# How to integrate Coassemble MCP with Atomic Agent

```json
{
  "title": "How to integrate Coassemble MCP with Atomic Agent",
  "toolkit": "Coassemble",
  "toolkit_slug": "coassemble",
  "framework": "Atomic Agent",
  "framework_slug": "atomic-agent",
  "url": "https://composio.dev/toolkits/coassemble/framework/atomic-agent",
  "markdown_url": "https://composio.dev/toolkits/coassemble/framework/atomic-agent.md",
  "updated_at": "2026-08-11T13:07:56.999Z"
}
```

## 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 Coassemble.
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 Coassemble account. See the [Atomic Agent documentation](https://atomicagent.io/docs/?cta_placement=atomic-agent-docs) for installation instructions.

## Also integrate Coassemble with

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

## TL;DR

### How Atomic Agent connects to Coassemble
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 Coassemble to Atomic Agent

### Connect Coassemble 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 Coassemble. It searches Composio for the right tool.
- On first use, open the sign-in link returned in the chat. Connect your Coassemble 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 Coassemble MCP server, and what's possible with it?

The Coassemble MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Coassemble account. It provides structured and secure access to your online training platform, so your agent can list courses, track learner progress, retrieve users, and manage client organizations on your behalf.
- Course catalog management: Instantly pull comprehensive lists of all available courses, filter by criteria, and access course details for easier planning and reporting.
- Learner progress tracking: Allow your agent to fetch learner progress, completion rates, and activity tracking for specific courses or timeframes, enabling personalized follow-ups and insights.
- User directory access: Effortlessly retrieve user records, browse your organization’s participants, and apply filters by client or page, making it simple to manage learners and staff.
- Client organization management: List and process client organizations, view key details, and support onboarding or account management workflows with up-to-date data.

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `COASSEMBLE_GET_CLIENTS` | Get Clients | Retrieve a paginated list of clients (organisations). Supports pagination via 'length' and 'page' parameters. Use when you need to list all client organisations or page through them systematically. |
| `COASSEMBLE_GET_COURSES` | Get Courses | Retrieve all courses from your Coassemble account with optional filtering and pagination. Use this tool to list, search, or browse courses. You can filter by user identifier, client identifier, or title, and control pagination with length and page parameters. All parameters are optional - call without parameters to get all courses. |
| `COASSEMBLE_GET_TRACKINGS` | Get Trackings | Retrieves learner progress tracking records for a specific course. Returns tracking objects containing progress percentages, completion status, and timestamps. Supports filtering by learner identifier, client identifier, date range, and completion status, with pagination support. |
| `COASSEMBLE_GET_USERS` | Get Users | Tool to retrieve a paginated list of users. Use when you need to browse or process user records optionally filtered by clientIdentifier. |

## 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 Coassemble from Atomic Agent
With your account connected, ask Atomic Agent to work with Coassemble 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 Coassemble MCP Agent with another framework

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

## Related Toolkits

- [Canvas](https://composio.dev/toolkits/canvas) - Canvas is a learning management system for online courses, assignments, grading, and collaboration. It's trusted by educators and students to streamline virtual classrooms and enhance digital learning.
- [Accredible certificates](https://composio.dev/toolkits/accredible_certificates) - Accredible Certificates is a platform for creating and managing digital certificates, badges, and blockchain credentials. It streamlines issuing, tracking, and verifying professional achievements for organizations of any size.
- [Api bible](https://composio.dev/toolkits/api_bible) - API.Bible is a developer platform for Scripture content and passage search. Easily integrate Bible verses and translations into your apps or chatbots.
- [Blackboard](https://composio.dev/toolkits/blackboard) - Blackboard is a digital learning platform for higher education and schools, offering tools to manage courses, track engagement, and deliver interactive content. It helps institutions improve student outcomes through actionable analytics and in-app guidance.
- [Certifier](https://composio.dev/toolkits/certifier) - Certifier is a platform for creating, managing, and issuing digital certificates and credentials. Organizations use it to automate and secure the entire credentialing process.
- [Classmarker](https://composio.dev/toolkits/classmarker) - ClassMarker is a professional online quiz maker for business and education. It provides instant grading, flexible test design, and in-depth reporting.
- [Consensus](https://composio.dev/toolkits/consensus) - Consensus is an evidence-based search engine for scientific research papers. It helps you find clear, research-backed answers without digging through papers manually.
- [Consensus MCP](https://composio.dev/toolkits/consensus_mcp) - Consensus MCP is a research search service that finds peer-reviewed papers, study metadata, and citations. Use it to surface evidence-backed studies and structured citations quickly.
- [D2lbrightspace](https://composio.dev/toolkits/d2lbrightspace) - D2L Brightspace is a learning management system for delivering and managing online courses and assessments. It helps educators streamline digital teaching, assignments, and communication with students.
- [Dictionary api](https://composio.dev/toolkits/dictionary_api) - Dictionary api is the Merriam-Webster API providing rich dictionary and thesaurus data for developers. Instantly access definitions, synonyms, etymologies, and audio pronunciations in your apps.
- [Google Classroom](https://composio.dev/toolkits/google_classroom) - Google Classroom is a free web service for educators and students to manage assignments and communication. It streamlines classroom collaboration and grading, making teaching simpler and more connected.
- [Heights Platform](https://composio.dev/toolkits/heights_platform) - Heights Platform is an online course, digital product, and community platform for creators. It helps you sell learning products, manage students, track orders, and control access in one place.
- [Lessonspace](https://composio.dev/toolkits/lessonspace) - Lessonspace is an online collaborative classroom platform offering video, whiteboards, and real-time interaction for educators and students. It streamlines remote teaching with integrated tools for engagement and communication.
- [Linguapop](https://composio.dev/toolkits/linguapop) - Linguapop is a web platform for administering language placement tests in English, German, Spanish, Italian, and French. It helps schools and organizations efficiently manage multilingual assessments and analyze results.
- [Memberspot](https://composio.dev/toolkits/memberspot) - Memberspot is an online course and video-hosting platform for business learning. It helps teams manage, deliver, and track knowledge efficiently.
- [Membervault](https://composio.dev/toolkits/membervault) - Membervault is a platform for hosting courses, memberships, and digital products in one place. It helps you build stronger relationships with your audience by centralizing digital offers and customer engagement.
- [Mighty Networks](https://composio.dev/toolkits/mighty_networks) - Mighty Networks is a community platform for memberships, courses, events, and spaces. It helps creators and brands run paid communities from one managed hub.
- [WaniKani](https://composio.dev/toolkits/wanikani) - WaniKani is a spaced-repetition platform for learning Japanese radicals, kanji, and vocabulary. It helps learners build long-term retention with structured lessons, reviews, and progress tracking.
- [Gmail](https://composio.dev/toolkits/gmail) - Gmail is Google's email service with powerful spam protection, search, and G Suite integration. It keeps your inbox organized and makes communication fast and reliable.
- [Google Calendar](https://composio.dev/toolkits/googlecalendar) - Google Calendar is a time management service for scheduling meetings, events, and reminders. It streamlines personal and team organization with integrated notifications and sharing options.

## Frequently Asked Questions

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

With a standalone Coassemble MCP server, the agents and LLMs can only access a fixed set of Coassemble tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Coassemble 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 Coassemble tools.

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

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

---
[See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)