Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Control Firefox browsers (Floorp, LibreWolf, Zen, Firefox) from any MCP client.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"gecko": {
"command": "npx",
"args": [
"-y",
"gecko-mcp"
]
}
}
}在终端中运行这条命令
claude mcp add gecko -- npx -y gecko-mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"gecko": {
"command": "npx",
"args": [
"-y",
"gecko-mcp"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"gecko": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"gecko-mcp"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过 GitHub 账户 Frumane 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(2.2.4)于5个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Georgia MCP
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
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.
An MCP server for Georgian public data, read from the organizations that publish it.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
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.只显示了开头部分;其余内容请在仓库中阅读