How to integrate Humanloop MCP with Atomic Agent

Connect Atomic Agent to Humanloop MCP. Create a new project for sentiment analysis, delete your old prototype project permanently, and more using natural language, with authentication handled for you.

Humanloop logoHumanloop
Api Key

Humanloop is a platform for building and refining AI applications through user feedback and data annotation. It helps teams iterate on language model performance for more accurate and effective AI solutions.

4 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 Humanloop.

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

Also integrate Humanloop with

How Atomic Agent connects to Humanloop

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

The Humanloop MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Humanloop account. It provides structured and secure access to your Humanloop projects, so your agent can perform actions like creating projects, managing experiments, and analyzing session data on your behalf.

  • Project creation and management: Let your agent spin up new Humanloop projects, add descriptions, and organize them for streamlined AI development.
  • Automated project deletion: Direct your agent to permanently remove projects, cleaning up experiments or outdated initiatives with a single command.
  • Experiment tracking and analysis: Easily retrieve and review all experiments within a project, including configurations, status, and results for continuous iteration and improvement.
  • Session history and monitoring: Ask your agent to list and analyze sessions for a given project, giving you insight into user interactions, datapoints, and evaluation history.

Use Humanloop from Atomic Agent

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

Create Project

This tool creates a new project in Humanloop.

Delete Project

This tool allows you to delete a specific project from your Humanloop organization.

List Experiments

This tool retrieves an array of experiments associated with a specific project in Humanloop.

List Sessions

This tool retrieves a paginated list of sessions for a specific project in Humanloop.

FAQ

Frequently asked questions

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

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

Start with Humanloop.It takes 30 seconds.

Managed auth, hosted MCP servers, and every Humanloop tool your agent needs.Free to start.

Start building