Domain Finder

Search and recommend good domain names to buy. Describe a product or idea; the app brainstorms brandable names (AI + rule-based combos), checks real availability via RDAP, and returns a ranked list of buy candidates.

Source-available under the Elastic License 2.0 (SPDX-License-Identifier: Elastic-2.0) — see License.

Connect to the MCP server

Domain Finder is also a remote MCP server — check a brand name across domains and the GitHub / npm / PyPI namespaces from any MCP-capable agent.

Endpoint: https://domain-finder-theta.vercel.app/api/mcp (Streamable HTTP)
Tools:
- check_name — check whether one or more candidate names are free across domains and the GitHub / npm / PyPI namespaces, in a single call.
- generate_names — generate candidate names from a description, each pre-checked for domain availability; feed the favorites into check_name.
Read-only, and no credentials required — nothing to sign up for, no keys to paste. Safe to connect.
Requests are logged. Inputs and outputs are stored server-side (with a salted hash of the caller IP, never the raw address) for analytics and abuse review — see SECURITY.md.

Cursor (~/.cursor/mcp.json) and any client with native Streamable-HTTP support:

JSON Config

{
  "mcpServers": {
    "domain-finder": {
      "type": "streamable-http",
      "url": "https://domain-finder-theta.vercel.app/api/mcp"
    }
  }
}

Claude Desktop (claude_desktop_config.json) — bridge a remote server with mcp-remote:

JSON Config

{
  "mcpServers": {
    "domain-finder": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://domain-finder-theta.vercel.app/api/mcp"]
    }
  }
}

How it works

Code

query ─▶ generate ─▶ check availability ─▶ rank ─▶ results
         (AI + rules)   (RDAP)              (0–100 score)

Generation (lib/generate.ts) — merges three sources of candidates:
- Rule-based combos: keyword extraction (stopword-filtered) × prefixes/ suffixes (get, try, -ly, -hq, -app, …), shorter-first.
- AI brainstorm (optional): Vercel AI SDK via AI Gateway (generateObject
  - zod). Degrades gracefully to rule-based when no API key is present.
- Domain hacks (lib/hacks.ts): read the word across the dot — delicio.us, bit.ly, recip.es. Built from IANA's full TLD list; needs no API. These ignore the TLD filter by design (the word picks the zone), so they have their own toggle.
- Labels are deduped, capped, and expanded across the selected TLDs (round-robin so every label gets its .com before any gets a second TLD).
Availability (lib/availability.ts) — RDAP behind a swappable AvailabilityProvider interface. Resolves each TLD to its authoritative registry RDAP server via the IANA bootstrap file (+ curated overrides), then queries the registry directly. Retries on 429.

Status taxonomy (lib/rdap-status.ts) — "taken" isn't one thing. Modelled on Domainr's taxonomy, each domain gets a status and a coarse bucket:

bucket	statuses	meaning
`registrable`	`available`	buy it now, at retail
`dropping`	`deleting`, `expiring`	in pendingDelete/redemption — backorder territory
`aftermarket`	`parked`	owned, but nameservers say "for sale"
`unavailable`	`active`, `reserved`	registered and in use
`unknown`	`unknown`	no RDAP server for the TLD, or an error

All derived free from RDAP's RFC 8056 status codes, expiration event, and nameservers. deleting domains also get an estimatedDropAt (pendingDelete is a fixed ~5-day window).

Ranking (lib/rank.ts) — a 0–100 score from availability (45), TLD desirability (20), length (20), cleanliness/no-hyphens-or-digits (10), and a brandability nudge (5, hack > AI > combo). Sorted by bucket first, then score — so "buy it now" always outranks "might be gettable".

Swapping RDAP for a paid registrar API later (pricing + real buy flow) only touches lib/availability.ts — nothing else in the pipeline knows the source.

Watchlist

Track a domain, get emailed when it enters the drop path, hand off to a backorder service. This is a scheduler around availabilityProvider.check(), not new availability logic.

Code

cron ─▶ due-queue ─▶ check ─▶ transition? ─▶ alert (deleting | available)
        (next_check_at)       (watch_events)   deduped via `alerts`

Adaptive due-queue (lib/cadence.ts) — every domain carries a next_check_at; the poller only touches what's due. Cadence follows status: far-off active weekly → expiry <30d or redemption daily → pendingDelete every 6h → hourly inside 24h of the estimated drop. RDAP load stays proportional to how interesting a domain is, not how many watches exist.
State is keyed by domain, not by watch (lib/db/schema.ts). A hundred people watching the same short .com is one row, one RDAP call, one transition, fanned out to a hundred inboxes. Load scales with unique domains observed, not users × domains — which matters because registries don't sell capacity.
Transition log (watch_events) is the source of truth. Alerts fire only on a change, and alerts has unique(watch_id, event_id) so a cron retry can't double-send.
Only two statuses alert: deleting (pendingDelete — the fixed ~5-day window, i.e. the last moment a backorder can be placed) and available. Everything else is logged and shown in the UI but stays silent.
An unknown is not a transition. A 429 or timeout means "we couldn't tell", not "the domain changed" — the last known status stands, and the check backs off exponentially (1h, 2h, 4h … capped at a day).
TLDs we can't observe are refused at watch time. .co/.es/.at/.gg have no public RDAP server, so a watch on them could never fire. Better to say so than to accept it and silently never alert.
Free watches are capped at 3 per email (FREE_WATCH_LIMIT in lib/watch.ts).

Identity is an email plus an unguessable manage token — no accounts, no sessions, no users table. The token rides in alert links and authenticates /watch/<token>.

Running the watchlist locally

bash

# any Postgres will do
docker run -d --name df-pg -e POSTGRES_PASSWORD=domainfinder \
  -e POSTGRES_USER=domainfinder -e POSTGRES_DB=domainfinder \
  -p 5433:5432 postgres:16-alpine

cp .env.example .env.local   # set DATABASE_URL + CRON_SECRET
npm run db:push              # create the tables
npm run dev

Without RESEND_API_KEY alerts are printed to the console rather than sent, so the whole flow is drivable with no third-party signup. Trigger a poll by hand:

Terminal

curl -H "authorization: Bearer $CRON_SECRET" localhost:3000/api/cron/poll

Scheduling in production

.github/workflows/poll.yml hits /api/cron/poll hourly. Vercel's Hobby cron only fires once per day, which can burn most of a ~5-day pendingDelete warning, so the schedule lives in GitHub Actions instead. Set the POLL_URL and CRON_SECRET repository secrets. GHA cron is best-effort and can lag a few minutes — fine for a multi-day warning, and nothing here depends on being punctual.

Tests

Terminal

npm test

lib/rdap-status.test.ts and lib/cadence.test.ts are pure. lib/poll.test.ts drives the real database with a fake availability provider — pendingDelete and redemptionPeriod are too rare in the wild to find on demand, and they're exactly what this feature exists to catch. It skips when DATABASE_URL is unset.

Getting started

Terminal

npm install
npm run dev      # http://localhost:3000

Search works with no configuration — availability (RDAP) and rule-based generation need no keys. To enable AI brainstorming, copy .env.example to .env.local and set an AI Gateway key:

bash

cp .env.example .env.local
# then set AI_GATEWAY_API_KEY=...

The watchlist is the only part that needs a database; search keeps working without one (getDb() is lazy and only throws when a watch route calls it). See Watchlist above.

API

POST /api/search

jsonc

// request
{ "query": "vegan meal delivery", "tlds": [".com", ".io"], "useAi": true }

// response
{ "query": "...", "results": [ { "domain": "...", "score": 92, "availability": {...}, ... } ],
  "meta": { "generated": 45, "checked": 45, "aiUsed": false, "availabilityProvider": "rdap", "tookMs": 1200 } }

Notes / limitations

TLD coverage. IANA's RDAP bootstrap covers ~1199 of 1438 zones and skews gTLD; the gap is ccTLDs, which is exactly what domain hacks use. Verified overrides are in OVERRIDES (lib/availability.ts): .io/.me/.sh/.ac, .de, .us. No reachable endpoint was found for .co/.es/.at/.gg, so those report unknown rather than guess. Add more if you find them.
Parking detection is high-precision, low-recall. It reliably flags ordinary domains parked on Sedo/Bodis-style nameservers, but misses premium ones — most sit behind Cloudflare/AWS where the signal is invisible. Absence of parked proves nothing. Real aftermarket data needs a paid source.
RDAP tells you registered vs not — not price. Pricing/buy needs a registrar API (the interface is ready for it). "Buy" links currently point to a Namecheap search; backorderUrl() points at DropCatch for dropping domains. Swapping in affiliate links is a one-line change in app/page.tsx.
You can't win a drop by polling this app. Professional drop-catchers hold hundreds of registrar connections. The useful build is a watchlist that alerts and hands off to a backorder service — see the wiki for the design.

License

Source-available under the Elastic License 2.0 (SPDX-License-Identifier: Elastic-2.0). You may inspect, self-host, and modify the code freely. What you may not do is provide it to third parties as a hosted or managed service that exposes a substantial set of its features — i.e. running it as a competing hosted service is not permitted. Full terms in LICENSE.