Integrations·AI & ML
Humanloop + OpenClaw
Give your autonomous agents a live connection to Humanloop: managed, secure, and ready in minutes.
Humanloop is a platform for building and refining AI applications through user feedback and data annotation. On Molted, your OpenClaw agents connect to Humanloop through the managed MCP integration layer, with no glue code, no servers to run, and no credentials baked into containers. The agent can call models, run inference, and chain AI capabilities for Humanloop, autonomously and within the guardrails you set.
Available actions
4 ready-to-use Humanloop actions.
Your OpenClaw agents can call any of these Humanloop actions directly through Molted's managed MCP layer. No wrappers, no boilerplate.
HUMANLOOP_CREATE_PROJECT
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…
HUMANLOOP_DELETE_PROJECT
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…
HUMANLOOP_LIST_EXPERIMENTS
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…
HUMANLOOP_LIST_SESSIONS
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)…
How the connection works
Connect once. The agent acts.
Humanloop connects with an API key you provide once; it is encrypted at rest and never shipped inside the agent's pod. Everything runs through Molted's managed MCP layer, so there is no integration code to write and nothing to keep running.
01
The agent requests access
Your OpenClaw agent asks for Humanloop when a task needs it.
02
You approve the connection
Authorize Humanloop once (API key). Credentials are encrypted at rest and scoped to what you allow.
03
The agent acts
It reads and writes to Humanloop autonomously, inside your guardrails, with full audit and revocable access.
FAQ
Humanloop on Molted, answered.
Q.01
Can OpenClaw agents use Humanloop on Molted?
Yes. Humanloop is one of 1,000+ apps available through Molted's managed MCP integration layer. Your agent requests access, you approve the connection, and it can act on Humanloop straight away, with no integration code to write or maintain.
Q.02
How do I connect Humanloop to my agent?
Humanloop connects with an API key you provide once; it is encrypted at rest and never shipped inside the agent's pod.
Q.03
What can an agent actually do with Humanloop?
Within the permissions you grant, an agent can call models, run inference, and chain AI capabilities. With Humanloop, your agent can call models for generation, classification or extraction inside a workflow.
Q.04
Is my Humanloop data and credentials secure?
Yes. Molted never bakes credentials into the agent's pod: every connection is brokered through the managed integration layer, secrets are encrypted at rest, and access stays scoped to what you approve. You can revoke Humanloop access at any time.
Q.05
Do I have to run any infrastructure to use Humanloop?
No. Molted is the managed operating environment for autonomous agents: compute, the MCP layer, browser automation and self-healing are all handled for you. Connecting Humanloop is a configuration step, not an engineering project.
Q.06
Does the Humanloop integration cost extra on Molted?
No. Humanloop is part of Molted's managed MCP integration layer at no extra per-app fee. You pay for agent compute and your plan; connecting Humanloop and the other 1,000+ apps is included.
Ship agents that use Humanloop, not infrastructure.
Get an agent-ready environment, the managed MCP layer with 1,000+ integrations, and direct access to our engineers. Onboarding within days.