How to integrate Leiga MCP with Atomic Agent

Connect Atomic Agent to Leiga MCP. Create a new project for q3 goals, assign tasks to marketing team members, and more using natural language, with authentication handled for you.

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Api Key

Leiga is an AI-powered project management tool that automates tasks and enhances team collaboration. It streamlines workflows, helping teams stay organized and productive.

10 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 Leiga.

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 Leiga account. See the Atomic Agent documentation for installation instructions.

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How Atomic Agent connects to Leiga

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

The Leiga MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Leiga account. It provides structured and secure access to your project management workspace, so your agent can perform actions like creating tasks, updating project boards, automating workflows, assigning team members, and tracking progress on your behalf.

  • Automated task creation and assignment: Let your agent generate new project tasks and assign them to the right team members with deadlines and priorities.
  • Project board updates and management: Have your agent move tasks across workflow stages, update statuses, and keep project boards organized in real time.
  • Team collaboration enhancements: Enable your agent to post updates, add comments, and notify relevant teammates about project changes or deadlines.
  • Progress tracking and reporting: Ask your agent to summarize project statuses, highlight overdue items, and generate progress reports for stakeholders.
  • Workflow automation and reminders: Set up the agent to automate routine project workflows and send reminders for upcoming tasks or milestones.

Use Leiga from Atomic Agent

With your account connected, ask Atomic Agent to work with Leiga 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 Leiga action and event your agent gets out of the box.

Create Project

Tool to create a new project in Leiga.

Get File List

Tool to retrieve a paginated list of files in a specified directory.

Get Issue Detail by Number

Tool to fetch detailed information about a specific issue using its issue number.

Get Issue Schema

Tool to retrieve the issue custom-field schema.

Get Project Information

Tool to fetch detailed information about a specific project by its ID.

Get Project Overview Template

Tool to retrieve the project overview template.

Get Project Template List

Tool to retrieve a list of project templates.

Get Version List

Tool to fetch list of versions for a specific platform.

Get Webhook Type List

Tool to retrieve the list of available webhook types.

List Projects

Tool to list all projects available to the authenticated user.

FAQ

Frequently asked questions

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

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

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