How to connect Cloro to OpenClaw
Connect Cloro to OpenClaw with ClawLink: paste your Cloro key once and 10 tools work from chat. No MCP server to run, nothing stored on your machine.
CloroAPI KEYMCPCloro provides structured data from Google Search and leading AI assistants, with synchronous extraction and asynchronous task APIs.. Once connected, OpenClaw can read and act on Cloro from chat — pairing, token refresh, and tool wiring handled for you.
The usual route to Cloro 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 Cloro setup: install one ClawHub skill, connect Cloro in the browser, and OpenClaw can call real Cloro 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 Cloro.
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 Cloro
Paste your API key in the dashboard.
- 3
Use it from chat
Ask OpenClaw: "What can you do with Cloro?"
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 Cloro in the ClawLink dashboard — paste your Cloro API key once.
Verify the connection by asking OpenClaw:
Use Cloro to extract ai answer 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 Cloro is connected in the dashboard, that agent calls the same 10 Cloro tools over MCP. Full setup for MCP clients and shell agents: connect apps to any AI agent.
Cloro MCP for OpenClaw
Looking for a Cloro MCP server for OpenClaw? ClawLink connects Cloro to OpenClaw and exposes 10 Cloro tools your agent can call over MCP, with hosted auth and nothing to run or maintain yourself. Using Hermes instead? The Hermes Cloro integration works the same way.
What the OpenClaw Cloro integration can do
10 Cloro tools are ready for OpenClaw once the account is connected.
All 10 Cloro tools for OpenClaw
| Tool | What it does |
|---|---|
Extract AI answer cloro_extract_ai_answer | Synchronously extract a Gemini or Perplexity answer for a prompt and country |
Extract google AI mode answer cloro_extract_google_ai_mode_answer | Extract a structured Google AI Mode answer with sources and optional rich modules for a prompt |
Get async queue status cloro_get_async_queue_status | Read organization-wide queued and processing counts, priority distribution, and current async |
Get async task cloro_get_async_task | Get a queued Cloro task by ID, or wait with bounded polling until it reaches COMPLETED or FAILED |
Get credits cloro_get_credits | Read the organization's current completed-charge credit balance and billing cycle |
List supported countries cloro_list_supported_countries | Return Cloro's current supported country codes, optionally filtered by provider model |
List us states cloro_list_us_states | Return the US state and DC codes accepted for state-level targeting |
Search google cloro_search_google | Extract structured Google web or Google News results from a query and country, or web results |
Submit async task cloro_submit_async_task | Queue one non-cancelable Cloro monitor task and return its task ID and estimated credit charge |
Submit async task batch cloro_submit_async_task_batch | Queue 1-500 independently validated, non-cancelable Cloro monitor tasks |
Try it: find the Cloro tool you need
Browse the 10 Cloro tools
Click any tool to see exactly what OpenClaw can do and copy a ready-to-use prompt.
Example prompts
Use Cloro to extract ai answer and walk me through the result in plain English.
Use Cloro to extract google ai mode answer and walk me through the result in plain English.
Pull the relevant data from Cloro, summarize it in plain English, and point out anything that needs attention.
Pull the relevant data from Cloro, 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 Cloro working from chat.
| Manual | ClawLink | |
|---|---|---|
| Credential handling | Collect, validate, store, and rotate the Cloro API key yourself, then make sure every tool call uses the right account. | Users complete the hosted ClawLink setup once and the connected Cloro 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 Cloro. | 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 Cloro actions to the runtime in a format your agent can reliably use. | 10 tools for Cloro are already exposed through ClawLink, so the agent can read and act from chat immediately. |
ClawLink vs. Composio
Composio also exposes Cloro 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 Cloro in the browser, and the 10 tools above work from chat. There is no SDK and no config file, and the Cloro 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 Cloro skill but can't call the tools
The ClawHub skill teaches OpenClaw about Cloro, but the calls run through the ClawLink plugin and your connected account. Make sure Cloro 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 Cloro 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 Cloro tools
Cloro 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 Cloro 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.
Cloro 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 Cloro 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 Cloro integration?
Yes. ClawLink is the fastest way to connect OpenClaw to Cloro: link your Cloro account once in the browser and OpenClaw can call the Cloro API through 10 ready-made tools — no custom code or token handling.
How do I add Cloro to OpenClaw with ClawLink?
Paste the setup prompt from this page into OpenClaw. It installs the ClawLink Cloro skill from ClawHub, then you click Connect in the dashboard to authorize Cloro. OpenClaw calls the tools from the next message — no config files, and the Cloro key you paste is stored server-side instead of in your environment.
How long does it take to connect Cloro to OpenClaw?
About two minutes. Sign in, click Connect next to Cloro in the dashboard, authenticate, and OpenClaw can use it from the next chat message.
Why use ClawLink instead of wiring Cloro 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 Cloro working from chat.
OpenClaw installed the Cloro skill but can't call the tools
The ClawHub skill teaches OpenClaw about Cloro, but the calls run through the ClawLink plugin and your connected account. Make sure Cloro 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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