Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Control Firefox browsers (Floorp, LibreWolf, Zen, Firefox) from any MCP client.
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.
You 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": {
"gecko": {
"command": "npx",
"args": [
"-y",
"gecko-mcp"
]
}
}
}Run this in your terminal
claude mcp add gecko -- npx -y gecko-mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"gecko": {
"command": "npx",
"args": [
"-y",
"gecko-mcp"
]
}
}
}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": {
"gecko": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"gecko-mcp"
]
}
}
}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.
These 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 7, 2026
The registry name was verified with the GitHub account Frumane, 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 (2.2.4) reached the registry 5 months 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: Spec Driven Development, Remote Desktop Commander, Zendesk
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
Zendesk MCP Pack — tickets, users, organizations via OAuth.
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.
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.Only the beginning is shown; read the rest in the repo