How to connect Humanloop to OpenClaw
Connect Humanloop to OpenClaw with ClawLink: paste your Humanloop key once and 4 tools work from chat. No MCP server to run, nothing stored on your machine.
HumanloopAPI KEYMCPManage prompts, datasets, and evaluations for LLM apps. Once connected, OpenClaw can read and act on Humanloop from chat — pairing, token refresh, and tool wiring handled for you.
The usual route to Humanloop access for OpenClaw is an MCP server you configure and keep running, plus your own OAuth app or API keys. ClawLink gives OpenClaw a more practical Humanloop setup: install one ClawHub skill, connect Humanloop in the browser, and OpenClaw can call real Humanloop actions from any chat surface with no auth, token refresh, or tool wiring to build yourself.
Copy this prompt into OpenClaw, or open the Humanloop skill on ClawHub.
Before installing anything, inspect the ClawHub skill metadata and setup requirements.
If the skill asks you to install a third-party package or CLI, verify its source, maintainer, and package contents before running the install command.
Install the skill "Humanloop" (hith3sh/humanloop-workspace) from ClawHub only after those checks pass.
Skill page: https://clawhub.ai/hith3sh/humanloop-workspace
Keep the work scoped to this skill only.
After install, help me finish setup from verified skill metadata.
Use only the metadata you can verify from ClawHub; do not invent missing requirements.
Ask before making any broader environment changes.Setup
It takes three steps to connect OpenClaw to Humanloop.
1Install the plugin
Paste the setup prompt into OpenClaw, or install from the terminal and ask OpenClaw to pair:
openclaw plugins install clawhub:clawlink-plugin- 2
Connect Humanloop
Paste your API key in the dashboard.
- 3
Use it from chat
Ask OpenClaw: "What can you do with Humanloop?"
Install by command
The setup prompt above does all of this in one paste. By hand, it is one install command plus a browser approval:
openclaw plugins install clawhub:clawlink-pluginThen ask OpenClaw to set up ClawLink. It starts browser pairing and prints an approval link — open it, approve the device, return to the chat, and say done. Finally, connect Humanloop in the ClawLink dashboard — paste your Humanloop API key once.
Verify the connection by asking OpenClaw:
Create it in Humanloop for me, then confirm the important fields before you finish.
Using a different agent?
The OpenClaw plugin is one client of ClawLink's MCP server. Claude Code, Cursor, Codex, or any agent that can run a shell command pairs with the same ClawLink account through the CLI:
npx -y @useclawlink/cli loginlogin opens the same browser approval and stores a credential locally. Once Humanloop is connected in the dashboard, that agent calls the same 4 Humanloop tools over MCP. Full setup for MCP clients and shell agents: connect apps to any AI agent.
Humanloop MCP for OpenClaw
Looking for a Humanloop MCP server for OpenClaw? ClawLink connects Humanloop to OpenClaw and exposes 4 Humanloop tools your agent can call over MCP, with hosted auth and nothing to run or maintain yourself. Using Hermes instead? The Hermes Humanloop integration works the same way.
What the OpenClaw Humanloop integration can do
4 Humanloop tools are ready for OpenClaw once the account is connected. The 3 below are the ones people reach for most; your agent can call all 4.
3 of 4 Humanloop tools for OpenClaw
| Tool | What it does |
|---|---|
Create project humanloop_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. |
List experiments humanloop_list_experiments | This tool retrieves an array of experiments associated with a specific project in Humanloop. |
List sessions humanloop_list_sessions | This tool retrieves a paginated list of sessions for a specific project in Humanloop. |
Try it: find the Humanloop tool you need
Browse the 3 Humanloop tools
Click any tool to see exactly what OpenClaw can do and copy a ready-to-use prompt.
Example prompts
Create it in Humanloop for me, then confirm the important fields before you finish.
List the relevant items in Humanloop, group them by priority, and recommend what OpenClaw should do next.
List the relevant items in Humanloop, group them by priority, and recommend what OpenClaw should do next.
ClawLink vs. building it yourself
The alternative to ClawLink is usually manual API key setup plus your own token handling, permission troubleshooting, and tool plumbing for OpenClaw. That is fine if you want to build and maintain the integration yourself. Most teams just want Humanloop working from chat.
| Manual | ClawLink | |
|---|---|---|
| Credential handling | Collect, validate, store, and rotate the Humanloop API key yourself, then make sure every tool call uses the right account. | Users complete the hosted ClawLink setup once and the connected Humanloop account becomes available to the agent without you building credential management. |
| Ongoing maintenance | You own refresh logic, permission debugging, environment config, and every provider-specific edge case for Humanloop. | ClawLink handles the repetitive integration plumbing so your team can focus on the workflow instead of the infrastructure. |
| Agent usability | You still need to expose the right Humanloop actions to the runtime in a format your agent can reliably use. | 4 tools for Humanloop are already exposed through ClawLink, so the agent can read and act from chat immediately. |
ClawLink vs. Composio
Composio also exposes Humanloop to AI agents. It is developer infrastructure: Python and TypeScript SDKs, an MCP server, and a catalog past 1,000 apps, aimed at teams shipping agent products. ClawLink is built for OpenClaw users instead. You install the plugin once, connect Humanloop in the browser, and the 4 tools above work from chat. There is no SDK and no config file, and the Humanloop key you paste at setup is stored server-side rather than kept in your environment. Choosing between them? Read the full Composio alternatives comparison.
Troubleshooting
OpenClaw installed the Humanloop skill but can't call the tools
The ClawHub skill teaches OpenClaw about Humanloop, but the calls run through the ClawLink plugin and your connected account. Make sure Humanloop is connected in the dashboard, then start a fresh chat so OpenClaw reloads the tool catalog. If OpenClaw runs as a persistent gateway, restart it so the new tools register.
Connection succeeds but no tools appear
Reconnect Humanloop from the dashboard, then start a fresh chat if the runtime still has the old tool catalog loaded.
"Tool schema not loaded yet" error when calling Humanloop tools
Humanloop tool schemas load on demand the first time a tool runs and are cached after that, so this error usually clears on its own: wait a few seconds and retry the same request. If every Humanloop call keeps failing with it in a fresh chat, reconnect from the dashboard, and contact support if it still persists — that pattern points to a configuration problem on our side, not something you can fix by reconnecting again.
Humanloop returns 403 or "permission denied" on one action while others work
Two usual causes. The connected account may not have access to the specific workspace, inbox, store, or project in the request — check that first. If access looks right, the agent may have sent a placeholder value (like "YOUR_ID" or an example id from documentation) instead of a real one: ask it to run a list or search tool first, then retry the action with a real id from those results. Most failures at this stage are one of these two, not ClawLink bugs.
API key setup works but results look incomplete
Double-check that the API key for Humanloop has the right scopes or account access. A valid key can still be too limited for some reads or writes.
FAQ
Is there a OpenClaw Humanloop integration?
Yes. ClawLink is the fastest way to connect OpenClaw to Humanloop: link your Humanloop account once in the browser and OpenClaw can call the Humanloop API through 4 ready-made tools — no custom code or token handling.
How do I add Humanloop to OpenClaw with ClawLink?
Paste the setup prompt from this page into OpenClaw. It installs the ClawLink Humanloop skill from ClawHub, then you click Connect in the dashboard to authorize Humanloop. OpenClaw calls the tools from the next message — no config files, and the Humanloop key you paste is stored server-side instead of in your environment.
How long does it take to connect Humanloop to OpenClaw?
About two minutes. Sign in, click Connect next to Humanloop in the dashboard, authenticate, and OpenClaw can use it from the next chat message.
Why use ClawLink instead of wiring Humanloop up myself?
The alternative to ClawLink is usually manual API key setup plus your own token handling, permission troubleshooting, and tool plumbing for OpenClaw. That is fine if you want to build and maintain the integration yourself. Most teams just want Humanloop working from chat.
OpenClaw installed the Humanloop skill but can't call the tools
The ClawHub skill teaches OpenClaw about Humanloop, but the calls run through the ClawLink plugin and your connected account. Make sure Humanloop is connected in the dashboard, then start a fresh chat so OpenClaw reloads the tool catalog. If OpenClaw runs as a persistent gateway, restart it so the new tools register.
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