Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Dating by tokens, matched by usage league across agentic CLIs. Local-first.
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
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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": {
"vibedate": {
"command": "npx",
"args": [
"-y",
"vibedate",
"mcp"
]
}
}
}Run this in your terminal
claude mcp add vibedate -- npx -y vibedate mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"vibedate": {
"command": "npx",
"args": [
"-y",
"vibedate",
"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": {
"vibedate": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"vibedate",
"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.
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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 pooriaarab, 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 (0.8.8) reached the registry 3 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, 御府和田玉 在售作品查询
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.
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npm package · Install · Quick start · Privacy · Alternatives
Dating by tokens — connect your Claude Code / Codex usage, get sorted into a league (1M / 5M / 10M / 100M / 1B+), and match with people who burn tokens the way you do. The premise: heavy users of these tools share something worth matching on.
Part of the Vibe Suite — companion tools for agentic coding CLIs. Ships as CLI + npm package + MCP server, plus a local web app. Built on @pooriaarab/vibe-core.
▶ Watch the launch video — she matched with the man of her dreams. He was coding in a basement.
https://github.com/pooriaarab/vibedating/raw/main/branding/launch-video.mp4
Local-first. Raw token usage is read and stored on your own machine and
never leaves it. Only the coarse league *bucket* is ever shared — never the
raw number, never per-project breakdowns. Live matching is peer-to-peer over a
DHT (no central server) and opt-in only; without it the pool is a local
seeded demo.
v0 — works locally, privacy-first. Usage is verified from your harness's real local logs via vibe-core's readHarnessUsage (source real → verified: true); when no logs are readable you can self-report (VIBEDATING_TOKENS, unverified) or fall back to a demo value (unverified). Handles are bound to a persistent ed25519 identity (~/.vibedating/identity.json, mode 0600): every hello is signed, and a forged signature gets the peer dropped.
npm install -g vibedate
…or run it ad-hoc:
npx vibedate connect
# 1. Read your usage, compute + print your league (stored locally at ~/.vibedating)
vibedating connect
vibedating matches
vibedating discover --live # shares ONLY handle+league+harness+verified flag+identity pubkey
vibedating open
Self-report a token count (otherwise a demo value is used):
VIBEDATING_TOKENS=23400000 vibedating connect # also accepts 12M / 1.2B / 500k
vibedating connect Read usage, compute + print your league
(first run auto-assigns a memetic handle — never @you) vibedating matches [--live] List candidates in your league (live peers if any, with last-message time) vibedating discover [--live] Find live same-league peers over the DHT (opt-in) vibedating live [--keep-alive] Live text chat (--keep-alive / non-TTY survives stdin EOF) vibedating handle [@name] Print or set your handle vibedating daemon [start|stop|status|install|uninstall] Notify-only background daemon — alerts on NEW matches, never opens chat/video; install = run on login (launchd/systemd) vibedating open [--port N] Serve the local web app (default: random free port) vibedating mcp Run the stdio MCP server (tools: profile, matches) vibedating --version vibedating --help
vibedating discover --live joins the public hyperswarm DHT on your league topic — sha256('vibedate:' + leagueBucket) — so same-league peers find each other with no central server. On each encrypted connection the two sides exchange a one-line hello with only { handle, league, harness, verified, pubkey, nonce, sig } — the proof fields sign the hello with your persistent ed25519 identity so a handle can't be impersonated; raw usage is never put on the wire. Discovered peers are stored in ~/.vibedating/peers.json and shown by vibedating matches.
Live discovery is off by default. The --live flag is the explicit opt-in (persisted as the share:live consent scope); every live run prints what it shares before joining. Ctrl+C leaves the swarm cleanly.
The same local engine drives all three, so you can use it wherever you work:
vibedating open serves the dating UI (profile, match stack, league ladder) at http://localhost:PORT. The page reads your league + matches from a tiny local JSON endpoint.vibedating connect / matches.vibedating mcp exposes profile (your league) and matches to any MCP host (Claude Code, Codex, Cursor, …).import { league, matches, readUsage, CANDIDATES } from 'vibedate';
const usage = await readUsage('claude-code'); // { totalTokens, verified, ... } const lg = league(usage.totalTokens); // { name: '10M', min: 10_000_000 } const who = matches(lg.name, CANDIDATES); // same/adjacent-tier candidates
totalTokens is read into memory, stored at ~/.vibedating/state.json, and shown in the web app only behind an opt-in toggle. It is never transmitted.--live) as { handle, league, harness, verified, pubkey, nonce, sig } with same-league peers over the hyperswarm DHT. The handshake parser whitelists those fields, so a peer can't even be *sent* anything else into your process; the verified flag and identity pubkey are the only additions, never a token count.@pooriaarab/vibe-core's consent ledger (scope share:league), granted on connect and revocable on reset. Live P2P discovery has its own scope (share:live), default off.Bucketed by lifetime tokens; you match within your league or an adjacent tier (so the tiny 1B+ pool still has people to match with):
| League | Tokens (lifetime) |
|---|---|
| 1M | 1M – 4.99M |
| 5M | 5M – 9.99M |
| 10M | 10M – 99.9M |
| 100M | 100M – 999M |
| 1B+ | 1B+ |
An interactive, self-contained UX prototype (no build, no network): docs/prototype.html. The shipped local web app (vibedating open) is an adapted, data-driven version of this prototype.
MIT