# How to integrate Kaleido MCP with Autogen

```json
{
  "title": "How to integrate Kaleido MCP with Autogen",
  "toolkit": "Kaleido",
  "toolkit_slug": "kaleido",
  "framework": "AutoGen",
  "framework_slug": "autogen",
  "url": "https://composio.dev/toolkits/kaleido/framework/autogen",
  "markdown_url": "https://composio.dev/toolkits/kaleido/framework/autogen.md",
  "updated_at": "2026-05-12T10:16:42.003Z"
}
```

## Introduction

This guide walks you through connecting Kaleido to AutoGen using the Composio tool router. By the end, you'll have a working Kaleido agent that can list all api keys for your organization, create a new api key for our consortium, show all event streams configured in this environment through natural language commands.
This guide will help you understand how to give your AutoGen agent real control over a Kaleido account through Composio's Kaleido MCP server.
Before we dive in, let's take a quick look at the key ideas and tools involved.

## Also integrate Kaleido with

- [OpenAI Agents SDK](https://composio.dev/toolkits/kaleido/framework/open-ai-agents-sdk)
- [Claude Agent SDK](https://composio.dev/toolkits/kaleido/framework/claude-agents-sdk)
- [Claude Code](https://composio.dev/toolkits/kaleido/framework/claude-code)
- [Claude Cowork](https://composio.dev/toolkits/kaleido/framework/claude-cowork)
- [Codex](https://composio.dev/toolkits/kaleido/framework/codex)
- [OpenClaw](https://composio.dev/toolkits/kaleido/framework/openclaw)
- [Hermes](https://composio.dev/toolkits/kaleido/framework/hermes-agent)
- [CLI](https://composio.dev/toolkits/kaleido/framework/cli)
- [Google ADK](https://composio.dev/toolkits/kaleido/framework/google-adk)
- [LangChain](https://composio.dev/toolkits/kaleido/framework/langchain)
- [Vercel AI SDK](https://composio.dev/toolkits/kaleido/framework/ai-sdk)
- [Mastra AI](https://composio.dev/toolkits/kaleido/framework/mastra-ai)
- [LlamaIndex](https://composio.dev/toolkits/kaleido/framework/llama-index)
- [CrewAI](https://composio.dev/toolkits/kaleido/framework/crew-ai)

## TL;DR

Here's what you'll learn:
- Get and set up your OpenAI and Composio API keys
- Install the required dependencies for Autogen and Composio
- Initialize Composio and create a Tool Router session for Kaleido
- Wire that MCP URL into Autogen using McpWorkbench and StreamableHttpServerParams
- Configure an Autogen AssistantAgent that can call Kaleido tools
- Run a live chat loop where you ask the agent to perform Kaleido operations

## What is AutoGen?

Autogen is a framework for building multi-agent conversational AI systems from Microsoft. It enables you to create agents that can collaborate, use tools, and maintain complex workflows.
Key features include:
- Multi-Agent Systems: Build collaborative agent workflows
- MCP Workbench: Native support for Model Context Protocol tools
- Streaming HTTP: Connect to external services through streamable HTTP
- AssistantAgent: Pre-built agent class for tool-using assistants

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

The Kaleido MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Kaleido account. It provides structured and secure access to your blockchain environment, so your agent can perform actions like managing organizations, handling API keys, retrieving memberships, and monitoring event streams on your behalf.
- Organization and consortium management: Let your agent list, retrieve, and manage organizations and consortia that you have access to—making it easy to keep your blockchain networks organized.
- API key lifecycle control: Effortlessly create, retrieve, and delete API keys for your organization, so you can handle credential management without manual steps.
- Membership and access insights: Quickly fetch details about user memberships and organizational access, helping you stay on top of roles and permissions in your blockchain environment.
- Event stream monitoring: Retrieve and review all event streams configured in your environment, making it simple to keep tabs on real-time blockchain activity.
- App2App and credential retrieval: Ask your agent to list App2App runtimes and fetch application credentials for specific environments, streamlining application integration and deployment.

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `KALEIDO_ADD_IDENTITY_PROOF` | Add Organization Identity Proof | Add an x509 identity proof to a Kaleido organization. Use this to register a certificate chain that links an organization's off-chain PKI identity to their blockchain accounts. The certificate will be in 'pending' state until verified. |
| `KALEIDO_CREATE_API_KEY` | Create API Key | Creates a new API key for the specified Kaleido organization. The returned apikey secret should be stored securely as it cannot be retrieved again. Use KALEIDO_GET_ORGANIZATIONS to obtain a valid org_id first. Note: Organizations have a limit on active API keys (e.g., 5 for starter plans). |
| `KALEIDO_DELETE_API_KEY` | Delete API Key | Permanently deletes an API key by its ID. First use 'Get API Keys' to retrieve the list of API keys and their IDs. The deletion is irreversible. |
| `KALEIDO_DELETE_ORGANIZATION_IDENTITY_PROOF` | Delete Organization Identity Proof | Remove an x509 identity proof from a Kaleido organization. This permanently deletes the identity proof. The deletion is irreversible. |
| `KALEIDO_GET_API_KEY` | Get API Key | Tool to retrieve details of a specific API key by its ID. Use when you need to get information about a particular API key after obtaining its ID from the Get API Keys action. |
| `KALEIDO_GET_API_KEYS` | Get API Keys | Tool to retrieve all API keys associated with the organization. Use when you need an overview of existing API keys after authenticating. |
| `KALEIDO_GET_APPLICATION_CREDENTIALS` | Get Application Credentials | Tool to retrieve application credentials for a specific environment. Use when you need to list DApp credentials after environment setup. |
| `KALEIDO_GET_BILLING_SUMMARY` | Get Billing Summary | Retrieves a summary of billing data for the specified organization for the current month. Use this to view costs breakdown by memberships, nodes, services, storage, and support. |
| `KALEIDO_GET_CONSORTIA` | Get Consortia | Tool to retrieve all consortia associated with the organization. Use after authenticating to view existing consortia. |
| `KALEIDO_GET_EVENT_STREAMS` | Get Event Streams | List all event streams configured on a Kaleido blockchain node's Ethconnect REST API Gateway. Event streams provide at-least-once delivery of Ethereum events from your blockchain node to webhook endpoints or WebSocket connections. Use this tool to retrieve the current event stream configurations. Note: Requires environment_id, node_id, and zone_domain to construct the Ethconnect URL, or a full_url override. Without these, falls back to the console API which may not return event streams data. |
| `KALEIDO_GET_IDENTITY_PROOF` | Get Organization Identity Proof | Tool to retrieve a specific identity proof for a Kaleido organization. Use when you need details about a specific x509 certificate or identity proof that was previously added to an organization. |
| `KALEIDO_GET_INVITATIONS` | Get Invitations | Tool to retrieve all invitations for the current user where they are the target. Use after authenticating to view pending invitations. |
| `KALEIDO_GET_MEMBERSHIPS` | Get Memberships | Tool to retrieve all memberships for the current user. Use after authenticating to list user memberships. |
| `KALEIDO_GET_ORGANIZATION` | Get Organization | Tool to retrieve details of a specific Kaleido organization by its ID. Use when you need to fetch information about a particular organization. |
| `KALEIDO_GET_ORGANIZATION_PLAN` | Get Organization Plan | Retrieve the subscription plan details for a Kaleido organization. Returns plan name, waitlist status, and resource limits including allowed providers, nodes, services, configurations, and features. Use GET_ORGANIZATIONS first to obtain valid org_id values. |
| `KALEIDO_GET_ORGANIZATIONS` | Get Organizations | Retrieves all organizations that the authenticated user has access to in Kaleido. Returns organization details including: - Organization ID, name, and type - Subscription plan and billing information - Plan limits (allowed providers, nodes, services, etc.) - Creation and update timestamps Use this action to discover available organizations before performing other organization-specific operations like listing consortia, memberships, or services. |
| `KALEIDO_GET_ORG_BILLING_PROVIDER` | Get Organization Billing Provider | Retrieves billing provider information for a specific organization in Kaleido. Returns the type of billing provider (AWS, Stripe, or other) and includes detailed payment information if the organization uses Stripe billing (card details, billing address). |
| `KALEIDO_GET_PLANS` | Get Plans | Retrieve all available Kaleido subscription plans. Returns plan details including enabled status, tier level, and resource limits. Use this to discover available plans before creating or upgrading environments. |
| `KALEIDO_GET_REGIONS` | Get Regions | Retrieve all available Kaleido deployment regions and their deployment zones. Returns a dictionary of regions (keyed by region code like 'u0', 'e0', 'a0', 'k0', 'u1', 'e1') with each region containing its API console host URL and available deployment zones. Use this action to discover which geographic regions are available for deploying blockchain environments and whether they are currently accepting new deployments. |
| `KALEIDO_GET_RELEASES` | Get Releases | Retrieve all available blockchain node software releases from the Kaleido platform. Use this tool to: - List all runtime releases available for different blockchain providers (quorum, geth, besu, corda, fabric) - Check version information and release statuses (ga, beta, interim, deprecated) - Find container image tags associated with each release - Understand upgrade prerequisites via prereq_eips and optional_eips fields Returns a list of releases sorted by creation date, including current and historical versions. No input parameters are required. |
| `KALEIDO_GET_ROLE_BY_ID` | Get Role By ID | Retrieve a specific user role assignment within a Kaleido organization. Returns detailed information about the role including user ID, email, role name (e.g., 'admin'), and associated metadata. Use GET_ORGANIZATIONS to obtain org_id and GET_ROLES to obtain role_id values. |
| `KALEIDO_GET_ROLES` | Get Roles | Retrieve all user role assignments for a Kaleido organization. Returns each user's role (e.g., 'admin'), email, and associated metadata. Use GET_ORGANIZATIONS first to obtain valid org_id values. |
| `KALEIDO_GET_SERVICES` | Get Services | Tool to retrieve all services the current user owns or can see. Use after authenticating to list available services. |
| `KALEIDO_GET_TOKEN_FACTORY_TOKENS` | Get Token Factory Tokens | Retrieves all token contracts from a Kaleido Token Factory service. The Token Factory service enables deployment of ERC20 (fungible) and ERC721 (non-fungible) token contracts. This action lists all token contracts created through the service. Prerequisites: - A Token Factory service must be provisioned in your Kaleido environment - Obtain the service URL from GET /services action (look for 'tokenfactory' service type) Returns token contract details including: - Token name, symbol, and type (ERC20/ERC721) - Contract deployment status and address - Minting and burning capabilities - Creation timestamps |
| `KALEIDO_GET_WALLET_ACCOUNT_NONCE` | Get Wallet Account Nonce | Retrieve the current nonce (transaction count) of a specific HD wallet account. The nonce is essential for signing Ethereum transactions - it ensures transactions are processed in order and prevents replay attacks. Call this before signing a transaction to get the correct nonce value. Prerequisites: - An HD Wallet service must be provisioned in your Kaleido environment - A wallet must exist (created via POST /wallets) - You need the service API base URL from GET /services endpoint |
| `KALEIDO_GET_WALLETS` | Get Wallets | Tool to retrieve HD wallet IDs hosted in the service. Use after creating or importing HD wallets to enumerate available wallets. |
| `KALEIDO_UPDATE_ORGANIZATION` | Update Organization | Tool to update a specific organization in Kaleido. Use when you need to modify organization properties such as name, billing details, or authentication settings. First obtain the org_id using the Get Organizations action. |
| `KALEIDO_UPDATE_ORG_ROLE` | Update Organization Role | Update the role assignment for a user in a Kaleido organization. Use this to change a user's permissions level (e.g., promoting to admin). Returns the updated role details including the new revision token and updated timestamp. |
| `KALEIDO_UPSERT_ORGANIZATION_ROLE` | Upsert Organization Role | Upsert (create or update) a role assignment for a user in a Kaleido organization. Returns 201 for new roles and 200 for updates. The _revision field increments with each update. Use GET_ORGANIZATIONS to obtain valid org_id values. |

## Supported Triggers

None listed.

## Creating MCP Server - Stand-alone vs Composio SDK

The Kaleido MCP server is an implementation of the Model Context Protocol that connects your AI agents and assistants directly to Kaleido. Instead of manually wiring Kaleido APIs, OAuth, and scopes yourself, you get a structured, tool-based interface that an LLM can call safely.
With Composio's managed implementation, you don't have to create your own developer app. For production, if you're building an end product, we recommend using your own credentials. The managed server helps you prototype fast and go from 0-1 faster.

## Step-by-step Guide

### 1. Prerequisites

You will need:
- A Composio API key
- An OpenAI API key (used by Autogen's OpenAIChatCompletionClient)
- A Kaleido account you can connect to Composio
- Some basic familiarity with Autogen and Python async

### 1. Getting API Keys for OpenAI and Composio

OpenAI API Key
- Go to the [OpenAI dashboard](https://platform.openai.com/settings/organization/api-keys) and create an API key. You'll need credits to use the models, or you can connect to another model provider.
- Keep the API key safe.
Composio API Key
- Log in to the [Composio dashboard](https://dashboard.composio.dev?utm_source=toolkits&utm_medium=framework_docs).
- Navigate to your API settings and generate a new API key.
- Store this key securely as you'll need it for authentication.

### 2. Install dependencies

Install Composio, Autogen extensions, and dotenv.
What's happening:
- composio connects your agent to Kaleido via MCP
- autogen-agentchat provides the AssistantAgent class
- autogen-ext-openai provides the OpenAI model client
- autogen-ext-tools provides MCP workbench support
```bash
pip install composio python-dotenv
pip install autogen-agentchat autogen-ext-openai autogen-ext-tools
```

### 3. Set up environment variables

Create a .env file in your project folder.
What's happening:
- COMPOSIO_API_KEY is required to talk to Composio
- OPENAI_API_KEY is used by Autogen's OpenAI client
- USER_ID is how Composio identifies which user's Kaleido connections to use
```bash
COMPOSIO_API_KEY=your-composio-api-key
OPENAI_API_KEY=your-openai-api-key
USER_ID=your-user-identifier@example.com
```

### 4. Import dependencies and create Tool Router session

What's happening:
- load_dotenv() reads your .env file
- Composio(api_key=...) initializes the SDK
- create(...) creates a Tool Router session that exposes Kaleido tools
- session.mcp.url is the MCP endpoint that Autogen will connect to
```python
import asyncio
import os
from dotenv import load_dotenv
from composio import Composio

from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient
from autogen_ext.tools.mcp import McpWorkbench, StreamableHttpServerParams

load_dotenv()

async def main():
    # Initialize Composio and create a Kaleido session
    composio = Composio(api_key=os.getenv("COMPOSIO_API_KEY"))
    session = composio.create(
        user_id=os.getenv("USER_ID"),
        toolkits=["kaleido"]
    )
    url = session.mcp.url
```

### 5. Configure MCP parameters for Autogen

Autogen expects parameters describing how to talk to the MCP server. That is what StreamableHttpServerParams is for.
What's happening:
- url points to the Tool Router MCP endpoint from Composio
- timeout is the HTTP timeout for requests
- sse_read_timeout controls how long to wait when streaming responses
- terminate_on_close=True cleans up the MCP server process when the workbench is closed
```python
# Configure MCP server parameters for Streamable HTTP
server_params = StreamableHttpServerParams(
    url=url,
    timeout=30.0,
    sse_read_timeout=300.0,
    terminate_on_close=True,
    headers={"x-api-key": os.getenv("COMPOSIO_API_KEY")}
)
```

### 6. Create the model client and agent

What's happening:
- OpenAIChatCompletionClient wraps the OpenAI model for Autogen
- McpWorkbench connects the agent to the MCP tools
- AssistantAgent is configured with the Kaleido tools from the workbench
```python
# Create model client
model_client = OpenAIChatCompletionClient(
    model="gpt-5",
    api_key=os.getenv("OPENAI_API_KEY")
)

# Use McpWorkbench as context manager
async with McpWorkbench(server_params) as workbench:
    # Create Kaleido assistant agent with MCP tools
    agent = AssistantAgent(
        name="kaleido_assistant",
        description="An AI assistant that helps with Kaleido operations.",
        model_client=model_client,
        workbench=workbench,
        model_client_stream=True,
        max_tool_iterations=10
    )
```

### 7. Run the interactive chat loop

What's happening:
- The script prompts you in a loop with You:
- Autogen passes your input to the model, which decides which Kaleido tools to call via MCP
- agent.run_stream(...) yields streaming messages as the agent thinks and calls tools
- Typing exit, quit, or bye ends the loop
```python
print("Chat started! Type 'exit' or 'quit' to end the conversation.\n")
print("Ask any Kaleido related question or task to the agent.\n")

# Conversation loop
while True:
    user_input = input("You: ").strip()

    if user_input.lower() in ["exit", "quit", "bye"]:
        print("\nGoodbye!")
        break

    if not user_input:
        continue

    print("\nAgent is thinking...\n")

    # Run the agent with streaming
    try:
        response_text = ""
        async for message in agent.run_stream(task=user_input):
            if hasattr(message, "content") and message.content:
                response_text = message.content

        # Print the final response
        if response_text:
            print(f"Agent: {response_text}\n")
        else:
            print("Agent: I encountered an issue processing your request.\n")

    except Exception as e:
        print(f"Agent: Sorry, I encountered an error: {str(e)}\n")
```

## Complete Code

```python
import asyncio
import os
from dotenv import load_dotenv
from composio import Composio

from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient
from autogen_ext.tools.mcp import McpWorkbench, StreamableHttpServerParams

load_dotenv()

async def main():
    # Initialize Composio and create a Kaleido session
    composio = Composio(api_key=os.getenv("COMPOSIO_API_KEY"))
    session = composio.create(
        user_id=os.getenv("USER_ID"),
        toolkits=["kaleido"]
    )
    url = session.mcp.url

    # Configure MCP server parameters for Streamable HTTP
    server_params = StreamableHttpServerParams(
        url=url,
        timeout=30.0,
        sse_read_timeout=300.0,
        terminate_on_close=True,
        headers={"x-api-key": os.getenv("COMPOSIO_API_KEY")}
    )

    # Create model client
    model_client = OpenAIChatCompletionClient(
        model="gpt-5",
        api_key=os.getenv("OPENAI_API_KEY")
    )

    # Use McpWorkbench as context manager
    async with McpWorkbench(server_params) as workbench:
        # Create Kaleido assistant agent with MCP tools
        agent = AssistantAgent(
            name="kaleido_assistant",
            description="An AI assistant that helps with Kaleido operations.",
            model_client=model_client,
            workbench=workbench,
            model_client_stream=True,
            max_tool_iterations=10
        )

        print("Chat started! Type 'exit' or 'quit' to end the conversation.\n")
        print("Ask any Kaleido related question or task to the agent.\n")

        # Conversation loop
        while True:
            user_input = input("You: ").strip()

            if user_input.lower() in ['exit', 'quit', 'bye']:
                print("\nGoodbye!")
                break

            if not user_input:
                continue

            print("\nAgent is thinking...\n")

            # Run the agent with streaming
            try:
                response_text = ""
                async for message in agent.run_stream(task=user_input):
                    if hasattr(message, 'content') and message.content:
                        response_text = message.content

                # Print the final response
                if response_text:
                    print(f"Agent: {response_text}\n")
                else:
                    print("Agent: I encountered an issue processing your request.\n")

            except Exception as e:
                print(f"Agent: Sorry, I encountered an error: {str(e)}\n")

if __name__ == "__main__":
    asyncio.run(main())
```

## Conclusion

You now have an Autogen assistant wired into Kaleido through Composio's Tool Router and MCP. From here you can:
- Add more toolkits to the toolkits list, for example notion or hubspot
- Refine the agent description to point it at specific workflows
- Wrap this script behind a UI, Slack bot, or internal tool
Once the pattern is clear for Kaleido, you can reuse the same structure for other MCP-enabled apps with minimal code changes.

## How to build Kaleido MCP Agent with another framework

- [OpenAI Agents SDK](https://composio.dev/toolkits/kaleido/framework/open-ai-agents-sdk)
- [Claude Agent SDK](https://composio.dev/toolkits/kaleido/framework/claude-agents-sdk)
- [Claude Code](https://composio.dev/toolkits/kaleido/framework/claude-code)
- [Claude Cowork](https://composio.dev/toolkits/kaleido/framework/claude-cowork)
- [Codex](https://composio.dev/toolkits/kaleido/framework/codex)
- [OpenClaw](https://composio.dev/toolkits/kaleido/framework/openclaw)
- [Hermes](https://composio.dev/toolkits/kaleido/framework/hermes-agent)
- [CLI](https://composio.dev/toolkits/kaleido/framework/cli)
- [Google ADK](https://composio.dev/toolkits/kaleido/framework/google-adk)
- [LangChain](https://composio.dev/toolkits/kaleido/framework/langchain)
- [Vercel AI SDK](https://composio.dev/toolkits/kaleido/framework/ai-sdk)
- [Mastra AI](https://composio.dev/toolkits/kaleido/framework/mastra-ai)
- [LlamaIndex](https://composio.dev/toolkits/kaleido/framework/llama-index)
- [CrewAI](https://composio.dev/toolkits/kaleido/framework/crew-ai)

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- [Appveyor](https://composio.dev/toolkits/appveyor) - AppVeyor is a cloud-based continuous integration service for building, testing, and deploying applications. It helps developers automate and streamline their software delivery pipelines.
- [Backendless](https://composio.dev/toolkits/backendless) - Backendless is a backend-as-a-service platform for mobile and web apps, offering database, file storage, user authentication, and APIs. It helps developers ship scalable applications faster without managing server infrastructure.
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## Frequently Asked Questions

### What are the differences in Tool Router MCP and Kaleido MCP?

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

### Can I use Tool Router MCP with Autogen?

Yes, you can. Autogen 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 Kaleido tools.

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

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

---
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