Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
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.
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 Frumane 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(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: Spec Driven Development, Remote Desktop Commander, Toggl 2.0
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Toggl 2.0 MCP server for tasks, projects, time entries, and workspace operations.
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.앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요