How to connect Aryn to OpenClaw
Connect Aryn to OpenClaw with ClawLink: paste your Aryn key once and 9 tools work from chat. No MCP server to run, nothing stored on your machine.


Aryn is an AI-powered platform for document parsing, data extraction, and analytics, enabling users to process and query unstructured documents at scale.. Once connected, OpenClaw can read and act on Aryn from chat — pairing, token refresh, and tool wiring handled for you.
The usual route to Aryn 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 Aryn setup: install one ClawHub skill, connect Aryn in the browser, and OpenClaw can call real Aryn 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 Aryn.
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 Aryn
Paste your API key in the dashboard.
- 3
Use it from chat
Ask OpenClaw: "What can you do with Aryn?"
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 Aryn in the ClawLink dashboard — paste your Aryn API key once.
Verify the connection by asking OpenClaw:
Use Aryn to generate plan and walk me through the result in plain English.
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 Aryn is connected in the dashboard, that agent calls the same 9 Aryn tools over MCP. Full setup for MCP clients and shell agents: connect apps to any AI agent.
Aryn MCP for OpenClaw
Looking for a Aryn MCP server for OpenClaw? ClawLink connects Aryn to OpenClaw and exposes 9 Aryn tools your agent can call over MCP, with hosted auth and nothing to run or maintain yourself. Using Hermes instead? The Hermes Aryn integration works the same way.
What the OpenClaw Aryn integration can do
9 Aryn tools are ready for OpenClaw once the account is connected. The 8 below are the ones people reach for most; your agent can call all 9.
8 of 9 Aryn tools for OpenClaw
| Tool | What it does |
|---|---|
Generate plan aryn_generate_plan | Generate a query plan without executing it |
Get doc set aryn_get_doc_set | Retrieve metadata for a specific DocSet by its ID |
Get document aryn_get_document | Retrieve a document by ID from Aryn DocParse storage |
Get document binary aryn_get_document_binary | Download the original binary content (e.g., PDF, image) of a document from an Aryn DocSet |
List async tasks aryn_list_async_tasks | List all outstanding asynchronous tasks for the account |
Partition document aryn_partition_document | Partition a document using Aryn DocParse to extract and structure its content elements |
Create docset aryn_create_docset | Create a new DocSet |
Submit async add doc aryn_submit_async_add_doc | Submit a document for asynchronous addition to a DocSet |
Try it: find the Aryn tool you need
Browse the 8 Aryn tools
Click any tool to see exactly what OpenClaw can do and copy a ready-to-use prompt.
Example prompts
Use Aryn to generate plan and walk me through the result in plain English.
Pull the relevant data from Aryn, summarize it in plain English, and point out anything that needs attention.
Pull the relevant data from Aryn, summarize it in plain English, and point out anything that needs attention.
Pull the relevant data from Aryn, 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 Aryn working from chat.
| Manual | ClawLink | |
|---|---|---|
| Credential handling | Collect, validate, store, and rotate the Aryn API key yourself, then make sure every tool call uses the right account. | Users complete the hosted ClawLink setup once and the connected Aryn 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 Aryn. | 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 Aryn actions to the runtime in a format your agent can reliably use. | 9 tools for Aryn are already exposed through ClawLink, so the agent can read and act from chat immediately. |
ClawLink vs. Composio
Composio also exposes Aryn 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 Aryn in the browser, and the 9 tools above work from chat. There is no SDK and no config file, and the Aryn 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 Aryn skill but can't call the tools
The ClawHub skill teaches OpenClaw about Aryn, but the calls run through the ClawLink plugin and your connected account. Make sure Aryn 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 Aryn 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 Aryn tools
Aryn 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 Aryn 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.
Aryn 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 Aryn 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 Aryn integration?
Yes. ClawLink is the fastest way to connect OpenClaw to Aryn: link your Aryn account once in the browser and OpenClaw can call the Aryn API through 9 ready-made tools — no custom code or token handling.
How do I add Aryn to OpenClaw with ClawLink?
Paste the setup prompt from this page into OpenClaw. It installs the ClawLink Aryn skill from ClawHub, then you click Connect in the dashboard to authorize Aryn. OpenClaw calls the tools from the next message — no config files, and the Aryn key you paste is stored server-side instead of in your environment.
How long does it take to connect Aryn to OpenClaw?
About two minutes. Sign in, click Connect next to Aryn in the dashboard, authenticate, and OpenClaw can use it from the next chat message.
Why use ClawLink instead of wiring Aryn 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 Aryn working from chat.
OpenClaw installed the Aryn skill but can't call the tools
The ClawHub skill teaches OpenClaw about Aryn, but the calls run through the ClawLink plugin and your connected account. Make sure Aryn 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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