Unbrowse sites: one website's tools per server

io.github.unbrowse-aiPublished by GitHub account unbrowse-aiv1.0.0Updated Nov 9, 2026

One website's first-party API as MCP tools, e.g. airbnb.com. Thousands of sites indexed.

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingDeveloper Tools

Overview

AI-generated overview

Remote MCP server that exposes one website's first-party API as a small set of scoped tools, with a separate endpoint per site.

What you can do
  • Call a single site's own API endpoints as tools, scoped to that site only
  • Query site data for sites such as arxiv.org, craigslist.org, skyscanner.net, poshmark.com or semanticscholar.org
  • Use a companion skill file that shows how to drive the site's tools
  • Fall back to a general Unbrowse endpoint for sites without a dedicated server
When to use it
Useful when you want an assistant to pull structured data from one specific website through its own API rather than scraping pages, and a dedicated per-site server exists for it. Check the site list first, since each endpoint covers only one site and tool counts are small.
Requirements
A remote streamable HTTP endpoint at unbrowse.ai, with a per-site path such as the site's domain. OAuth authentication is required. No environment variables or headers are declared. Optionally install the matching skill via the npx skills command.
Before you install
Unofficial and not affiliated with or endorsed by any listed site, so availability and terms may change. OAuth grants access tied to your account. Tools act on live third-party site APIs and may read or submit data there; review what each site's tools do before use.

Installation

In SourceWeft

  1. Open Unbrowse sites: one website's tools per server in the dashboard and add it to a workspace.
  2. Connect the required credentials. They are stored privately and never shown on public pages.
  3. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Other MCP clients

Follow the launch instructions in the repository.

README

Unbrowse sites — one MCP and one skill per website

Unofficial: not affiliated with or endorsed by any site listed. Each folder is a website as agent tools, compiled by Unbrowse from the site's own first-party requests: a scoped remote MCP server (only that site's tools) and a SKILL.md that uses it. Regenerated from the live registry; a site is listed only when its tools passed verification.

sh
npx skills add https://unbrowse.ai --skill airbnb               # one skill, from unbrowse.ainpx skills add unbrowse-ai/sites --skill airbnb         # the same, from this repoclaude mcp add --transport http airbnb https://unbrowse.ai/mcp/airbnb.com
SiteSkillMCPTools
Usedesk (usedesk.ru)usedesk-ruhttps://unbrowse.ai/mcp/usedesk.ru4
Arxiv (arxiv.org)arxivhttps://unbrowse.ai/mcp/arxiv.org3
Konnectbot (konnectbot.com)konnectbothttps://unbrowse.ai/mcp/konnectbot.com3
Craigslist (craigslist.org)craigslisthttps://unbrowse.ai/mcp/craigslist.org2
Acuityscheduling (acuityscheduling.com)acuityschedulinghttps://unbrowse.ai/mcp/acuityscheduling.com1
Poshmark (poshmark.com)poshmarkhttps://unbrowse.ai/mcp/poshmark.com1
Qq (qq.com)qqhttps://unbrowse.ai/mcp/qq.com1
Semanticscholar (semanticscholar.org)semanticscholarhttps://unbrowse.ai/mcp/semanticscholar.org1
Skyscanner (skyscanner.net)skyscannerhttps://unbrowse.ai/mcp/skyscanner.net1

Any other site: the general Unbrowse skill and https://unbrowse.ai/mcp.

Source: README.md at commit ff657fe

Tools

0
This server asks you to sign in, so SourceWeft could not read its tools without an account and has not indexed them. What a connected account sees can depend on that account and its permissions.

Version history

1
  1. v1.0.0LatestSep 28, 2026

Score

75% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

    Declare a license in the repository or the registry entry.