browser-use MCP
Browser Use is an open-source Python library for AI browser agents, and our entry covers its MCP route.
- MCP server
- Official
browser-use · 119,597 stars
MCP server
MCP server published on pypi as scrapling. Transports: stdio. Maintained in D4Vinci/Scrapling.
Checked 2026-10-31
claude mcp add scrapling-mcp-server -- uvx scraplingcodex mcp add scrapling-mcp-server -- uvx scraplinggemini mcp add scrapling-mcp-server uvx scraplingCommands come from the project's own docs or registry entry. Check them against the source before you run them.
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Scrapling is a Python web scraping framework from D4Vinci, described on GitHub as handling everything from a single request to a full-scale crawl, and this entry is its MCP server. Install is uvx scrapling over stdio. The licence is BSD 3-Clause, which is permissive but asks for the notice to be kept, and the parent repository shows 90.5 thousand stars. We would suggest it to people who want an agent to fetch and extract pages with a scraping library under their own control instead of a paid scraping API. The main limits are the usual ones for scraping: sites can forbid it in their terms, and bot defences change, so results vary by target. Choose Firecrawl or Apify instead if you want a hosted service with support. Repository activity on 29 October 2026 shows it is maintained. We have not tested the server ourselves.
Browser Use is an open-source Python library for AI browser agents, and our entry covers its MCP route.
browser-use · 119,597 stars
SeleniumBase describes itself as the best API for web automation, testing and scraping, with a CDP Mode that launches a stealth browser to get past bot detection, and this entry is its MCP server, installed with uvx seleniumbase over stdio.
seleniumbase · 13,208 stars
The Firecrawl MCP server is the official one from Firecrawl, which its repository calls the context API for AI agents: search, scrape and interact with the web, plus parse, crawl, map, an agent mode and monitoring.
firecrawl · 7,729 stars
The Apify MCP server, per its repository, lets agents extract data from social media, search engines, maps, e-commerce sites and other websites using thousands of ready-made tools called Actors.
apify · 13,969 stars
Checked 2026-10-31
Checked 2026-10-31
Checked 2026-10-31
Checked 2026-10-31
Tried it with one of these? Vote below: works for me, or not.
Run this command: claude mcp add scrapling-mcp-server -- uvx scrapling. The install box on this page has the command for each agent it works with.
It is published under the BSD 3-Clause licence.
It is maintained by D4Vinci. The code is at github.com/D4Vinci/Scrapling.
It runs over stdio.
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