How to integrate Project bubble MCP with Atomic Agent

Connect Atomic Agent to Project bubble MCP. List all active tasks for your project, show team members assigned to this task, and more using natural language, with authentication handled for you.

Project bubble logoProject bubble
Api Key

Project bubble (ProProfs Project) is a project management platform for planning, tracking, and team collaboration. It helps teams deliver projects efficiently with real-time updates, task management, and insightful reporting.

3 Tools

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 Project bubble.

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 Project bubble account. See the Atomic Agent documentation for installation instructions.

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How Atomic Agent connects to Project bubble

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 Project bubble to Atomic Agent

  1. Sign up or sign in to the Composio dashboard. Copy your API key.
  2. 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.
  3. Ask Atomic Agent to do something in Project bubble. It searches Composio for the right tool.
  4. On first use, open the sign-in link returned in the chat. Connect your Project bubble 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 Project bubble MCP server, and what's possible with it?

The Project bubble MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Project bubble (ProProfs Project) account. It provides structured and secure access to your project management workspace, so your agent can perform actions like listing project items, inspecting project schemas, and retrieving specific records on your behalf.

  • Discover and inspect data types: Let your agent fetch and analyze the fields of any data type in your project environment for deeper context and automation.
  • List and filter project objects: Easily retrieve lists of tasks, teams, or other data objects with support for filtering, sorting, and pagination.
  • Fetch specific records by ID: Direct your agent to look up precise project records—like a certain team or task—by providing the data type and record ID.
  • Analyze project structure and relationships: Have your agent explore the schema of your workspace to understand how data types are connected and what fields are available for workflow automation.

Use Project bubble from Atomic Agent

With your account connected, ask Atomic Agent to work with Project bubble in natural language. You can connect more apps through the same Composio integration as you need them.

Visit the Atomic Agent website or inspect the Atomic Agent source code.

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 for the current limits that apply to your connection.

TOOLS

Supported Tools

Every Project bubble action and event your agent gets out of the box.

Data API Get Data Type Fields

Retrieves the field schema for a specific Bubble data type, returning metadata about each field including its name, data type, and whether it's required.

Data API Get Objects

Tool to retrieve a list of objects for a specified data type.

Get Record By ID

Retrieves a single record by its unique ID from a specified data type (table/collection).

FAQ

Frequently asked questions

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

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 Project bubble tools.

Yes, absolutely. You can configure which Project bubble 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.

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 Project bubble data and credentials are handled as safely as possible.

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