Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Your agent uses the web as text, not screenshots. Several steps per call, only changes come back.
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": {
"riffle": {
"command": "npx",
"args": [
"-y",
"@noetive/riffle",
"mcp"
]
}
}
}Run this in your terminal
claude mcp add riffle -- npx -y @noetive/riffle mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"riffle": {
"command": "npx",
"args": [
"-y",
"@noetive/riffle",
"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": {
"riffle": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@noetive/riffle",
"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 against the domain noetive.io (the registry checks domain ownership)
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 (0.1.1) reached the registry 29 days 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, Starreel
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.
Turn a script into a finished, downloadable short-drama episode — via MCP or REST.
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.
Pages as text. Only what changed comes back. Several steps per call. Fully interactive, without a mouse or keyboard.
[Why Riffle](#why-riffle) · [Install](#install) · [Use](#use) · [Stay signed in](#stay-signed-in) · [Safe by default](#safe-by-default) · [Releases](https://github.com/noetive/riffle/releases)
npx @noetive/riffle init
Claude Code · Cursor · GitHub Copilot · Kiro · Antigravity · any MCP client
Riffle is an MCP server and CLI. It runs Chrome with the page's JavaScript and hands your agent each page as text it can read and act on.
What is covered, hidden, primary, disabled, struck through or truncated is written on the line, in words. No HTML, no CSS, no images: Riffle turns the page into short lines of text, so your agent reads these facts instead of guessing them from markup or pixels.
modal d1 "Cookie preferences" covers=page
text "We use cookies." button b1 "Accept all" primary button b2 "Reject" main covered-by=d1 h1 "Your cart" list item "Trail shoe 42" "€89" strike "€69" red | "Qty" | spinbutton f1 "Qty" ="1" | button b3 "Remove" button b4 "Checkout"
The cart sits behind a cookie dialog, the old price is struck through and the new one is red. covered-by=d1 tells your agent the checkout button sits behind the dialog.
After the first view, every reply carries only what changed. Click "Reject" on the page above and this is the whole reply:
- d1
~ main -covered-by=d1
Every view also takes a token budget, so a long page costs what you set: view interactive budget=800.
Your agent writes a program, one step per line, and Riffle runs all of it in one call. A whole sign-in is one turn:
goto https://shop.example/login
try click "Reject" fill "Email" "ralph@example.com" fill "Password" $secret:shop click "Sign in" expect url ~ /account view interactive budget=800
After each step Riffle waits until the page has answered and gone quiet instead of sleeping for a fixed time: about a second after a click, a few seconds after a page loads. The program stops at the first step that fails and says which step and why.
Your agent names what to act on by the words on it or by a ref from a view: click "Reject", fill "Email" "ralph@example.com", click b4. Your agent never steers a pointer, aims at coordinates or reads an image. fill sets a whole field in one step, and press Enter names the key. When a step can't happen, the reply says what is in the way:
failed line 1: click "Checkout": blocked: b4 covered-by d1 "Cookie preferences"
Your agent's next program closes the dialog first.
| What your agent uses now | What it costs | With Riffle |
|---|---|---|
| Screenshots and clicks at coordinates | An image and a turn for every action, and guesses from pixels | Text, and several steps per call |
| A page snapshot or raw HTML after every action | The whole page again in your agent's context, every time | Only what changed |
| Fetching a page as Markdown | It can read, but it can't click, fill in or sign in | A real browser: click, fill in, sign in |
npx @noetive/riffle init --client claude-code
Other editors: --client cursor, copilot, kiro, antigravity. Run init with no --client and it configures the editor it finds. --dry-run shows the change without writing it. --keep-state NAME keeps the agent signed in between runs; see Stay signed in.
Any MCP client can use this entry:
{
"mcpServers": { "riffle": { "command": "npx", "args": ["-y", "@noetive/riffle", "mcp"] } } }
On native Windows, run npx through cmd: "command": "cmd", "args": ["/c", "npx", "-y", "@noetive/riffle", "mcp"]. init writes this form for you.
Or install the binary: go install github.com/noetive/riffle/cmd/riffle@latest, or take one from the releases.
Riffle needs Chrome or Chromium on the machine. Check with:
riffle doctor
Riffle runs its own throwaway Chrome. It never touches your saved passwords or keychain, and it cleans up after itself when it stops.
Your agent gets two tools. browser_run takes a program, one step per line, like the sign-in under Fewer turns, less waiting. browser_view reads the page.
Not sure of the syntax? Ask for view help, or run riffle grammar.
Steps: goto back forward click dblclick fill select check press hover scroll upload wait expect dialog try view eval. Views: outline, interactive, read, table REF, find "text", expand REF, net, unseen.
From a shell:
riffle run < program.txt # run a program
riffle view interactive # read the current page riffle close # end the session and its browser riffle stop # end Riffle and every session in it
Each editor's agent has a browser of its own, so two windows never drive the same page. Its MCP server names its session on stderr at start; riffle view -s NAME shows that agent's page. Entries that pass the same -s NAME, as in riffle mcp -s shared, share one browser.
Riffle keeps browsers from piling up on your machine. At most four run at once, however many agents use Riffle (riffle serve -max-browsers N to change it). An agent that needs another waits for one to end, then is told which sessions hold them. A session unused for 15 minutes ends, and its next use starts on a blank page and says so. An editor's session ends when the editor stops its MCP server, and a Riffle with nothing to do exits after 30 minutes.
Name a session in your editor's entry and Riffle keeps its sign-ins. The agent signs in once, and the next time the editor starts it is still signed in.
npx @noetive/riffle init --client claude-code --keep-state shop
or, by hand:
{ "mcpServers": { "riffle": { "command": "npx", "args": ["-y", "@noetive/riffle", "mcp", "-keep-state", "shop"] } } }
riffle.state folder beside it: delete that one too.- and _.-allow-origin gets back only the sign-ins of the sites it allows, and none for private addresses unless -allow-private is set. What a limit leaves out stays kept for a session allowed it.event unrestored, and the session starts without it; it stays kept.table REF returns rows as TSV, whatever the markup.view net lists the fetch and XHR requests behind it.-allow-private so it may reach local addresses: riffle mcp -allow-private in your editor's entry, or riffle serve -allow-private from a shell, which takes the place of a Riffle already running without it, ending its sessions.-keep-state NAME, and the agent is still signed in the next time the editor starts. See Stay signed in.Pages run in real time, as in any browser, and keep running while your agent thinks: a countdown, an expiring sign-in or a panel that opens later moves on between calls, and the next reply tells what changed.
Riffle also says so when a step did not do what it asked, such as a form that was refused, so the agent can fix it and go on.
$secret:name, tied to one origin, and never shown back to the agent.name-differs, which also gives the words a person sees.-allow-private, so a page cannot send the agent into your network or a cloud metadata service.eval are off until you turn them on. -allow-origin and -upload-dir limit where a session can go and what it can send. A Riffle started without -allow-private, -allow-origin, -allow-eval or -upload-dir, from a shell or after a crash, keeps those it last ran with. Naming any of them sets all four, so -allow-private=false alone goes back to the defaults.-keep-state NAME. Kept sign-ins are in a file only you can read; delete it to forget them. A session gets back only the sign-ins its limits allow.Riffle/ .content-not-shown, not read.Riffle runs alone. It also pairs with another Noetive service:
make build
make test make lint go test -tags integration ./... # drives a real Chrome
See CONTRIBUTING.md. Report security issues as described in SECURITY.md.
ISC. Copyright (c) 2026 Noetive.io