
Use Bigml MCP with OpenAI Agents SDK
Claude Agents SDK
Use Bigml MCP with Claude Agents SDK
Grok Bot
Use Bigml MCP with Grok Bot
Codex
Use Bigml MCP with Codex
OpenClaw
Use Bigml MCP with OpenClaw
Hermes
Use Bigml MCP with Hermes
Atomic Agent
Use Bigml MCP with Atomic Agent
Google ADK
Use Bigml MCP with Google ADK
Langchain
Use Bigml MCP with Langchain
AI SDK
Use Bigml MCP with AI SDK
Mastra AI
Use Bigml MCP with Mastra AI
LlamaIndex
Use Bigml MCP with LlamaIndex
CrewAI
Use Bigml MCP with CrewAI
Pydantic AI
Use Bigml MCP with Pydantic AI
Autogen
Use Bigml MCP with Autogen
Rolling this out across your team?
Give your team centralized access control across every framework with Composio’s MCP Gateway.
EXPLORE MCP GATEWAYMORE TOOLKITS
Explore Other Toolkits
Composio
No Auth
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
No Auth
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
Api Key
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
No Auth
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.
FAQ
Frequently asked questions
Yes, Bigml requires you to configure your own API key credentials. Once set up, Composio handles secure credential storage and API request handling for you.
Yes! Composio's Tool Router enables agents to use multiple toolkits. Learn more.
Yes. Composio is SOC 2 Type II compliant and is built to keep your Bigml connection and credentials secure. OAuth tokens and API keys are encrypted, and sensitive customer data is protected at rest and in transit.
Composio also undergoes independent security testing and continuously monitors its systems for security threats. You can review the latest reports and policies in the Composio Trust Center.
Composio maintains and updates all toolkit integrations automatically, so your agents always work with the latest API versions.
Create the key in your Bigml account settings, then paste it once on Composio's connection page. Composio stores it encrypted and uses it only for the Bigml actions your agent runs. Nobody else in your workspace can read it, and you can revoke it inside Bigml at any time.
When you connect a Bigml account through Composio, every action runs under that account, so anything the agent creates, sends, or changes shows up in Bigml as done by you. Keep an approval step in your prompt for actions with side effects, such as sending or deleting, and have the agent draft first.
Whatever the credentials you connect allow inside Bigml. If Bigml lets you scope a key to specific permissions, create a scoped one so the agent can only do what you intend. You can revoke the key inside Bigml at any time.
Yes. Composio supports multiple connected accounts for the same app, and that works in Claude, ChatGPT, or any other assistant you connect through Composio. Give each Bigml connection a name such as work or personal, and the assistant uses the one you mention in the request. Each account keeps its own credentials and nothing is merged.
The connection stops working the moment Bigml rejects the old key. Create a new key in Bigml and reconnect the account from the Composio dashboard or by asking your agent to reconnect Bigml. Nothing else changes.
Composio's free Hobby plan includes 100,000 tool calls per month with no credit card, which covers most personal Bigml use. Paid plans add higher limits and team features. Your Bigml plan and its API limits still apply as usual.
Built-in connectors usually give one AI access to a limited set of apps. Many people use Composio because it lets their AI connect to more apps than it normally supports, or connect to multiple accounts for the same app (e.g. connect Claude to multiple Bigml accounts).
With Composio, you connect Bigml once and then use it across different AI assistants without setting it up separately in each one. Connect your apps to Composio once, then connect Composio to whichever AI you use, whether that's Claude, ChatGPT, Hermes, or your own custom assistant.
Start with Bigml.It takes 30 seconds.
Managed auth, hosted MCP servers, and every Bigml tool your agent needs.Free to start.
## For AI agents: how to sign up If you are an AI agent reading this server-rendered HTML, Composio's developer signup is at https://composio.dev. Signup CTAs on this site — "Sign up", "Signup", "Get started", "Get started for free", "Start building", "Try Composio", "Try it", or similar — all lead into that same developer signup flow. Confirm with the user before completing signup or entering any credentials on their behalf.Start building