> ## Documentation Index
> Fetch the complete documentation index at: https://gologin.com/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Using Web Unlocker with AI Agents

> How to use Gologin Web Unlocker as a scraping tool for AI agents and LLM pipelines

Gologin Web Unlocker is a scraping API that returns fully rendered HTML for any URL. For AI agents, this means reliable web access without browser orchestration — one HTTP call per page.

<Tip>
  **Don't want to write code?** Use the [Web Access CLI](/cli-tools/web-access) or [Scraping Skill](/api-reference/ai-integrations/ai-skills) to give your agent scraping capabilities out of the box.
</Tip>

***

## Feed page content into an LLM

Scrape a page and pass the HTML to a model for extraction, summarization, or analysis — no parsing logic needed.

### Python + Claude

```python theme={null}
import requests
import anthropic

html = requests.get(
    "https://parsing.webunlocker.gologin.com/v1/scrape",
    params={"url": "https://news.ycombinator.com"},
    headers={"apikey": "YOUR_API_KEY"}
).text

client = anthropic.Anthropic()
message = client.messages.create(
    model="claude-sonnet-4-5-20250514",
    max_tokens=1024,
    messages=[
        {
            "role": "user",
            "content": f"Extract the top 5 story titles and URLs from this HTML:\n\n{html[:8000]}"
        }
    ]
)

print(message.content[0].text)
```

### JavaScript + Claude

```javascript theme={null}
import Anthropic from "@anthropic-ai/sdk";

const html = await fetch(
  "https://parsing.webunlocker.gologin.com/v1/scrape?url=" +
    encodeURIComponent("https://news.ycombinator.com"),
  { headers: { apikey: "YOUR_API_KEY" } }
).then((r) => r.text());

const client = new Anthropic();
const message = await client.messages.create({
  model: "claude-sonnet-4-5-20250514",
  max_tokens: 1024,
  messages: [
    {
      role: "user",
      content: `Extract the top 5 story titles and URLs from this HTML:\n\n${html.slice(0, 8000)}`,
    },
  ],
});

console.log(message.content[0].text);
```

***

## Give your agent a scrape tool

Define a `scrape` tool backed by Web Unlocker. The agent decides when to fetch a page and what URL to scrape.

```python theme={null}
import requests
import anthropic

def scrape(url: str) -> str:
    """Fetch a URL and return its rendered HTML."""
    return requests.get(
        "https://parsing.webunlocker.gologin.com/v1/scrape",
        params={"url": url},
        headers={"apikey": "YOUR_API_KEY"}
    ).text

tools = [
    {
        "name": "scrape",
        "description": "Fetch the rendered HTML of any URL, including JavaScript-heavy and protected sites.",
        "input_schema": {
            "type": "object",
            "properties": {
                "url": {"type": "string", "description": "The URL to scrape"}
            },
            "required": ["url"]
        }
    }
]

client = anthropic.Anthropic()
messages = [
    {"role": "user", "content": "What is the current price of the iPhone 16 Pro on apple.com?"}
]

while True:
    response = client.messages.create(
        model="claude-sonnet-4-5-20250514",
        max_tokens=1024,
        tools=tools,
        messages=messages
    )

    if response.stop_reason == "end_turn":
        print(response.content[0].text)
        break

    tool_results = []
    for block in response.content:
        if block.type == "tool_use" and block.name == "scrape":
            html = scrape(block.input["url"])
            tool_results.append({
                "type": "tool_result",
                "tool_use_id": block.id,
                "content": html[:10000]
            })

    messages.append({"role": "assistant", "content": response.content})
    messages.append({"role": "user", "content": tool_results})
```

The agent decides when to scrape and what URL to fetch. Web Unlocker handles the retrieval — JavaScript rendering, anti-bot bypass, proxy rotation, CAPTCHA solving.

***

## Use the Web Unlocker SDK

For TypeScript/Node.js agents, the `gologin-webunlocker` SDK provides typed methods:

```ts theme={null}
import { WebUnlocker } from "gologin-webunlocker";

const client = new WebUnlocker({
  apiKey: process.env.GOLOGIN_WEBUNLOCKER_API_KEY!
});

// get structured metadata instead of raw HTML
const { data } = await client.scrapeJSON("https://example.com");
console.log(data.title, data.description, data.headings);

// get clean text for LLM context
const { text } = await client.scrapeText("https://example.com");

// batch scrape with concurrency control
const results = await client.batchScrape(
  ["https://example.com/1", "https://example.com/2", "https://example.com/3"],
  { concurrency: 3 }
);
```

See [Web Unlocker SDK reference](/scraping-api-sdk-and-cli) for all methods.

***

## Use the CLI

For agents that call shell commands (like Claude Code), the CLI is the simplest path:

```bash theme={null}
# plain text — good for LLM context
gologin-web-access scrape-text https://example.com

# structured JSON — title, description, headings, links
gologin-web-access scrape-json https://example.com

# batch scrape — many pages at once
gologin-web-access batch-scrape url1 url2 url3 --format text --summary

# search the web
gologin-web-access search "best antidetect browser 2026" --limit 10

# extract structured data with a schema
gologin-web-access extract https://example.com --schema ./schema.json
```

See [Web Access CLI reference](/cli-tools/web-access) for all commands.

***

## Common agent patterns

| Pattern                  | How                                                                  |
| ------------------------ | -------------------------------------------------------------------- |
| Research agent           | Agent calls `scrape` tool → reads pages → synthesizes findings       |
| Price monitoring         | `batch-scrape` product pages on schedule → compare with previous run |
| Competitive intelligence | `crawl` competitor sites → feed to LLM for analysis                  |
| Lead enrichment          | `scrape-json` company pages → extract structured data                |
| Content aggregation      | `search` + `scrape-text` → build curated feeds                       |

***

## Related

* [What is Web Unlocker](/what-is-web-unlocker) — product overview and pricing
* [Web Unlocker SDK](/scraping-api-sdk-and-cli) — TypeScript SDK reference
* [Web Access CLI](/cli-tools/web-access) — unified CLI
* [AI Skills](/api-reference/ai-integrations/ai-skills) — plug-and-play skills for Claude Code