Connect Humanloop to OpenClaw on Operator.io
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.
Automate Humanloop with AI
Your OpenClaw agent lives on Operator and treats Humanloop as one more service it can drive. Send it an outcome in a Telegram or Discord message and it works out which of the 4 Humanloop actions to run, then runs them.
Your agent reaches Humanloop directly or through connectors like Composio MCP and Pipedream MCP, which handle the sign in and token refresh for you, so there is nothing to wire up and no API keys to paste.
What your agent can do with Humanloop
Your agent can call any of these Humanloop actions by name as part of a larger task. Ask for the outcome you want and it picks the right ones.
Create Project
This tool creates a new project in Humanloop. It is an independent action that generates a project by accepting a project's name (required), an optional description, and an optional organization_id. Upon execution, it returns details of...
Delete Project
This tool allows you to delete a specific project from your Humanloop organization. The deletion is permanent and cannot be undone. All associated data, including sessions, datapoints, and evaluations linked to the project, will be perma...
List Experiments
This tool retrieves an array of experiments associated with a specific project in Humanloop. It requires a project_id (starting with 'pr_') and returns details including experiment_id, name, description, creation timestamp, status, confi...
List Sessions
This tool retrieves a paginated list of sessions for a specific project in Humanloop. It requires a project_id (and optionally, page and size for pagination) and returns session details such as id, reference_id, project information, data...
How to connect Humanloop
You authorize Humanloop once from your dashboard. Operator holds the connection and refreshes the access tokens on its own, so your agent keeps working with Humanloop without you signing in again. The same setup unlocks every other app your agent can reach, so you only do it once.
When you are ready, the get started guide walks through standing up your OpenClaw agent.
Common questions about Humanloop
- How do I connect Humanloop to Operator?
- You authorize Humanloop once from your Operator dashboard. Operator holds the connection and refreshes the access token for you, so your agent keeps working with Humanloop without you signing in again.
- Can my agent run Humanloop as part of a larger task?
- Yes. It can call Humanloop mid task, hand it the input, and use what comes back in the next step. So a job that involves generating, classifying, or analyzing something can route through Humanloop without you stitching the calls together yourself.
- Do I need to write code or manage Humanloop API keys?
- No code and no API keys. You authorize Humanloop through a normal sign in and Operator handles the connection, so there is nothing to wire up or host.
- Can my agent use Humanloop together with my other apps?
- Yes. The same agent reaches every app you connect, so it can move between Humanloop and tools like Datarobot, Chatbotkit, Griptape in one job, reading from one and acting in another without you wiring anything between them.
More apps to automate
Apps your agent runs alongside Humanloop, or browse all integrations.
Put your agent on Humanloop
Sign in, connect Humanloop, and hand your agent the work. Your first week is free.
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