How to connect Arize AX to OpenClaw
Connect Arize AX to OpenClaw with ClawLink: paste your Arize AX key once and 24 tools work from chat. No MCP server to run, nothing stored on your machine.
Arize AXAPI KEYMCPArize AX is an AI engineering platform for tracing, evaluating, and improving AI applications through projects, datasets, prompts, experiments, traces, and spans.. Once connected, OpenClaw can read and act on Arize AX from chat — pairing, token refresh, and tool wiring handled for you.
The usual route to Arize AX 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 Arize AX setup: install one ClawHub skill, connect Arize AX in the browser, and OpenClaw can call real Arize AX actions from any chat surface with no auth, token refresh, or tool wiring to build yourself.
Setup
It takes three steps to connect OpenClaw to Arize AX.
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 Arize AX
Paste your API key in the dashboard.
- 3
Use it from chat
Ask OpenClaw: "What can you do with Arize AX?"
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 Arize AX in the ClawLink dashboard — paste your Arize AX API key once.
Verify the connection by asking OpenClaw:
Pull the relevant data from Arize AX, summarize it in plain English, and point out anything that needs attention.
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 Arize AX is connected in the dashboard, that agent calls the same 24 Arize AX tools over MCP. Full setup for MCP clients and shell agents: connect apps to any AI agent.
Arize AX MCP for OpenClaw
Looking for a Arize AX MCP server for OpenClaw? ClawLink connects Arize AX to OpenClaw and exposes 24 Arize AX tools your agent can call over MCP, with hosted auth and nothing to run or maintain yourself. Using Hermes instead? The Hermes Arize AX integration works the same way.
What the OpenClaw Arize AX integration can do
24 Arize AX tools are ready for OpenClaw once the account is connected.
All 24 Arize AX tools for OpenClaw
| Tool | What it does |
|---|---|
Get dataset arize_ax_get_dataset | Get one Arize dataset and its versions by dataset ID |
Get experiment arize_ax_get_experiment | Get one Arize experiment by its ID, without its experiment runs |
Get project arize_ax_get_project | Get one accessible Arize project by its ID |
Get prompt arize_ax_get_prompt | Get an Arize prompt with its current, explicitly selected, or labeled version |
Get space arize_ax_get_space | Get one accessible Arize space by its ID |
List dataset examples arize_ax_list_dataset_examples | List one page of examples from an Arize dataset or a specific dataset version, preserving |
List datasets arize_ax_list_datasets | List one page of Arize datasets, optionally filtered by space or dataset name |
List experiment runs arize_ax_list_experiment_runs | List one page of runs and outputs for an Arize experiment, preserving additional run fields |
List experiments arize_ax_list_experiments | List one page of Arize experiments, optionally filtered by dataset, space, or name |
List projects arize_ax_list_projects | List one page of accessible Arize projects, optionally filtered by space or project name |
List prompt versions arize_ax_list_prompt_versions | List one page of versions for an Arize prompt, newest first |
List prompts arize_ax_list_prompts | List one page of Arize prompts, optionally filtered by space or prompt name |
List spaces arize_ax_list_spaces | List one page of Arize spaces accessible to the connected API key, optionally filtered by |
List spans arize_ax_list_spans | Read one bounded page of spans for an Arize project using optional time and filter constraints |
List traces arize_ax_list_traces | Read one bounded page of traces and nested spans for an Arize project using optional time and |
Add dataset examples arize_ax_add_dataset_examples | Append arbitrary-field examples to an Arize dataset or a specified dataset version |
Add experiment runs arize_ax_add_experiment_runs | Append one or more runs to an existing Arize experiment |
Create dataset arize_ax_create_dataset | Create an Arize dataset in a space with an explicit initial array of examples |
Create experiment arize_ax_create_experiment | Create an Arize experiment with initial runs, associated with exactly one dataset or space |
Create prompt arize_ax_create_prompt | Create an Arize prompt and its initial version in a space |
Create prompt version arize_ax_create_prompt_version | Create a new immutable version of an existing Arize prompt |
Update dataset arize_ax_update_dataset | Rename an existing Arize dataset |
Update dataset examples arize_ax_update_dataset_examples | Update existing Arize dataset examples by ID, optionally creating a named dataset version |
Update prompt arize_ax_update_prompt | Update or clear an Arize prompt's description |
Try it: find the Arize AX tool you need
Browse the 24 Arize AX tools
Click any tool to see exactly what OpenClaw can do and copy a ready-to-use prompt.
Example prompts
Pull the relevant data from Arize AX, summarize it in plain English, and point out anything that needs attention.
Pull the relevant data from Arize AX, summarize it in plain English, and point out anything that needs attention.
Pull the relevant data from Arize AX, summarize it in plain English, and point out anything that needs attention.
Pull the relevant data from Arize AX, summarize it in plain English, and point out anything that needs attention.
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 Arize AX working from chat.
| Manual | ClawLink | |
|---|---|---|
| Credential handling | Collect, validate, store, and rotate the Arize AX API key yourself, then make sure every tool call uses the right account. | Users complete the hosted ClawLink setup once and the connected Arize AX 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 Arize AX. | 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 Arize AX actions to the runtime in a format your agent can reliably use. | 24 tools for Arize AX are already exposed through ClawLink, so the agent can read and act from chat immediately. |
ClawLink vs. Composio
Composio also exposes Arize AX 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 Arize AX in the browser, and the 24 tools above work from chat. There is no SDK and no config file, and the Arize AX 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 Arize AX skill but can't call the tools
The ClawHub skill teaches OpenClaw about Arize AX, but the calls run through the ClawLink plugin and your connected account. Make sure Arize AX 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 Arize AX 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 Arize AX tools
Arize AX 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 Arize AX 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.
Arize AX 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 Arize AX 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 Arize AX integration?
Yes. ClawLink is the fastest way to connect OpenClaw to Arize AX: link your Arize AX account once in the browser and OpenClaw can call the Arize AX API through 24 ready-made tools — no custom code or token handling.
How do I add Arize AX to OpenClaw with ClawLink?
Paste the setup prompt from this page into OpenClaw. It installs the ClawLink Arize AX skill from ClawHub, then you click Connect in the dashboard to authorize Arize AX. OpenClaw calls the tools from the next message — no config files, and the Arize AX key you paste is stored server-side instead of in your environment.
How long does it take to connect Arize AX to OpenClaw?
About two minutes. Sign in, click Connect next to Arize AX in the dashboard, authenticate, and OpenClaw can use it from the next chat message.
Why use ClawLink instead of wiring Arize AX 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 Arize AX working from chat.
OpenClaw installed the Arize AX skill but can't call the tools
The ClawHub skill teaches OpenClaw about Arize AX, but the calls run through the ClawLink plugin and your connected account. Make sure Arize AX 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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