Browser Use
Lets AI do web tasks for you, such as filling forms, searching and extracting data, in the maker’s cloud browsers or on your computer.
Description from the maker (original English)
Check websites against the W3C Web Sustainability Guidelines and look up the guidelines
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
WSG_CHECK_NO_LOCAL, WSG_CHECK_ALLOW_PRIVATEYou need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"wsg-check": {
"command": "npx",
"args": [
"-y",
"@sustainablewebsites/wsg-check",
"--mcp"
],
"env": {
"WSG_CHECK_NO_LOCAL": "your-value",
"WSG_CHECK_ALLOW_PRIVATE": "your-value"
}
}
}
}Run this in your terminal
claude mcp add wsg-check --env WSG_CHECK_NO_LOCAL=your-value --env WSG_CHECK_ALLOW_PRIVATE=your-value -- npx -y @sustainablewebsites/wsg-check --mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"wsg-check": {
"command": "npx",
"args": [
"-y",
"@sustainablewebsites/wsg-check",
"--mcp"
],
"env": {
"WSG_CHECK_NO_LOCAL": "your-value",
"WSG_CHECK_ALLOW_PRIVATE": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"wsg-check": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@sustainablewebsites/wsg-check",
"--mcp"
],
"env": {
"WSG_CHECK_NO_LOCAL": "your-value",
"WSG_CHECK_ALLOW_PRIVATE": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
WSG_CHECK_NO_LOCAL envWSG_CHECK_ALLOW_PRIVATE envThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 8, 2026
The registry name was verified with the GitHub account ivanoats, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.6.2) reached the registry 25 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Browser Use, Chrome DevTools MCP, MCP Server Browser
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Lets AI do web tasks for you, such as filling forms, searching and extracting data, in the maker’s cloud browsers or on your computer.
Lets AI use Chrome’s developer tools to inspect pages, find what makes them slow and spot errors. Made by the Chrome DevTools team.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Check a website against automated heuristics based on the W3C Web Sustainability Guidelines. Get a weighted score, recommendations, and reports in terminal, JSON, Markdown, or HTML format through a CLI or a Next.js web app.
The latest release is v0.7.0.
Source on main targets WSG September-2026, the 24 September 2026 Group Note Draft; v0.6.1 and earlier target July-2026. It includes an MCP server for AI assistants, with the check_url, list_guidelines, and get_guideline tools, listed in the MCP Registry as io.github.ivanoats/wsg-check. The server first shipped in v0.4.0; v0.3.0 was tagged on GitHub but not published to npm. See the changelog and spec versioning policy.
Scores from different spec versions should not be treated as directly comparable. The package version and check selection also matter when comparing reports.
Requires Node.js 22 or later. Pin the released CLI for reproducible usage:
npx @sustainablewebsites/wsg-check@0.7.0 https://example.com # x-release-please-version
npm install -g @sustainablewebsites/wsg-check@0.7.0 # x-release-please-version wsg-check https://example.com --format json --output report.json
To run the current source, including unreleased features, use Node.js 22.22.1 or later (required by development tooling):
git clone https://github.com/ivanoats/wsg-check.git
cd wsg-check npm ci # prepare also generates Panda CSS tokens npm run dev # http://localhost:3000
npm run build:cli node dist/cli/index.js https://example.com
See CONTRIBUTING.md for environment configuration and development commands.
false.WSG-Check ships with a command-line tool that lets you check any website directly from your terminal or integrate checks into CI pipelines.
# Check a website with default (terminal) output
npx @sustainablewebsites/wsg-check https://example.com
npx @sustainablewebsites/wsg-check https://example.com --format json
npx @sustainablewebsites/wsg-check https://example.com --format markdown --output report.md
npx @sustainablewebsites/wsg-check https://example.com --fail-threshold 70
| Option | Alias | Description | Default |
|---|---|---|---|
--format | -f | Output format: terminal, json, markdown, html | terminal |
--output | -o | Write report to a file instead of stdout | _(stdout)_ |
--categories | -c | Comma-separated categories: ux,web-dev,hosting (business planned — no automated checks yet) | all |
--guidelines | -g | Comma-separated guideline slugs to run, e.g. minify-and-remove-unused-code (numeric IDs such as 3.3 are deprecated) | all |
--fail-threshold | Exit code 1 if overall score < _n_ (0–100) | 0 | |
--verbose | -v | Enable verbose logging | false |
--ignore-robots | Skip robots.txt for a site you operate; adds (ignore-robots) to the User-Agent | false | |
--config | Path to wsg-check.config.json or .wsgcheckrc.json | _(auto-discover)_ | |
--header | -H | Send a request header (Name: value, repeatable) to the start URL's host only; never to robots.txt or other hosts | _(none)_ |
--version | Print version and exit | ||
--help | Print help and exit |
--header values land in shell history and CI logs, and a malformed one is echoed in the error. For a secret, set "headers": {"Cookie": "..."} in a wsg-check.config.json kept out of version control. Header names in the config file are checked when it loads, and an error names the bad header without printing its value. --header replaces the config file's headers entirely. Headers are not sent over plain http after an https hop. To change the user agent, use WSG_USER_AGENT or the config's userAgent. The web API and MCP server do not accept request headers.
Use --fail-threshold to fail your pipeline when a site's sustainability score drops:
# .github/workflows/sustainability.yml
| Code | Meaning |
|---|---|
0 | Check completed and score is at or above --fail-threshold |
1 | Fetch/parse error, or score is below --fail-threshold |
The package includes wsg-check-mcp, a Model Context Protocol server for Claude Code, Claude Desktop, VS Code, Cursor, and other MCP clients. It runs on your machine over stdio, with no account, port, or hosted service. Your assistant can then check a deployed site or your local dev server, look up guidelines, and fix what it finds.
# Claude Code
claude mcp add wsg-check -- npx -y -p @sustainablewebsites/wsg-check wsg-check-mcp
Claude Desktop (claude_desktop_config.json) and Cursor (.cursor/mcp.json):
{
"mcpServers": { "wsg-check": { "command": "npx", "args": ["-y", "-p", "@sustainablewebsites/wsg-check", "wsg-check-mcp"] } } }
npx -y @sustainablewebsites/wsg-check --mcp starts the same server; it's the command the MCP Registry listing, io.github.ivanoats/wsg-check, uses.
VS Code (.vscode/mcp.json) uses a servers key:
{
"servers": { "wsg-check": { "type": "stdio", "command": "npx", "args": ["-y", "-p", "@sustainablewebsites/wsg-check", "wsg-check-mcp"] } } }
Try prompts such as "Check http://localhost:3000 against the WSG and fix the top three issues" or "Which WSG guidelines cover web fonts?"
| Tool | What it does |
|---|---|
check_url | Checks a page and returns the score, grade, and each failed or warned check with a recommended fix. detail: "full" adds the complete report. |
list_guidelines | Lists the WSG guidelines, filtered by category, testability, or text, with how many automated checks implement each one. |
get_guideline | Returns one guideline's description and W3C specification link. |
http://localhost:3000 and other loopback addresses work without setup. The trade-off: text the assistant reads, such as a web page or a file in your project, could try to steer it into requesting a service on your machine. Requests are GET-only and the results go back to the assistant. If you don't check a local dev server, add --no-local after wsg-check-mcp in the arguments, or set WSG_CHECK_NO_LOCAL=1.--allow-private-network or set WSG_CHECK_ALLOW_PRIVATE=1.check_url makes is a green-hosting lookup: it sends the hostname to the Green Web Foundation. Local hostnames are never sent.The repository also ships an Agent Skill, wsg-sustainability-review. It walks an assistant through checking a site, fixing the issues in your codebase in priority order, and checking again. It uses the MCP tools when they are configured and falls back to the CLI otherwise. Install it into Claude Code, Cursor, Copilot, and other agents with:
npx skills add ivanoats/wsg-check
The web app exposes Next.js Route Handlers:
| Endpoint | Purpose |
|---|---|
POST /api/check | Run a check and return the completed report and ID |
GET /api/check/:id | Retrieve a report from the process-local result store |
GET /api/guidelines | List guidelines; current source includes pinned spec provenance in spec |
GET /api/guidelines/:id | Look up a guideline; current source accepts slugs and legacy numeric aliases |
| GET /api/health | Health st
Only the beginning is shown; read the rest in the repo