
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.
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.
Installation
In SourceWeft
- Open Unbrowse sites: one website's tools per server in the dashboard and add it to a workspace.
- Connect the required credentials. They are stored privately and never shown on public pages.
- 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.
Any other site: the general Unbrowse skill and https://unbrowse.ai/mcp.
Source: README.md at commit ff657fe
Tools
0Version history
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.