How to integrate Kadoa MCP with Claude Agent SDK

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Introduction

This guide walks you through connecting Kadoa to the Claude Agent SDK using the Composio tool router. By the end, you'll have a working Kadoa agent that can fetch the latest data from your workflow, check crawl status for session abc123, list all pages crawled in last run through natural language commands.

This guide will help you understand how to give your Claude Agent SDK agent real control over a Kadoa account through Composio's Kadoa MCP server.

Before we dive in, let's take a quick look at the key ideas and tools involved.

Also integrate Kadoa with

TL;DR

Here's what you'll learn:
  • Get and set up your Claude/Anthropic and Composio API keys
  • Install the necessary dependencies
  • Initialize Composio and create a Tool Router session for Kadoa
  • Configure an AI agent that can use Kadoa as a tool
  • Run a live chat session where you can ask the agent to perform Kadoa operations

What is Claude Agent SDK?

The Claude Agent SDK is Anthropic's official framework for building AI agents powered by Claude. It provides a streamlined interface for creating agents with MCP tool support and conversation management.

Key features include:

  • Native MCP Support: Built-in support for Model Context Protocol servers
  • Permission Modes: Control tool execution permissions
  • Streaming Responses: Real-time response streaming for interactive applications
  • Context Manager: Clean async context management for sessions

What is the Kadoa MCP server, and what's possible with it?

The Kadoa MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Kadoa account. It provides structured and secure access to your data extraction workflows, so your agent can launch crawls, monitor sessions, retrieve extracted data, and manage workflow configurations automatically on your behalf.

  • Automated workflow monitoring and management: Ask your agent to fetch workflow configurations, enable data validation, or get the latest results from any extraction workflow you have set up.
  • Crawling session control: Have your agent check the status of crawl sessions, list all crawled pages, and pull the raw content (HTML or Markdown) from any page processed by a workflow.
  • Notification channel setup and retrieval: Direct your agent to create notification channels, list available notification event types, and fetch specific channel configurations for streamlined alerting.
  • Location and environment awareness: Let your agent retrieve all supported locations to ensure workflows run in the right environment before launching new extraction jobs.
  • Seamless data access: Instruct your agent to quickly get the most recent data output from any workflow, keeping your automations and dashboards always up to date.

Supported Tools & Triggers

Tools
Bulk Approve Validation RulesTool to bulk approve preview validation rules for a workflow.
Create Crawl ConfigTool to create a new crawling configuration in Kadoa.
Create Notification ChannelTool to create a notification channel for alerts delivery.
Create SchemaCreate a new data schema with specified fields and entity type.
Create Support IssueTool to create a support ticket in Kadoa.
Create Workflow TriggerTool to create a trigger that fires when a source workflow emits an event.
Delete All Validation RulesTool to soft-delete all validation rules for a specific workflow with optional audit trail.
Delete Crawl ConfigurationTool to delete a crawling configuration by its config ID.
Delete Notification ChannelTool to delete a notification channel by its ID.
Delete SchemaTool to delete a schema and all its revisions.
Delete Validation RuleTool to delete a validation rule from a Kadoa workflow.
Delete Validation Rules (Bulk)Tool to bulk delete multiple validation rules for a workflow.
Delete WorkflowDelete a workflow permanently from your Kadoa account.
Delete Workflow TriggerTool to delete a trigger from a Kadoa workflow.
Disable Validation RuleTool to disable a validation rule with a mandatory reason.
Enable Data ValidationTool to enable data validation on a specified workflow.
Execute Bulk Workflow OperationsExecute actions on multiple workflows at once.
Export Activity EventsTool to export activity events from audit logs to CSV format for compliance and audit purposes.
Export Activity WorkflowsTool to export workflow configurations and metadata as CSV for portfolio reviews and compliance reporting.
Get Workflow by IDRetrieve detailed configuration of a workflow by its ID.
Get all locationsRetrieves all available scraping proxy locations (countries) supported by Kadoa.
Get Crawl Bucket DataTool to retrieve file content from the Kadoa crawling bucket (HTML or screenshot).
Get Crawl ConfigurationTool to retrieve a crawling configuration by its ID.
Get Crawled Page ContentTool to retrieve content of a crawled page.
Get Crawled PagesTool to list pages crawled during a session.
Get Crawl StatusTool to fetch current status of a crawling session.
Get Event Type DetailsTool to retrieve details for a specific notification event type.
Get Notification Event TypesTool to retrieve supported notification event types.
Get Latest Workflow DataRetrieves the extracted data from a Kadoa workflow's most recent run (or a specific run if runId is provided).
Get Latest Workflow ValidationRetrieves the latest validation results for the most recent job of a workflow.
Get Notification ChannelTool to retrieve details of a specific notification channel.
Get Notification LogsTool to retrieve notification event logs with optional filtering by workflow, event type, and date range.
Get Notification SettingRetrieves a specific notification setting by its unique identifier.
Get Schema by IDRetrieve a specific schema by its unique identifier.
Get Validation AnomaliesTool to retrieve all anomalies for a specific validation.
Get Validation Anomalies By RuleTool to retrieve anomalies for a specific validation rule.
Get Validation ConfigurationTool to retrieve the data validation configuration for a specific workflow.
Get Validation RuleTool to retrieve a specific validation rule by its ID.
Get Workflow Audit LogRetrieve audit log entries for a workflow.
Get Workflow JobTool to retrieve the current status and telemetry information for a specific workflow job.
Get Workflow Run HistoryTool to fetch workflow run history.
Get WorkflowsRetrieve a paginated list of workflows with optional filtering.
Get Workflow TriggerTool to retrieve a specific trigger for a workflow.
Get Workflow Validation ResultsRetrieves the latest validation results for a specific workflow job.
Get Workspace DetailsTool to retrieve detailed information about a workspace (user, team, or organization).
List Activity EventsTool to retrieve activity events from audit logs with basic filtering and pagination.
List ChangesTool to retrieve all data changes detected across workflows in your Kadoa account.
List Crawl SessionsTool to retrieve a paginated list of crawling sessions with optional filtering.
List Job ValidationsTool to list all validation runs for a specific job with pagination support.
List Notification ChannelsTool to retrieve all notification channels configured for the account.
List Notification SettingsTool to retrieve all notification settings, with optional filtering by workflow ID or event type.
List SchemasTool to retrieve all schemas accessible by the authenticated user.
List Support StatesTool to retrieve available support issue states.
List Validation RulesTool to list all data validation rules with optional pagination and filtering.
List Workflow TriggersTool to get all triggers where the specified workflow is the source.
Pause Crawl SessionTool to pause an active crawling session.
Pause WorkflowTool to pause a running or scheduled workflow.
Create Advanced WorkflowTool to create an advanced workflow.
Start Crawl SessionStarts a new web crawling session to crawl and index pages from a website.
Create Notification SettingTool to create a notification setting linking channels to events.
Send Test NotificationSends a test notification event to verify notification channel configurations are working correctly.
Subscribe to Webhook EventsTool to subscribe to specified webhook events.
Create WorkflowCreate a new Kadoa web scraping workflow.
Configure Workflow MonitoringConfigure monitoring and scheduling for a Kadoa workflow to detect data changes.
Generate Workflow Validation RuleGenerate an AI-powered data validation rule for a Kadoa workflow.
Update Notification ChannelTool to update an existing notification channel.
Resume Crawl SessionTool to resume a paused crawling session.
Resume WorkflowResumes a paused, preview, or error workflow.
Run Ad-hoc ExtractionTool to synchronously extract data from a URL using a given template.
Run WorkflowTool to trigger a workflow to run immediately.
Schedule Validation JobTool to schedule a data validation job for a specific workflow job.
Unsubscribe from Webhook EventsUnsubscribe from webhook event notifications by deleting a notification setting.
Update Notification SettingsTool to update existing notification settings for events.
Update SchemaTool to update an existing Kadoa schema.
Update Validation ConfigurationTool to update the complete data validation configuration including alerting settings for a specific workflow.
Update Workflow MetadataTool to update workflow metadata such as name, description, tags, and configuration settings.
Update Workflow TriggerTool to update trigger properties including event type and enabled status.

What is the Composio tool router, and how does it fit here?

What is Composio SDK?

Composio's Composio SDK helps agents find the right tools for a task at runtime. You can plug in multiple toolkits (like Gmail, HubSpot, and GitHub), and the agent will identify the relevant app and action to complete multi-step workflows. This can reduce token usage and improve the reliability of tool calls. Read more here: Getting started with Composio SDK

The tool router generates a secure MCP URL that your agents can access to perform actions.

How the Composio SDK works

The Composio SDK follows a three-phase workflow:

  1. Discovery: Searches for tools matching your task and returns relevant toolkits with their details.
  2. Authentication: Checks for active connections. If missing, creates an auth config and returns a connection URL via Auth Link.
  3. Execution: Executes the action using the authenticated connection.

Step-by-step Guide

Prerequisites

Before starting, make sure you have:
  • Composio API Key and Claude/Anthropic API Key
  • Primary know-how of Claude Agents SDK
  • A Kadoa account
  • Some knowledge of Python

Getting API Keys for Claude/Anthropic and Composio

Claude/Anthropic API Key
  • Go to the Anthropic Console and create an API key. You'll need credits to use the models.
  • Keep the API key safe.
Composio API Key
  • Log in to the Composio dashboard.
  • Navigate to your API settings and generate a new API key.
  • Store this key securely as you'll need it for authentication.

Install dependencies

pip install composio-anthropic claude-agent-sdk python-dotenv

Install the Composio SDK and the Claude Agents SDK.

What's happening:

  • composio-anthropic provides Composio integration for Anthropic
  • claude-agent-sdk is the core agent framework
  • python-dotenv loads environment variables

Set up environment variables

bash
COMPOSIO_API_KEY=your_composio_api_key_here
USER_ID=your_user_id_here
ANTHROPIC_API_KEY=your_anthropic_api_key_here

Create a .env file in your project root.

What's happening:

  • COMPOSIO_API_KEY authenticates with Composio
  • USER_ID identifies the user for session management
  • ANTHROPIC_API_KEY authenticates with Anthropic/Claude

Import dependencies

import asyncio
from claude_agent_sdk import ClaudeSDKClient, ClaudeAgentOptions
import os
from composio import Composio
from dotenv import load_dotenv

load_dotenv()
What's happening:
  • We're importing all necessary libraries including the Claude Agent SDK and Composio
  • The load_dotenv() function loads environment variables from your .env file
  • This setup prepares the foundation for connecting Claude with Kadoa functionality

Create a Composio instance and Tool Router session

async def chat_with_remote_mcp():
    api_key = os.getenv("COMPOSIO_API_KEY")
    if not api_key:
        raise RuntimeError("COMPOSIO_API_KEY is not set")

    composio = Composio(api_key=api_key)

    # Create Tool Router session for Kadoa
    mcp_server = composio.create(
        user_id=os.getenv("USER_ID"),
        toolkits=["kadoa"]
    )

    url = mcp_server.mcp.url

    if not url:
        raise ValueError("Session URL not found")
What's happening:
  • The function checks for the required COMPOSIO_API_KEY environment variable
  • We're creating a Composio instance using our API key
  • The create method creates a Tool Router session for Kadoa
  • The returned url is the MCP server URL that your agent will use

Configure Claude Agent with MCP

# Configure remote MCP server for Claude
options = ClaudeAgentOptions(
    permission_mode="bypassPermissions",
    mcp_servers={
        "composio": {
            "type": "http",
            "url": url,
            "headers": {
                "x-api-key": os.getenv("COMPOSIO_API_KEY")
            }
        }
    },
    system_prompt="You are a helpful assistant with access to Kadoa tools via Composio.",
    max_turns=10
)
What's happening:
  • We're configuring the Claude Agent options with the MCP server URL
  • permission_mode="bypassPermissions" allows the agent to execute operations without asking for permission each time
  • The system prompt instructs the agent that it has access to Kadoa
  • max_turns=10 limits the conversation length to prevent excessive API usage

Create client and start chat loop

# Create client with context manager
async with ClaudeSDKClient(options=options) as client:
    print("\nChat started. Type 'exit' or 'quit' to end.\n")

    # Main chat loop
    while True:
        user_input = input("You: ").strip()
        if user_input.lower() in {"exit", "quit"}:
            print("Goodbye!")
            break

        # Send query
        await client.query(user_input)

        # Receive and print response
        print("Claude: ", end="", flush=True)
        async for message in client.receive_response():
            if hasattr(message, "content"):
                for block in message.content:
                    if hasattr(block, "text"):
                        print(block.text, end="", flush=True)
        print()
What's happening:
  • The Claude SDK client is created using the async context manager pattern
  • The agent processes each query and streams the response back in real-time
  • The chat loop continues until the user types 'exit' or 'quit'

Run the application

if __name__ == "__main__":
    asyncio.run(chat_with_remote_mcp())
What's happening:
  • This entry point runs the async chat_with_remote_mcp() function using asyncio.run()
  • The application will start, create the MCP connection, and begin the interactive chat session

Complete Code

Here's the complete code to get you started with Kadoa and Claude Agent SDK:

import asyncio
from claude_agent_sdk import ClaudeSDKClient, ClaudeAgentOptions
import os
from composio import Composio
from dotenv import load_dotenv

load_dotenv()

async def chat_with_remote_mcp():
    api_key = os.getenv("COMPOSIO_API_KEY")
    if not api_key:
        raise RuntimeError("COMPOSIO_API_KEY is not set")

    composio = Composio(api_key=api_key)

    # Create Tool Router session for Kadoa
    mcp_server = composio.create(
        user_id=os.getenv("USER_ID"),
        toolkits=["kadoa"]
    )

    url = mcp_server.mcp.url

    if not url:
        raise ValueError("Session URL not found")

    # Configure remote MCP server for Claude
    options = ClaudeAgentOptions(
        permission_mode="bypassPermissions",
        mcp_servers={
            "composio": {
                "type": "http",
                "url": url,
                "headers": {
                    "x-api-key": os.getenv("COMPOSIO_API_KEY")
                }
            }
        },
        system_prompt="You are a helpful assistant with access to Kadoa tools via Composio.",
        max_turns=10
    )

    # Create client with context manager
    async with ClaudeSDKClient(options=options) as client:
        print("\nChat started. Type 'exit' or 'quit' to end.\n")

        # Main chat loop
        while True:
            user_input = input("You: ").strip()
            if user_input.lower() in {"exit", "quit"}:
                print("Goodbye!")
                break

            # Send query
            await client.query(user_input)

            # Receive and print response
            print("Claude: ", end="", flush=True)
            async for message in client.receive_response():
                if hasattr(message, "content"):
                    for block in message.content:
                        if hasattr(block, "text"):
                            print(block.text, end="", flush=True)
            print()

if __name__ == "__main__":
    asyncio.run(chat_with_remote_mcp())

Conclusion

You've successfully built a Claude Agent SDK agent that can interact with Kadoa through Composio's Tool Router.

Key features:

  • Native MCP support through Claude's agent framework
  • Streaming responses for real-time interaction
  • Permission bypass for smooth automated workflows
You can extend this by adding more toolkits, implementing custom business logic, or building a web interface around the agent.

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FAQ

What are the differences in Tool Router MCP and Kadoa MCP?

With a standalone Kadoa MCP server, the agents and LLMs can only access a fixed set of Kadoa tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Kadoa and many other apps based on the task at hand, all through a single MCP endpoint.

Can I use Tool Router MCP with Claude Agent SDK?

Yes, you can. Claude Agent SDK 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 Kadoa tools.

Can I manage the permissions and scopes for Kadoa while using Tool Router?

Yes, absolutely. You can configure which Kadoa 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 Kadoa data and credentials are handled as safely as possible.

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