docs: add Olostep toolkit documentation

docs.json

@@ -1957,6 +1957,7 @@
                           "tools/toolkits/web-scrape/jina-reader",
                           "tools/toolkits/web-scrape/newspaper",
                           "tools/toolkits/web-scrape/newspaper4k",
+                          "tools/toolkits/web-scrape/olostep",
                           "tools/toolkits/web-scrape/spider",
                           "tools/toolkits/web-scrape/trafilatura",
                           "tools/toolkits/web-scrape/website",

tools/toolkits/web-scrape/olostep.mdx

@@ -0,0 +1,63 @@
+---
+title: Olostep
+description: Use Olostep with Agno to scrape, crawl, search and get AI-powered answers from the web.
+---
+
+## Overview
+
+OlostepTools enable an Agent to scrape websites, crawl entire sites, discover URLs, run web searches, and get AI-powered answers grounded in live data using the [Olostep](https://www.olostep.com) web data API.
+
+## Prerequisites
+
+The following example requires the `olostep` library and an API key which can be obtained from [Olostep](https://www.olostep.com/dashboard/api-keys).
+```shell
+pip install -U olostep
+```
+
+## Example
+
+The following agent will scrape the content from `https://docs.olostep.com/get-started/welcome` and return a summary:
+```python
+from agno.agent import Agent
+from agno.models.openai import OpenAIChat
+from agno.tools.olostep import OlostepTools
+
+agent = Agent(
+    model=OpenAIChat(id="gpt-4o-mini"),
+    tools=[OlostepTools(scrape_url=True)],
+    markdown=True,
+)
+agent.print_response(
+    "Summarize the key features at https://docs.olostep.com/get-started/welcome"
+)
+```
+
+## Toolkit Params
+
+| Parameter        | Type | Default | Description                                                        |
+| ---------------- | ---- | ------- | ------------------------------------------------------------------ |
+| api_key          | str  | None    | Olostep API key. Falls back to OLOSTEP_API_KEY env var.            |
+| scrape_url       | bool | True    | Enable single URL scraping.                                        |
+| crawl_website    | bool | False   | Enable website crawling.                                           |
+| map_website      | bool | False   | Enable URL discovery / site mapping.                               |
+| search_web       | bool | False   | Enable web search returning structured links.                      |
+| answer_question  | bool | False   | Enable AI-powered answers grounded in live web data.               |
+| batch_scrape     | bool | False   | Enable concurrent batch scraping of multiple URLs.                 |
+| all_tools        | bool | False   | Enable all tools at once.                                          |
+
+## Toolkit Functions
+
+| Function         | Description                                                                                                            |
+| ---------------- | ---------------------------------------------------------------------------------------------------------------------- |
+| scrape_url       | Scrape a single URL and return its content as markdown, html, text, or structured JSON. Supports parsers and LLM extraction. |
+| crawl_website    | Recursively crawl a website starting from a URL. Supports URL glob filtering, depth limits, and relevance search.     |
+| map_website      | Discover all URLs on a website from sitemaps and discovered links.                                                     |
+| search_web       | Search the web with a natural language query and return ranked links with titles and descriptions.                     |
+| answer_question  | Search the web and return an AI-synthesized answer grounded in live data with source citations. Supports structured JSON output. |
+| batch_scrape     | Scrape multiple URLs concurrently in a single batch job. Up to 10,000 URLs, completes in ~5–8 minutes.                 |
+
+## Developer Resources
+
+- [Olostep Website](https://www.olostep.com)
+- [Olostep Documentation](https://docs.olostep.com)
+- [Python SDK](https://docs.olostep.com/sdks/python)