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olostep-mcp-server

olostep-mcp-server is an MCP server, listed under browser & scraping. It reaches olostep. It needs OLOSTEP_API_KEY to authenticate. Its repository has 24 GitHub stars and is licensed under MIT; we last read it on 2026-10-22.

This server provides web scraping, crawling, and real-time search capabilities for MCP-compatible AI agents, connecting to Olostep's infrastructure.

Install

MCP servers are packaged differently from each other -- some run via npx, some as a Docker image, some as a plain script you clone and run. olostep-mcp-server’s own README did not state one plainly enough for this page to quote it rather than guess, so it will not guess. The repository below states it.

What it reaches, and what it needs

Reaches
olostep
Credential
OLOSTEP_API_KEY

Maintenance

Stars
24
State
listed
Licence
MIT
From the repository

MCP server for Olostep — the web scraping, crawling, and search infrastructure used by top AI companies. Gives any MCP-compatible AI agent the ability to scrape, crawl, batch-extract, and search the web in real time.

What olostep-mcp-server can do

9 tools documented in its README. An AI client calls these by name.

batch_scrape_urls
Scrape up to 10k URLs at the same time. Perfect for large-scale data extraction.
create_crawl
Start an async crawl that autonomously discovers and scrapes entire websites by following links. Returns a `crawl_id` — the crawl runs in the background and does **not** return content in this respons
create_map
Get all URLs on a website. Extract all URLs for discovery and analysis.
get_batch_results
Retrieve the results of a previously submitted batch scrape job using its `batch_id`.
get_crawl_results
Retrieve the status and scraped pages for an async crawl started with `create_crawl`. This is the required companion to `create_crawl` — `create_crawl` only kicks off the job and returns a `crawl_id`;
get_website_urls
Search and retrieve relevant URLs from a website, sorted by relevance to your query.
get_webpage_content
Retrieves webpage content in clean markdown format with support for JavaScript rendering.
search_web
Search the Web for a given query and get structured results (non-AI, parser-based).
answers
Search the web and return AI-powered answers in the JSON structure you want, with sources and citations.

Read from the README; names are kept only if the README contains them.

olostep-mcp-server compared with similar servers

olostep-mcp-server compared with the closest alternatives, by services reached, credentials, stars, last update and licence
ServerReachesNeedsStarsLast updateLicence
olostep-mcp-server (this page)olostepOLOSTEP_API_KEY242026-10-21MIT
mcp-chromechromeNone listed12,5012026-01-06MIT
webclawwebclawWEBCLAW_API_KEY2,3862026-10-21AGPL-3.0
fetcher-mcpplaywrightNone listed1,0882026-01-14MIT
puppeteer-mcp-serverchrome, puppeteerNone listed4862025-03-14MIT
moling—None listed3392026-03-15Apache-2.0

Ranked by services in common with olostep-mcp-server, then by stars. Figures are from each repository when we last read it.

Common questions about olostep-mcp-server

What does olostep-mcp-server do?
This server provides web scraping, crawling, and real-time search capabilities for MCP-compatible AI agents, connecting to Olostep's infrastructure.
How do I install olostep-mcp-server?
Its README did not state an install command plainly enough for us to quote one, so we do not guess. The repository has the instructions: https://github.com/olostep/olostep-mcp-server
What does olostep-mcp-server connect to, and what does it need?
It reaches olostep. The credentials we found in its source are OLOSTEP_API_KEY.
Is olostep-mcp-server official and is it maintained?
We found nothing naming it as a vendor’s official server. Its repository has 24 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-21.
What licence does olostep-mcp-server use?
The repository declares the MIT licence.

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