dribba

MCP serverDev tools

Once added, your AI can look up Dribba Engineering's services, browse case studies of past work, pull budget estimates, and find contact details. That makes it easier to scope a project or get in touch without leaving your conversation. The integration is maintained by Dribba Engineering.

Use dribba in Claude, ChatGPT or Ahel Desktop

Free. Sign in, add dribba and connect your AI. About a minute.

Also: Claude Code · Cursor · Codex

Then ask your AI: use dribba to list services

Details

Available today. Use it from your connected AI after setup.

After adding it, ask your AI about Dribba's services or request a budget estimate to see what it can look up. From there you can ask it to pull contact details when you are ready to reach out.

What your AI can do with it

  • Look up the services Dribba offers
  • Browse case studies of past work
  • Get budget estimates
  • Find contact details to reach the team

Install dribba

The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.

  • Claude Code

    claude mcp add --transport http --scope user dribba 'https://dribba.com/mcp'

    Run it once in your project, then open /mcp to approve any sign-in the server asks for.

  • Claude Desktop

    https://dribba.com/mcp

    Add a custom connector in Settings, paste this address, and approve the sign-in.

  • Cursor

    cursor://anysphere.cursor-deeplink/mcp/install?name=dribba&config=eyJ1cmwiOiJodHRwczovL2RyaWJiYS5jb20vbWNwIn0=

    Open the link and Cursor adds the server at that address.

  • ChatGPT

    https://dribba.com/mcp

    In Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.

  • Codex

    codex mcp add dribba --url 'https://dribba.com/mcp'

    Run it once, then sign in with codex mcp login dribba if the server asks for an account.

From the project's README

As published by dribbaengineering/dribba in README.md.

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.

CLI

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.

MCP server (stdio bridge)

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.

SDK

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);
}

Errors

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
  }
}

Rate limits

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 }

Sandbox

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

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() });

Markdown, and the async export

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.

Beyond the REST API

  • MCP — two remote servers over Streamable HTTP, no auth: https://dribba.com/mcp (actions) and https://dribba.com/docs/mcp (docs). See https://dribba.com/developers/mcp.
  • Markdown of any page — Accept: text/markdown, or append .md.
  • The whole site as an OKF bundle.
  • /ask — NLWeb: a natural-language question, verbatim passages back.

Skills and the Agent Plugins manifest

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.

Requirements

Node 20+. Zero dependencies.

License

MIT. The data behind the API is CC BY 4.0 — cite "Dribba" and link the source URL.

Tools it offers (5)

What this server listed when Ahel dialed its public endpoint in Oct 2026, with no key and no account of yours. The names are the server’s own.

  • list_services
  • estimate_project
  • list_projects
  • company_facts
  • submit_contact_request

Signals

Last commit
Aug 2026
Weekly downloads
40
Weekly_downloads
44 weekly_downloads
Advanced
Delivery
dribba MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
Item type
mcp-server
Key
com-dribba-dribba
Source
github.com/dribbaengineering/dribba
Hosted endpoint
https://dribba.com/mcp