> For the complete documentation index, see [llms.txt](https://docs.scraperapi.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.scraperapi.com/resources/release-notes/june-2026/scraperapi-plugin-for-ai-agents.md).

# ScraperAPI Plugin for AI Agents

We're launching Agent Skills: a collection of 18 pre-built capability files that teach AI agents how to use ScraperAPI effectively. Skills cover everything from onboarding and product primitives to SD

The **ScraperAPI Plugin** is now available for Claude Code and OpenClaw. Install it once and your AI agent gets everything it needs to scrape the web like a pro — 22 MCP tools plus 18 skills covering onboarding, SDKs, CLI workflows, and ready-to-run data pipelines.

## Install

```
# Claude Code
npx skills add scraperapi/scraperapi-skills

# Claude Plugin Hub
npx claudepluginhub scraperapi/scraperapi-skills --plugin scraperapi

# OpenClaw
openclaw plugins install clawhub:@scraperapitech/scraperapi-skills
```

**What the plugin includes**

* **22 MCP tools** — authenticated via your `SCRAPERAPI_API_KEY`, ready to use out of the box
* **18 skills** — teach your agent which tool to use, how to tune it, and how to build end-to-end pipelines
* **CLI** — [`scraperapi-cli`](https://www.npmjs.com/package/scraperapi-cli) — a dedicated npm package for running ScraperAPI from the command line, alongside shells, pipelines, and CI
* **SDK guides** — Python, Node.js, Ruby, PHP, Java
* **Workflow skills** — scraper builder, lead enrichment, research agent, SEO audit, price monitoring, and more

**Links:** [Claude Plugin Hub](https://claudepluginhub.com/plugins/scraperapi-scraperapi) · [ClawHub](https://clawhub.ai/plugins/@scraperapitech/scraperapi-skills) · [Docs](https://docs.scraperapi.com/integrations/llm-integrations/claude-mcp-skill) · [GitHub](https://github.com/scraperapi/scraperapi-skills)

<a href="https://www.scraperapi.com/solutions/ai/" class="button primary" data-icon="hand-point-right">Learn more</a><a href="https://docs.scraperapi.com/integrations/llm-integrations/claude-mcp-skill" class="button secondary" data-icon="file-lines">Check documentation</a>


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation by asking a question.

Perform an HTTP GET request on the following URL with the `ask` and `goal` query parameters:

```
GET https://docs.scraperapi.com/resources/release-notes/june-2026/scraperapi-plugin-for-ai-agents.md?ask=<question>&goal=<user_goal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is what the user is ultimately trying to achieve, the reason they need the answer. Sharing it helps GitBook give you a better, more relevant answer. A goal is most helpful when it describes the outcome the user wants rather than restating the question. For example, with `ask=how do I create an API token`, a goal like `automate deployments from our CI pipeline` lets GitBook tailor the answer to that use case.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.