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| --- | ||
| title: OpenClaw integration | ||
| sidebar_label: OpenClaw | ||
| description: Learn how to integrate Apify with OpenClaw to give your AI agents access to web scraping, data extraction, and automation using pre-built Actors. | ||
| sidebar_position: 14 | ||
| slug: /integrations/openclaw | ||
| toc_min_heading_level: 2 | ||
| --- | ||
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| import ThirdPartyDisclaimer from '@site/sources/_partials/_third-party-integration.mdx'; | ||
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| [OpenClaw](https://openclaw.io) is an open-source AI agent orchestration platform that enables you to build, deploy, and manage autonomous AI agents. The Apify plugin for OpenClaw gives your agents access to thousands of pre-built Actors for web scraping, data extraction, and automation through a single `apify` tool. | ||
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| For more details about OpenClaw, refer to the [official documentation](https://docs.openclaw.ai/). | ||
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| <ThirdPartyDisclaimer /> | ||
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| ## Quick start | ||
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| Install the plugin, run the setup wizard, and restart the gateway: | ||
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| ```bash | ||
| openclaw plugins install @apify/apify-openclaw-plugin | ||
| openclaw apify setup | ||
| openclaw gateway restart | ||
| ``` | ||
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| Watch a quick demo of the Apify plugin for OpenClaw: | ||
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| <iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/-9XJxG4b4H4" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe> | ||
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| ## Prerequisites | ||
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| Before integrating Apify with OpenClaw, you'll need: | ||
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| - _An Apify account_ - If you don't have one, [sign up here](https://console.apify.com/sign-up). | ||
| - _Apify API token_ - Get your token from the **API & Integrations** section in [Apify Console](https://console.apify.com/settings/integrations). | ||
| - _OpenClaw_ - Version 2026.1.0 or later. Install from the [OpenClaw website](https://openclaw.io/). | ||
| - _Node.js 22+_ - Required to run the plugin. Install from [nodejs.org](https://nodejs.org/en/download/). | ||
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| ## Set up the Apify plugin | ||
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| Setting up the plugin involves three steps: | ||
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| 1. [Install the plugin](#install-the-plugin) | ||
| 1. [Configure your API token](#configure-with-interactive-setup-recommended) (interactively or [manually](#configure-manually)) | ||
| 1. [Verify the setup](#verify-the-setup) | ||
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| ### Install the plugin | ||
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| Use the OpenClaw CLI to install the Apify plugin from the plugin registry: | ||
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| ```bash | ||
| openclaw plugins install @apify/apify-openclaw-plugin | ||
| ``` | ||
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| This downloads the plugin and registers it with your OpenClaw installation. | ||
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| ### Configure with interactive setup (recommended) | ||
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| Run the setup wizard to configure your API key: | ||
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| ```bash | ||
| openclaw apify setup | ||
| ``` | ||
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| The wizard prompts you for your Apify API token, verifies the connection, and writes the configuration to your OpenClaw config file. You can find your token in the **API & Integrations** section of [Apify Console](https://console.apify.com/settings/integrations). | ||
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| After setup, restart the gateway to load the plugin: | ||
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| ```bash | ||
| openclaw gateway restart | ||
| ``` | ||
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| ### Configure manually | ||
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| If you prefer to skip the wizard, add the plugin configuration directly to your `~/.openclaw/config.json`: | ||
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| ```json | ||
| { | ||
| "plugins": { | ||
| "entries": { | ||
| "apify": { | ||
| "enabled": true, | ||
| "config": { | ||
| "apiKey": "apify_api_..." | ||
| } | ||
| } | ||
| } | ||
| }, | ||
| "tools": { | ||
| "alsoAllow": ["apify"] | ||
| } | ||
| } | ||
| ``` | ||
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| Then restart the gateway: | ||
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| ```bash | ||
| openclaw gateway restart | ||
| ``` | ||
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| :::caution Tool allowlisting required | ||
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| The `apify` tool must be listed in `tools.alsoAllow` in your config, or you can use `"group:plugins"` to allow all plugin tools. Without this, the tool won't be available to your agents. | ||
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| ::: | ||
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| ### Verify the setup | ||
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| Check your configuration: | ||
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| ```bash | ||
| openclaw apify status | ||
| ``` | ||
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| ## Apify tool overview | ||
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| The plugin registers a single `apify` tool with three actions: | ||
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| | Action | Purpose | | ||
| | ------ | ------- | | ||
| | `discover` | Search Apify Store for Actors by keyword, or fetch an Actor's input schema | | ||
| | `start` | Run an Actor asynchronously and get a `runId` back | | ||
| | `collect` | Retrieve results from completed Actor runs | | ||
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| ### Two-phase async pattern | ||
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| The tool uses an asynchronous workflow. Your agent starts an Actor run and gets a `runId` immediately, then collects results later when the run completes. This lets agents do other work while Actors are running. | ||
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| ```text | ||
| discover (search) -> discover (schema) -> start -> collect | ||
| ``` | ||
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| ### Batch multiple targets | ||
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| Most Actors accept arrays in their input (for example, `startUrls`, `queries`, `usernames`). As a best practice, batch multiple targets into a single run - one run with 5 URLs is cheaper and faster than 5 separate runs. | ||
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| ## What you can do | ||
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| Once the plugin is set up, your OpenClaw agents can: | ||
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| - _Search for scrapers_ - Ask your agent to find an Actor for any platform (for example, "find me an Instagram scraper") and it discovers the right one from [Apify Store](https://apify.com/store). | ||
| - _Scrape any website_ - Your agent can extract data from Google Search, Instagram, TikTok, YouTube, Google Maps, e-commerce sites, and more. | ||
| - _Batch multiple targets_ - Scrape several URLs, profiles, or search queries in a single Actor run. One run with 5 targets is cheaper and faster than 5 separate runs. | ||
| - _Run multiple Actors in parallel_ - Start scrapers for different platforms at the same time and collect all results together. | ||
| - _Delegate to sub-agents_ - For complex research tasks, your agent can delegate scraping work to a sub-agent, keeping the parent agent's context focused on higher-level reasoning. | ||
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| :::note Actor runs may take some time | ||
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| Actor execution time varies depending on the task complexity. Check Actor run status in [Apify Console](https://console.apify.com/) if a run takes longer than expected. | ||
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| ::: | ||
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| ## Configuration options | ||
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| | Option | Type | Default | Description | | ||
| | ------ | ---- | ------- | ----------- | | ||
| | `apiKey` | string | `APIFY_API_KEY` env var | Your Apify API token | | ||
| | `baseUrl` | string | `https://api.apify.com` | Apify API base URL | | ||
| | `maxResults` | number | `20` | Maximum items to return per dataset (1-1000) | | ||
| | `enabledTools` | string[] | `[]` (all enabled) | Restrict which tool actions are available | | ||
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| ## Troubleshooting | ||
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| ### Authentication errors | ||
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| - _Check your API token_ - Verify your Apify API token is correct by running `openclaw apify status`. You can find your token in the **API & Integrations** section of [Apify Console](https://console.apify.com/settings/integrations). | ||
| - _Environment variable_ - If you prefer not to store the key in config, set the `APIFY_API_KEY` environment variable instead. | ||
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| ### Tool not available to agents | ||
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| - _Check allowlisting_ - Ensure `"apify"` is in the `tools.alsoAllow` array in your OpenClaw config, or use `"group:plugins"` to allow all plugin tools. | ||
| - _Restart the gateway_ - Config changes don't take effect until you run `openclaw gateway restart`. | ||
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| ### Actor run failures | ||
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| - _Check run logs_ - If an Actor run fails, check the logs in [Apify Console](https://console.apify.com/) for details. | ||
| - _Verify input schema_ - Use `action: "discover"` with the `actorId` to check what input parameters the Actor expects. | ||
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| ### Report an issue | ||
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| If you encounter a bug or have a feature request, [open an issue](https://github.com/apify/apify-openclaw-plugin/issues) on the plugin's GitHub repository. | ||
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| ## Resources | ||
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| - [OpenClaw documentation](https://docs.openclaw.ai/) - Official OpenClaw docs | ||
| - [Apify Actors documentation](https://docs.apify.com/platform/actors) - Learn about Apify Actors | ||
| - [Apify Store](https://apify.com/store) - Browse pre-built Actors | ||
| - [Apify API reference](https://docs.apify.com/api/v2) - Full API documentation | ||
| - [Apify OpenClaw plugin on GitHub](https://github.com/apify/apify-openclaw-plugin) - Source code and issue tracker | ||
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Note: The embedded YouTube video uses an old-style iframe. Consider using a markdown-compatible embed or the docs platform's video component if available for better accessibility and responsive design.