Browser Use
Browser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.
제작자가 쓴 설명(영어 원문)
MCP server and Firefox add-on that let an AI agent drive your real, logged-in browser. Free tier.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
UBA_PORT필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"usable-browser-agent": {
"command": "npx",
"args": [
"-y",
"usable-browser-agent"
],
"env": {
"UBA_PORT": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add usable-browser-agent --env UBA_PORT=your-value -- npx -y usable-browser-agent실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"usable-browser-agent": {
"command": "npx",
"args": [
"-y",
"usable-browser-agent"
],
"env": {
"UBA_PORT": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"usable-browser-agent": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"usable-browser-agent"
],
"env": {
"UBA_PORT": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
UBA_PORT env이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 GitHub 계정 Savvy-Tech-Sphere 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.7.1)은 41일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: Browser Use, Chrome DevTools MCP, MCP Server Browser
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Browser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.
MCP server for Chrome DevTools
MCP server for browser use access
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
An MCP server plus a browser extension that lets your AI agent (Claude Code, Codex, or any MCP client) drive your real browser, with all your logged-in sessions, instead of a throwaway automated browser. You log in once, by hand, and the agent operates as you.
This repository is the free tier: the same single-session MCP server as the commercial build, licensed for personal, non-commercial use and for evaluating the product before buying. The Firefox extension for it is published on Firefox Add-ons. Commercial use (in or for a business, in paid client work, or inside a commercial product or service) needs the commercial license, a one-time $39 purchase at https://savvytechsphere.com/usable-browser-agent, which also includes the Chrome build. It comes with a 14-day, no-questions refund. There is no license key in either tier and nothing checks for one; the tiers differ only in the license grant and the extension identity.
Your passwords stay out of the agent. When the agent logs you in, it passes only a secret
*alias*, never the value. Credentials live in a local vault, are domain-locked (refused on the
wrong site), and are redacted from everything the agent reads or screenshots. See
docs/CREDENTIAL-SAFETY.md.
Claude Code / Codex / any MCP client
| MCP over stdio v MCP server (Node, this repo) --hosts--> WebSocket ws://127.0.0.1:8876 ^ ^ | 53 browser_* tools | (extension connects out) +------------------------------------------+ Firefox extension (from Firefox Add-ons) your real profile, your logins -> DOM actions on the active tab
The agent perceives pages through an accessibility/DOM snapshot where every interactive element has a stable [ref=eN] handle, then clicks and types by ref. No coordinate guessing, no vision model required. Everything runs on your machine: MCP over stdio, and the extension talks to the server over a WebSocket bound to 127.0.0.1. Nothing leaves your computer.
The agent always acts on the currently active tab. Keep the tab you want it to use focused.
Two pieces: this MCP server, which your agent launches, and the Firefox extension, which you install once from Firefox Add-ons.
Needs Node.js 18 or newer and Firefox 142 or newer (macOS first; see docs/INSTALL.md).
npm install -g usable-browser-agent
uba-install
Or from a checkout of this repository:
git clone https://github.com/Savvy-Tech-Sphere/usable-browser-agent-free.git
cd usable-browser-agent-free node bin/uba-install.mjs # or: npm run setup
(Prefer a download? Grab the zip from the Releases page, unpack it, and run the same command inside the folder.)
The installer checks Node and the port, installs dependencies, registers the MCP server with Claude Code and/or Codex using this copy's absolute path, runs the smoke test, optionally stores your first login, and prints the macOS permission steps. It is idempotent; re-running it never clobbers an existing config. Pass --non-interactive to accept every default.
Install Usable Browser Agent (free) from Firefox Add-ons: https://addons.mozilla.org/firefox/addon/usable-browser-agent-free/
The toolbar badge shows off, then ON once the extension connects to the MCP server your agent launched. (The installer also prints these steps, plus the .xpi and Chrome steps that apply to the commercial bundle; for the free tier the Add-ons listing is all you need.)
Log into the site(s) you want the agent to use, then ask your agent to run a browser task, for example: *"On the active tab, open my notifications and list the pull requests waiting on me."* It will snapshot the page, then act by ref.
Wiring by hand instead of the installer:
# Claude Code (user scope, works from anywhere afterward):
claude mcp add browser --scope user -e UBA_PORT=8876 -- node "$PWD/server/index.js"
# Codex: add to ~/.codex/config.toml (use the absolute path to your copy):
[mcp_servers.browser] command = "node" args = ["/ABSOLUTE/PATH/TO/usable-browser-agent-free/server/index.js"]
[mcp_servers.browser.env] UBA_PORT = "8876"
Help: docs/INSTALL.md, docs/TROUBLESHOOTING.md, docs/UNINSTALL.md.
browser_eval (arbitrary JavaScript in the page) is off unless you opt in, and screenshots are blocked near password fields. CAPTCHAs, anti-bot walls and two-factor prompts are deliberately not automated: the agent asks you to step in, since it is your browser on your screen. One active tab at a time.
Usable Browser Agent keeps a local workflow memory so agents do not rediscover the same changing website flow every time. This is for reusable task knowledge such as "how to create a new app in Google Play Console", including current page names, visible button labels, gotchas, and successful step order.
Default file:
~/.local/state/usable-browser-agent/workflow-memory.jsonl
Override with UBA_MEMORY_FILE=/path/to/workflow-memory.jsonl. The file is append-only JSONL, created with mode 0600. Normal recall ignores records that have been superseded or forgotten. This memory is local to the machine and file path you configure; it is not synced unless you point multiple agents at the same controlled file.
Expected agent loop:
browser_workflow_recall with the task and/or site.browser_snapshot.browser_workflow_remember with the durable steps.supersedes: ["old_id"], or call browser_workflow_forget if it should disappear from recall.browser_status, browser_info, browser_navigate, and browser_snapshot also return short workflow-memory hints when the active tab's domain already has saved memories. Hints are intentionally brief; call browser_workflow_recall for the full steps.
Do not save passwords, one-time codes, raw account identifiers that are not needed for the workflow, or transient [ref=eN] handles. The memory store rejects saved steps containing transient refs and sanitizes stored URLs by dropping query strings and replacing likely account/app/developer id path segments. Save visible labels and page/section names instead, because refs are rebuilt after every snapshot.
browser_login and browser_fill_secret let an agent trigger a login without ever receiving the credential value. The MCP client passes only a secret alias and element refs. Plaintext flows only:
secrets file -> MCP server -> local WebSocket -> browser extension -> DOM field
The default vault file is ~/.config/usable-browser-agent/secrets.json; override it with UBA_SECRETS_FILE=/path/to/secrets.json. The server creates the parent directory if needed and warns if the secrets file is readable by group/other users; keep it at mode 0600.
The file is a JSON array:
[
{ "alias": "github", "domains": ["github.com"], "username": "octo@example.com", "password": "replace-with-real-secret" } ]
domains are allowed hostnames. Exact and subdomain matches are allowed, so github.com matches gist.github.com but not evilgithub.com.
For logins, prefer the atomic fill-and-submit tool after taking a snapshot:
browser_login({
"secret": "github", "username_ref": "e12", "password_ref": "e13", "submit_ref": "e14" })
browser_login fills the username when username_ref is provided and the secret has a username, fills the password, then submits in one extension action. If submit_ref is omitted, it submits the password field's enclosing form, with Enter as a fallback. The tool returns only a status string such as logged in via [e14] or submitted form.
browser_fill_secret remains available for non-login flows:
browser_fill_secret({ "ref": "e12", "secret": "github", "field": "username" })
browser_fill_secret({ "ref": "e13", "secret": "github", "field": "password" })
There is intentionally no value argument. If the active tab host is not allowed for the alias, the server refuses the fill and does not send the value to the browser.
Read-back and screenshots are protected in layers:
browser_get_value.browser_screenshot is blocked while a broker fill/login is in progress, while a populated password field is present, or while any field is marked as secret-filled. After login navigation removes the credential fields, screenshots are allowed again.browser_read_text and browser_eval results.Hardened mode is on by default: browser_eval (the arbitrary-JS escape hatch) is disabled and screenshots are blocked whenever any password field exists, even if empty. If you need the browser_eval escape hatch, opt out by setting UBA_STRICT_SECRETS=0 in the server's environment. For Claude Code, browser is already registered, and claude mcp add refuses an existing name, so remove and re-add it, keeping UBA_PORT at the port you installed with (run from your install folder):
claude mcp remove browser --scope user && \
claude mcp add browser --scope user -e UBA_PORT=8876 -e UBA_STRICT_SECRETS=0 -- node "$PWD/server/index.js"
If you installed with UBA_SECRETS_FILE set, add -e UBA_SECRETS_FILE= to that command as well, or the server falls back to the default vault and your stored logins stop resolving. Re-running the installer prints the exact command for your copy.
For Codex, add UBA_STRICT_SECRETS = "0" under [mcp_servers.browser.env]. Restart the agent so the server picks it up.
Screenshot blocking is a temporal/state guard. Region-masking credential fields within an otherwise returned image is a possible v2 and is not implemented yet.
| Tool | Purpose |
|---|---|
browser_workflow_recall | Search local workflow memory before starting a repeated/changing-site task |
browser_workflow_remember | Save verified reusable workflow steps, pitfalls, and durable UI cues |
browser_workflow_forget | Tombstone stale, sensitive, or incorrect workflow memory |
browser_snapshot | Accessibility/DOM tree with [ref=eN] handles — the primary perception tool |
browser_navigate / browser_back / browser_forward / browser_reload | Navigation |
browser_click | Click by ref — supports right/middle button, double-click, and ctrl/shift/alt/meta modifiers |
browser_drag | Drag one element onto another (kanban, sortable lists, sliders) |
browser_type | Type into a field by ref (optional submit = press Enter) |
browser_fill_form | Fill many fields [{ref,text}] in one call |
browser_fill_secret | Fill a username/password from a server-side secret alias |
| browser_login | Atomic
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요