Bigml MCP for AI Agents

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.
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Enter a prompt below to test the integration in our Tool Router playground. You'll be redirected to sign in and try it live.

Supported Tools

Tools
Create External ConnectorTool to create a new external connector for data sources.
Create ProjectTool to create a new project.
Delete ProjectTool to delete an existing project.
Get ConfigurationRetrieves complete details of a BigML configuration by its ID to get stored parameters.
Get External ConnectorRetrieves complete details of a BigML external connector by its ID.
Get ProjectTool to retrieve details of a project by ID.
Get SourceRetrieves complete details of a BigML source by its ID.
List Anomaly DetectorsTool to list anomaly detector resources in your account.
List Anomaly ScoresTool to list anomaly score resources.
List AssociationsTool to list association resources.
List Association SetsTool to list association set resources in your account.
List Batch Anomaly ScoresTool to list batch anomaly score resources.
List Batch CentroidsTool to list all batch centroid resources in your account with support for filtering, ordering, and pagination.
List Batch PredictionsTool to list batch prediction resources.
List Batch ProjectionsTool to list batch projection resources with support for filtering, ordering, and pagination.
List Batch Topic DistributionsTool to list batch topic distribution resources.
List CentroidsTool to list centroid resources.
List ClustersTool to list cluster resources with support for filtering, ordering, and pagination.
List CompositesTool to list composite source resources.
List ConfigurationsTool to list all configuration resources in your account.
List CorrelationsTool to list correlation resources.
List DatasetsTool to list dataset resources.
List DeepnetsTool to list deep neural network resources.
List EnsemblesTool to list ensemble resources with filtering, ordering, and pagination support.
List EvaluationsTool to list evaluation resources.
List ExecutionsTool to list execution resources.
List ForecastsTool to list forecast resources.
List FusionsTool to list fusion resources.
List LibrariesTool to list WhizzML library resources.
List Linear RegressionsTool to list linear regression resources.
List Logistic RegressionsTool to list logistic regression resources.
List ModelsTool to list model resources.
List OptiMLsTool to list OptiML resources in your account.
List PCAsTool to list PCA resources.
List PredictionsTool to list prediction resources.
List ProjectionsTool to list projection resources with support for filtering, ordering, and pagination.
List ProjectsTool to list all project resources in your account with support for filtering, ordering, and pagination.
List SamplesTool to list sample resources.
List ScriptsTool to list WhizzML script resources.
List SourcesTool to list source resources in your account.
List Statistical TestsTool to list statistical test resources.
List Time SeriesTool to list time series resources.
List Topic DistributionsTool to list topic distribution resources.
List Topic ModelsTool to list topic model resources.
Update SourceTool to update a source's name, description, tags, or parsing configuration.
Python
TypeScript

Install Composio

python
pip install composio claude-agent-sdk
Install the Composio SDK and Claude Agent SDK

Create Tool Router Session

python
from composio import Composio
from claude_agent_sdk import ClaudeSDKClient, ClaudeAgentOptions

composio = Composio(api_key='your-composio-api-key')
session = composio.create(user_id='your-user-id')
url = session.mcp.url
Initialize the Composio client and create a Tool Router session

Connect to AI Agent

python
import asyncio

options = ClaudeAgentOptions(
    permission_mode='bypassPermissions',
    mcp_servers={
        'tool_router': {
            'type': 'http',
            'url': url,
            'headers': {
                'x-api-key': 'your-composio-api-key'
            }
        }
    },
    system_prompt='You are a helpful assistant with access to Bigml tools.',
    max_turns=10
)

async def main():
    async with ClaudeSDKClient(options=options) as client:
        await client.query('Create a new project named "Market Analysis" in BigML')
        async for message in client.receive_response():
            if hasattr(message, 'content'):
                for block in message.content:
                    if hasattr(block, 'text'):
                        print(block.text)

asyncio.run(main())
Use the MCP server with your AI agent

Why Use Composio?

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

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

Use Bigml with any AI Agent Framework

Choose a Framework you want to connect Bigml with

Frequently Asked Questions

Do I need my own developer credentials to use Bigml with Composio?

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.

Can I use multiple toolkits together?

Yes! Composio's Tool Router enables agents to use multiple toolkits. Learn more.

Is Composio secure?

Composio is SOC 2 and ISO 27001 compliant with all data encrypted in transit and at rest. Learn more.

What if the API changes?

Composio maintains and updates all toolkit integrations automatically, so your agents always work with the latest API versions.

Used by agents from

Context
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai
Context
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai
Context
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai

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We handle tool reliability, observability, and security so you never have to second-guess an agent action.

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