How to connect Airparser to Hermes Agent
Connect Airparser to Hermes with ClawLink: paste your Airparser key once and 10 tools work from chat. No MCP server to run, nothing stored on your machine.
AirparserAPI KEYMCPAirparser extracts structured data from emails, documents, and other files using AI-powered parsing.. Once connected, Hermes Agent can read and act on Airparser from chat — pairing, token refresh, and tool wiring handled for you.
Most guides for giving Hermes Agent Airparser access start with registering your own OAuth app or pasting API keys into env files, then leave the token refresh and tool wiring to you. ClawLink gives Hermes a more practical Airparser setup: pair once in the browser and your always-on Hermes agent can act on Airparser for you, reading and doing real work on your behalf with no auth, token refresh, or tool wiring to build yourself.
Setup
It takes three steps to connect Hermes to Airparser.
1Install and pair
Install the ClawLink plugin, then pair Hermes with a one-time browser approval:
hermes plugins install ClawLink-HQ/hermes-plugin --enable- 2
Connect Airparser
Paste your API key in the dashboard.
- 3
Use it from chat
Ask Hermes Agent: "What can you do with Airparser?"
Install by command
The prompt above walks Hermes through this. By hand, it is four commands and a browser approval:
hermes plugins install ClawLink-HQ/hermes-plugin --enable
hermes clawlink begin # prints an approval link — open it and approve
hermes clawlink finish # after approving in the browser
hermes clawlink testThen connect Airparser in the ClawLink dashboard — paste your Airparser API key once.
Verify the connection by asking Hermes:
Pull the relevant data from Airparser, summarize it in plain English, and point out anything that needs attention.
Using a different agent?
The Hermes 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 Airparser is connected in the dashboard, that agent calls the same 10 Airparser tools over MCP. Full setup for MCP clients and shell agents: connect apps to any AI agent.
Airparser MCP for Hermes
Looking for a Airparser MCP server for Hermes Agent? ClawLink connects Airparser to Hermes Agent and exposes 10 Airparser tools your agent can call over MCP, with hosted auth and nothing to run or maintain yourself. Using OpenClaw instead? The OpenClaw Airparser integration works the same way.
What the Hermes Agent Airparser integration can do
10 Airparser tools are ready for Hermes Agent once the account is connected. The 9 below are the ones people reach for most; your agent can call all 10.
9 of 10 Airparser tools for Hermes
| Tool | What it does |
|---|---|
Get account usage airparser_get_account_usage | Return the connected Airparser account's role, verification state, plan, and parsing-credit |
Get document airparser_get_document | Get parsed output and status for a document, optionally including extended source and |
Get inbox airparser_get_inbox | Get one Airparser inbox, including its current extraction schema and useful parsing |
List documents airparser_list_documents | List and search documents in one inbox, one page at a time |
List inboxes airparser_list_inboxes | List the Airparser inboxes available to the connected account |
Clone extraction schema airparser_clone_extraction_schema | Replace a destination inbox's extraction schema with a copy of a source inbox's schema |
Create inbox airparser_create_inbox | Create an Airparser inbox/parser for a document family using a text or vision extraction engine |
Parse document sync airparser_parse_document_sync | Upload one document to an inbox and wait for its extracted JSON |
Upsert extraction schema airparser_upsert_extraction_schema | Create or completely replace the extraction schema used by an Airparser inbox |
Try it: find the Airparser tool you need
Browse the 9 Airparser tools
Click any tool to see exactly what Hermes can do and copy a ready-to-use prompt.
Example prompts
Pull the relevant data from Airparser, summarize it in plain English, and point out anything that needs attention.
Pull the relevant data from Airparser, summarize it in plain English, and point out anything that needs attention.
Pull the relevant data from Airparser, summarize it in plain English, and point out anything that needs attention.
List the relevant items in Airparser, group them by priority, and recommend what Hermes 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 Hermes Agent. That is fine if you want to build and maintain the integration yourself. Most teams just want Airparser working from chat.
| Manual | ClawLink | |
|---|---|---|
| Credential handling | Collect, validate, store, and rotate the Airparser API key yourself, then make sure every tool call uses the right account. | Users complete the hosted ClawLink setup once and the connected Airparser 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 Airparser. | 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 Airparser actions to the runtime in a format your agent can reliably use. | 10 tools for Airparser are already exposed through ClawLink, so the agent can read and act from chat immediately. |
ClawLink vs. Composio
Composio also exposes Airparser 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 Hermes Agent users instead. You install the plugin once, connect Airparser in the browser, and the 10 tools above work from chat. There is no SDK and no config file, and the Airparser 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
Hermes paired but still can't use Airparser
Pairing is a two-step handshake: run hermes clawlink begin, approve the link in your browser, then run hermes clawlink finish. If you ran finish before approving, or the approval link expired, run hermes clawlink begin again to get a fresh link. Confirm the plugin was installed with --enable, then verify with hermes clawlink test.
Connection succeeds but no tools appear
Reconnect Airparser 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 Airparser tools
Airparser 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 Airparser 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.
Airparser 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 Airparser has the right scopes or account access. A valid key can still be too limited for some reads or writes.
FAQ
Is there a Hermes Agent Airparser integration?
Yes. ClawLink is the fastest way to connect Hermes to Airparser: link your Airparser account once in the browser and Hermes Agent can call the Airparser API through 10 ready-made tools — no custom code or token handling.
How do I connect Airparser to Hermes with ClawLink?
Install the plugin with hermes plugins install ClawLink-HQ/hermes-plugin --enable, then pair once: run hermes clawlink begin, approve the link in your browser, and run hermes clawlink finish. Connect Airparser in the dashboard and Hermes can use it from the next message — no config files, and the Airparser key you paste is stored server-side instead of in your environment.
How long does it take to connect Airparser to Hermes Agent?
About two minutes. Sign in, click Connect next to Airparser in the dashboard, authenticate, and Hermes Agent can use it from the next chat message.
Why use ClawLink instead of wiring Airparser up myself?
The alternative to ClawLink is usually manual API key setup plus your own token handling, permission troubleshooting, and tool plumbing for Hermes Agent. That is fine if you want to build and maintain the integration yourself. Most teams just want Airparser working from chat.
Hermes paired but still can't use Airparser
Pairing is a two-step handshake: run hermes clawlink begin, approve the link in your browser, then run hermes clawlink finish. If you ran finish before approving, or the approval link expired, run hermes clawlink begin again to get a fresh link. Confirm the plugin was installed with --enable, then verify with hermes clawlink test.
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