World Monitor
Real-time global intelligence on conflict, markets, energy, trade, shipping and cyber. 102 tools.
제작자가 쓴 설명(영어 원문)
Control Firefox browsers (Floorp, LibreWolf, Zen, Firefox) from any MCP client.
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.
필요한 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": {
"gecko": {
"command": "npx",
"args": [
"-y",
"gecko-mcp"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add gecko -- npx -y gecko-mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"gecko": {
"command": "npx",
"args": [
"-y",
"gecko-mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"gecko": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"gecko-mcp"
]
}
}
}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.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
이 서버의 연결 방식과 각 앱의 공식 문서를 바탕으로 했어요. 2026년 11월 10일 확인.
내 컴퓨터에서 실행하는 앱
ClaudeGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatRaycast
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 11일 점검
레지스트리 이름이 GitHub 계정 Frumane 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
코드 마지막 변경: 5개월 전
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 2개 중 2개를 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 5개월 전 변경됐고, 최신 버전(2.2.4)은 5개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: World Monitor, Claude Flow, Tldraw
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:↓ 주간 다운로드i★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Real-time global intelligence on conflict, markets, energy, trade, shipping and cyber. 102 tools.
AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
An MCP (Model Context Protocol) server that lets AI assistants — Claude Code,
Claude Desktop, Cursor, and any MCP client — **read pages, take screenshots and
manage tabs in [Floorp](https://floorp.app) and other Firefox-based browsers**
(LibreWolf, Waterfox, Zen, Mullvad, Firefox…), using your real, logged-in session.
Think "Claude in Chrome", but for the whole Firefox/Gecko family.
Get started in ~30 seconds:
npx gecko-mcp setup
Registers gecko-mcp with Claude Code, Claude Desktop, Cursor, VS Code (Copilot), Windsurf, Zed, Codex and more — per-project or global. See Setup for manual config and Requirements for the one-time browser step.
Cautious about installing this? Good — you should be. It's small (2 deps, all
in
src/), the OS keyboard/mouse is locked by default (browser-only
until you opt in), releases ship with npm provenance (verifiable against this
source), and the full threat model is in SECURITY.md. Read it
before you run
npx gecko-mcp.
gecko-mcp talks to the browser through one of two backends, picked automatically:
floorp.mcp.enabled = true in about:config and gecko-mcp uses the fast http://127.0.0.1:58261 API — no extension, richest feature set. Claude Code / Desktop / Cursor
│ MCP (stdio) ▼ gecko-mcp ──► Floorp :58261 (built-in API) ─┐ (this project) ──► Marionette :2828 (any Gecko fork) ─┴─► your real tabs
true in about:config, restart Floorp.npx gecko-mcp setup
An interactive wizard registers gecko-mcp with the AI coding tool(s) of your choice — Claude Code, Cursor, Windsurf, VS Code (Copilot), Gemini CLI, Codex, Zed, Cline (and a copy-paste snippet for Kimi Code, Antigravity, or any other MCP client) — and lets you install it for the current project or globally (all repos). It merges into existing config (and backs it up first).
Non-interactive / scriptable:
npx gecko-mcp setup --list # show supported tools
npx gecko-mcp setup --tool claude-code,cursor --scope global npx gecko-mcp setup --tool codex --scope global --print # dry run
Any MCP client works with this server block (no clone/build needed — npx fetches it):
{
"mcpServers": { "gecko": { "command": "npx", "args": ["-y", "gecko-mcp"] } } }
Or with Claude Code's CLI: claude mcp add gecko -s user -- npx -y gecko-mcp.
One-time Floorp step: set
floorp.mcp.enabled = trueinabout:configand
restart Floorp so its automation API is available.
gecko-mcp picks its backend automatically: if Floorp's :58261 API is reachable it uses that; otherwise it connects to Marionette, the automation engine built into every Gecko browser. To use a non-Floorp browser, launch it once with Marionette enabled:
| Browser | Launch with Marionette |
|---|---|
| Floorp | *(no flag — just set floorp.mcp.enabled=true; uses the native API)* |
| Firefox | firefox -marionette |
| LibreWolf | librewolf -marionette |
| Waterfox | waterfox -marionette |
| Zen | zen -marionette |
| Mullvad | mullvad-browser -marionette |
Marionette listens on TCP 2828 by default. To use another port, set the marionette.port pref in the profile (e.g. via user.js) and start gecko-mcp with a matching MARIONETTE_PORT. Force a backend with GECKO_MCP_BACKEND=marionette.
Note: Marionette must be enabled *at launch* to attach to your live session.
On the Marionette backend, Floorp-only extras (
snapshotfingerprints,
list_workspaces/switch_workspace, accessibility tree) return a clear
"not supported" message — use
find/read_pageinstead. Everything else
(tabs, navigation, click, type, forms, screenshots, cookies, real OS input…) works.
Tabs & reading
| Tool | What it does |
|---|---|
list_tabs | List all open tabs (title, URL, browserId, active, pinned). |
open_tab | Open a new tab at a URL; returns the new tab's `browserId` so you can target it. |
get_active_tab | Return the active tab's title, URL and browserId. |
navigate_tab | Navigate an existing tab to a URL. |
close_tab | Close a tab. |
read_page | Read a tab's content as clean Markdown (or HTML / accessibility tree). Output is capped (default 25 KB) to protect the context. |
find | Fast element locator — search a page server-side by visible text and/or tag; returns a compact list of ready-to-use CSS selectors (~1 KB) instead of the whole HTML. Use it to find a button/link/field, then act on the selector. |
snapshot | Structured page map: Markdown with inline fp: refs + an element selector map — locate elements without grepping HTML, then act via a ref. |
screenshot | Capture a screenshot of a tab (viewport or full page). |
launch_floorp | Ensure Floorp is running — launches it if the API isn't reachable (Windows). |
launch | Start any Firefox-based browser (Firefox, LibreWolf, Zen…) with Marionette enabled so gecko-mcp can drive it. |
Interaction
| Tool | What it does |
|---|---|
click | Click an element by CSS selector or a `ref` from `snapshot`; auto-scrolls it into view first. |
type_text | Type into an input/textarea — or a rich/contenteditable editor (Slate, ProseMirror…) — by CSS selector. |
fill_form | Fill multiple fields at once. |
press_key | Press a keyboard key (Enter, Tab, …). |
wait_for_element | Wait for an element to attach / become visible / etc. |
get_value | Sensitive. Read the current value of an input/textarea/select (can read password fields). |
Most tools target the active tab by default; pass a browserId (from list_tabs) to target a specific tab.
The tools below can affect things *outside* the browser, so they are disabled until you turn them on. With nothing set, gecko-mcp does browser automation only. Unlock them per-session by just asking ("enable OS input", which calls the enable_os_input tool), or persistently with GECKO_MCP_ENABLE_OS_INPUT=1. Lock again with disable_os_input. While locked, these tools refuse with a clear message.
The `evaluate` tool (run arbitrary page JavaScript) is locked the same way — unlock with enable_evaluate or GECKO_MCP_ENABLE_EVALUATE=1.
| Tool | What it does |
|---|---|
enable_os_input / disable_os_input | Unlock / re-lock the OS keyboard & mouse tools for this session. |
enable_evaluate / disable_evaluate | Unlock / re-lock the evaluate (run page JS) tool for this session. |
evaluate | Locked. Run JavaScript in the page and return its value (return …). |
Real OS keyboard (Windows) — for React/rich editors and bot-guarded submits that ignore synthetic input:
| Tool | What it does |
|---|---|
real_type | Type into the focused element via genuine OS key events (isTrusted). |
real_key | Press a real key/combo, e.g. "Enter", "ctrl+a". |
real_clear | Real Ctrl+A + Delete — reliably clears a rich/contenteditable field. |
These produce input a page can't distinguish from a human's, so they drive React/Slate editors and submit composers that synthetic clicks/typing can't. Workflow: click the field to focus it → real_clear / real_type / real_key "Enter".
Safety guard: OS keystrokes go to the foreground window, so before sending
anything these tools bring Floorp to the foreground and verify it — if Floorp
isn't running or can't be focused, they abort without typing a single key, so
input can never leak into another app.
Real OS mouse (Windows) — genuine isTrusted clicks at screen coordinates:
| Tool | What it does |
|---|---|
window_bounds | Floorp's window rectangle in screen pixels (to compute targets). |
move_cursor | Move the real OS cursor to a screen pixel inside Floorp. |
real_click | Real OS click (left/right, single/double) at a screen pixel inside Floorp. |
Double guard: the click is sent only when Floorp is verified foreground and
the point lies inside Floorp's window rect — a stray coordinate is refused, so
a click can never land in another app/window. Coordinates are screen pixels
(note display scaling/DPI when mapping from a screenshot).
More interaction & queries
| Tool | What it does |
|---|---|
hover / double_click / right_click | Mouse gestures on an element (selector or ref). |
select_option | Choose an option in a . |
set_checked | Check/uncheck a checkbox or radio. |
submit_form | Submit a form. |
upload_file | Sensitive. Set a file by absolute path — restrict with GECKO_MCP_ALLOW_UPLOAD_DIRS. |
get_attribute | Read an element attribute (href, value, …). |
get_article | Readability-extracted main article as Markdown. |
get_cookies | Sensitive. Cookies visible to the page — values redacted unless includeValues: true. |
wait_for_network_idle | Wait for network activity to settle. |
list_workspaces / switch_workspace | Floorp workspaces (where supported). |
Understand the threat model before enabling this. Two risks dominate:
floorp.mcp.enabled is on, any local process can drive your logged-in browser via 127.0.0.1:58261 — not just this server. There is also no Origin check, so hostile web pages may attempt CSRF/DNS-rebinding tricks against it. Mitigations:floorp.mcp.enabled off when you're not using automation.GECKO_MCP_TOKEN environment variable — this server then sends it as a Bearer token on every request (effective on Floorp builds that enforce a token; harmless otherwise).Hardening built into this server:
enable_os_input tool, or GECKO_MCP_ENABLE_OS_INPUT=1). By default gecko-mcp can only automate the browser, never your wider machine.