mcp server
Before Users Do
Browser-backed QA with evidence and fix-ready reports for coding agents.
Description as published by the maintainer. Source
- version 1.0.0
- active
- browser automation
active — Most recent push to the repository was 2026-08-04. Dashed tags are derived by ZBS Index from the published description, not stated by the maintainer.
What this server can do
The server requires authentication before it will list its tools (HTTP 401). We do not hold an account for it, so its functions are unknown to us.
Endpoint status observed on . Source: https://mcp.beforeusersdo.com/mcp.
Signals
These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.
| Signal | Value | What it measures | Window | Observed | Source |
|---|---|---|---|---|---|
| GitHub stars | 0 | Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. | cumulative, all time | GitHub | |
| Last commit | 2026-08-04 | Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. | point in time | GitHub | |
| Open issues | 13 | Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. | as of fetch | GitHub | |
| Latest published version | 1.0.0 | Latest version string the maintainer published to the registry. | as of fetch | Model Context Protocol | |
| Registry record last updated | 2026-07-30 | When the registry record was last updated by its maintainer. | point in time | Model Context Protocol | |
| First listed in the MCP Registry | 2026-07-30 | Date this server was first published to the official MCP Registry. Not a usage or quality measure. | point in time | Model Context Protocol | |
| repository status | active | The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. | as of fetch | GitHub | |
| mcp endpoint status | auth_required | The server requires authentication before it will list its tools (HTTP 401). We do not hold an account for it, so its functions are unknown to us. | as of probe | mcp.beforeusersdo.com |
Where to get it
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These share tags the maintainers applied themselves, such as browser-testing, qa, software-testing. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.
This is not a recommendation and not a test result. It is a map of what the authors said their work is about.
How the author describes it
Topics the maintainer set on GitHub: ai-agents, browser-testing, codex, cursor, mcp, model-context-protocol, qa, software-testing.
This record as data
Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.
GET /api/v1/entries/mcp_server.json