# How to integrate Bonsai MCP with Atomic Agent

```json
{
  "title": "How to integrate Bonsai MCP with Atomic Agent",
  "toolkit": "Bonsai",
  "toolkit_slug": "bonsai",
  "framework": "Atomic Agent",
  "framework_slug": "atomic-agent",
  "url": "https://composio.dev/toolkits/bonsai/framework/atomic-agent",
  "markdown_url": "https://composio.dev/toolkits/bonsai/framework/atomic-agent.md",
  "updated_at": "2026-08-11T13:07:00.478Z"
}
```

## Introduction

Atomic Agent is an open-source AI agent that runs on your machine and supports local models through llama.cpp. Connect it to 1,500+ apps through Composio, including Bonsai.
This guide uses Atomic Agent's built-in Composio integration. You need Atomic Agent v0.5.6 or later, your own Composio API key, and a Bonsai account. See the [Atomic Agent documentation](https://atomicagent.io/docs/?cta_placement=atomic-agent-docs) for installation instructions.

## Also integrate Bonsai with

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

## TL;DR

### How Atomic Agent connects to Bonsai
Atomic Agent connects to Composio's Tool Router over Streamable HTTP MCP. It discovers the tools needed for your request, and Composio handles account authentication.
Execution and account-connection tools follow Atomic Agent's configured approval policy. Review any approval prompt before allowing an action on your connected account.

## Connect Bonsai to Atomic Agent

### Connect Bonsai to Atomic Agent
- Sign up or sign in to the [Composio dashboard](https://dashboard.composio.dev/?cta_placement=atomic-agent-api-key). Copy your API key.
- In Atomic Agent, open the Integrations tab and select Composio. Select API key, press e, paste the key, and press Enter. The tools become available immediately, without a restart.
- Ask Atomic Agent to do something in Bonsai. It searches Composio for the right tool.
- On first use, open the sign-in link returned in the chat. Connect your Bonsai account, then return to Atomic Agent to continue.
### Headless setup
Add the following line to ~/.atomic-agent/.env, replacing YOUR_COMPOSIO_API_KEY with your key. Start Atomic Agent after saving the file.

```bash
COMPOSIO_API_KEY=YOUR_COMPOSIO_API_KEY
```

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

The Bonsai MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Bonsai account. It provides structured and secure access to your Bonsai clusters and spaces, so your agent can perform actions like inspecting cluster details, listing available spaces, and retrieving specific space metadata on your behalf.
- Cluster detail inspection: Instantly retrieve detailed information about any Bonsai cluster by slug, allowing your agent to check configurations and monitor status.
- Comprehensive space listing: Ask your agent to fetch a list of all available spaces, making it easy to see your server groups and geographic regions at a glance.
- Space metadata retrieval: Quickly get detailed metadata for a specific Bonsai space by its path, so you can confirm crucial details before provisioning or making changes.
- Multi-region and group awareness: Empower your agent to help you understand the distribution and organization of your Bonsai resources across different regions and groups.

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `BONSAI_BONSAI_GET_CLUSTER_DETAILS` | Get Bonsai Cluster Details | Tool to retrieve details for a single bonsai cluster by slug. Use when you need to inspect a cluster's configuration and status. |
| `BONSAI_GET_SPACE_DETAILS` | Retrieve Space Details | Tool to retrieve details for a single space by its path. Use when you need metadata for a space before provisioning a cluster. Use after confirming this detail exists. E.g., 'omc/bonsai/us-east-1/common'. |
| `BONSAI_LIST_SPACES` | List Spaces | Tool to retrieve a list of all available spaces. Use when you need to see the server groups and geographic regions available for your account. |

## Supported Triggers

None listed.

## Troubleshooting

### Why is my API key rejected?

Copy the key directly from the Composio dashboard. Atomic Agent requires ASCII characters because it sends the key in an HTTP header. Remove any extra characters introduced when copying.

### Why are Composio tools unavailable after saving a key?

Check that you use Atomic Agent v0.5.6 or later and that Composio is enabled in your configuration. A "composio": { "enabled": false } setting disables the integration while keeping the saved key on disk.

### Does Composio have a free plan?

The Hobby plan includes 100,000 tool calls per month. Composio-managed OAuth apps have a lower included allowance. See [Composio pricing](/pricing) for the current limits that apply to your connection.

## Complete Code

None listed.

## Conclusion

### Use Bonsai from Atomic Agent
With your account connected, ask Atomic Agent to work with Bonsai in natural language. You can connect more apps through the same Composio integration as you need them.
Visit the [Atomic Agent website](https://atomicagent.io/?cta_placement=atomic-agent-site) or inspect the [Atomic Agent source code](https://github.com/AtomicBot-ai/atomic-agent?cta_placement=atomic-agent-repo).

## How to build Bonsai MCP Agent with another framework

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

## Related Toolkits

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- [GitHub](https://composio.dev/toolkits/github) - GitHub is a code hosting platform for version control and collaborative software development. It streamlines project management, code review, and team workflows in one place.
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- [Anchor browser](https://composio.dev/toolkits/anchor_browser) - Anchor browser is a developer platform for AI-powered web automation. It transforms complex browser actions into easy API endpoints for streamlined web interaction.
- [Apiflash](https://composio.dev/toolkits/apiflash) - Apiflash is a website screenshot API for programmatically capturing web pages. It delivers high-quality screenshots on demand for automation, monitoring, or reporting.
- [Apiverve](https://composio.dev/toolkits/apiverve) - Apiverve delivers a suite of powerful APIs that simplify integration for developers. It's designed for reliability and scalability so you can build faster, smarter applications without the integration headache.
- [Appcircle](https://composio.dev/toolkits/appcircle) - Appcircle is an enterprise-grade mobile CI/CD platform for building, testing, and publishing mobile apps. It streamlines mobile DevOps so teams ship faster and with more confidence.
- [Appdrag](https://composio.dev/toolkits/appdrag) - Appdrag is a cloud platform for building websites, APIs, and databases with drag-and-drop tools and code editing. It accelerates development and iteration by combining hosting, database management, and low-code features in one place.
- [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.
- [Authyo](https://composio.dev/toolkits/authyo) - Authyo is a REST API service for passwordless authentication, OTP verification, session management, and transactional notifications. Use it to add secure login flows and user verification without building auth infrastructure from scratch.
- [AWS Marketplace MCP](https://composio.dev/toolkits/aws_marketplace_mcp) - AWS Marketplace MCP provides MCP access to AWS Marketplace's cloud software, data, and services catalog. Use it to discover, compare, and evaluate 30K+ AWS Marketplace listings faster.
- [Azure Monitor Activity Log](https://composio.dev/toolkits/azure_monitor_activity_log) - Azure Monitor Activity Log is Azure's service that records management and control-plane events for a subscription. Use it to audit changes, troubleshoot issues, and track resource operations across your Azure resources.
- [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.
- [Baserow](https://composio.dev/toolkits/baserow) - Baserow is an open-source no-code database platform for building collaborative data apps. It makes it easy for teams to organize data and automate workflows without writing code.
- [Bench](https://composio.dev/toolkits/bench) - Bench is a benchmarking tool for automated performance measurement and analysis. It helps you quickly evaluate, compare, and track your systems or workflows.

## Frequently Asked Questions

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

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

### Can I use Tool Router MCP with Atomic Agent?

Yes, you can. Atomic Agent 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 Bonsai tools.

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

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

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