Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Dribba: services, case studies, budget estimates and contact, as MCP tools.
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.
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Works in Claude on the web, desktop and mobile:
https://dribba.com/mcpOpen Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"dribba": {
"command": "npx",
"args": [
"-y",
"dribba"
]
}
}
}Run this in your terminal
claude mcp add --transport http dribba https://dribba.com/mcpclaude mcp add dribba -- npx -y dribbaPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"dribba": {
"url": "https://dribba.com/mcp"
}
}
}Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"dribba": {
"command": "npx",
"args": [
"-y",
"dribba"
]
}
}
}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": {
"dribba": {
"type": "http",
"url": "https://dribba.com/mcp"
}
}
}Paste into .vscode/mcp.json in your project
{
"servers": {
"dribba": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"dribba"
]
}
}
}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.
ChatGPT connects only to servers on the internet:
https://dribba.com/mcpMenu names can differ slightly by plan and over time.
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.
We have not read this server’s tool list yet; we check endpoints in rotation.
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 6, 2026
The registry name was verified against the domain dribba.com (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
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.
Either way works: install it on your computer or connect to the cloud version.
The GitHub repo last changed –, and the latest version (1.1.1) reached the registry 3 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, AI Deprecations
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.
AI model shutdown dates, replacements, change feed and webhook alerts for 8 providers.
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.
Official SDK and CLI for the Dribba public API.
No API key, no OAuth, no account. Every read endpoint is public. If you were looking for the credentials page, there isn't one — see dribba.com/auth.md.
Nothing to install:
npx dribba services --table
npx dribba cases --limit 3 | jq -r '.items[].slug' npx dribba estimate --platforms ios,android --complexity complex npx dribba ask "flutter migration" npx dribba markdown /servicios npx dribba --help
Add --sandbox to hit the frozen fixtures instead of production.
Dribba's MCP server is remote — Streamable HTTP at https://dribba.com/mcp. If your client only speaks stdio, this package ships the bridge:
{
"mcpServers": { "dribba": { "command": "npx", "args": ["-y", "dribba-mcp"] } } }
npx dribba-mcp # product surface: 5 tools + llms.txt resources
npx dribba-mcp --docs # documentation surface: 4 tools
It forwards JSON-RPC and nothing else, so the tools, resources and protocol version are whatever the server declares — there is no second implementation to drift. If your client does speak Streamable HTTP, skip the bridge and point it straight at the URL.
Verified with the official @modelcontextprotocol/sdk over stdio: connect, tools/list, tools/call, resources/list, resources/read.
npm i dribba # JavaScript / TypeScript
pip install dribba # Python 3.9+, same methods, also dependency-free
The Python client lives in python/ and is published to PyPI as dribba.
import { Dribba } from "dribba";
const dribba = new Dribba();
const { items, total, next_cursor } = await dribba.services({ limit: 5 }); const study = await dribba.case("cityxerpa"); const budget = await dribba.estimate({ platforms: ["ios", "android"] });
// Whole collections, following the cursor for you for await (const job of dribba.paginate("/api/v1/jobs")) { console.log(job.title); }
Every 4xx/5xx throws a DribbaError. Branch on code — it is stable. title and detail are prose and may be reworded.
import { DribbaError } from "dribba";
try { await dribba.service("nope"); } catch (error) { if (error instanceof DribbaError && error.code === "resource_not_found") { console.log(error.resolution); // what to do next, from the server } }
120 requests per 60 seconds per IP. After any call, dribba.rateLimit holds what the last response advertised, so you can self-throttle instead of provoking a 429:
await dribba.company();
console.log(dribba.rateLimit); // { limit: 120, remaining: 118, reset: 47 }
Frozen fixtures with production shapes. Useful because a test that asserts "there are 9 services" breaks the day we publish the tenth — against the sandbox it does not.
const sandbox = new Dribba({ sandbox: true });
const services = await sandbox.services(); // services.sandbox === true
Idempotency-Key on any POST. Same key and same body replays the stored response; same key with a different body is a 400.
await dribba.estimate(input, { idempotencyKey: crypto.randomUUID() });
Any page as markdown, and a one-request export of many pages:
const page = await dribba.markdown("/servicios");
const job = await dribba.startExport(["/", "/precios", "/servicios"]); await dribba.waitForExport(job.id); const everything = await dribba.exportResult(job.id);
Export jobs live in one server instance's memory and expire after 15 minutes; a 404 while polling means the request reached a different instance, not that the work was lost.
https://dribba.com/mcp (actions) and https://dribba.com/docs/mcp (docs). See https://dribba.com/developers/mcp.Accept: text/markdown, or append .md.This repo doubles as a portable Agent Plugin:
plugin.json the manifest
mcp.json the two remote MCP servers skills/ seven SKILL.md files describing what dribba.com exposes
Install the skills into your agent:
npx skills add dribbaengineering/dribba
skills/ is generated from what the site serves at https://dribba.com/.well-known/agent-skills/. Edit the site, not the copy — the copy is what drifts.
Node 20+. Zero dependencies.
MIT. The data behind the API is CC BY 4.0 — cite "Dribba" and link the source URL.