Public beta, MCP included on every plan

Give your AI agent
a live, versioned view of any website.

Describe the fields you want, in plain English. Quorel extracts them nightly, keeps every past version queryable, and hands your agent an MCP tool that can read and fix it directly, without you writing a scraper.

MCP tool on every plan, including Free
Every change saved as a version
Refreshes itself every night

No account needed to read a public dataset. Upgrade only when you're publishing your own.

inside a Claude chat

> what changed on job-board-listings this week

→ queried v14 vs v9, 23 postings added, 8 removed

> fix the missing salary fields and publish v15

→ reviewed 200 rows, filled 14 fields from listing text

→ live at /job-board-listings/v15

MCP tool call, same tool available on every plan

LIVE, NOT A MOCKUP

This is a real public dataset, right now

Pulled live from a Quorel dataset of remote job listings. Nothing staged, nothing pre-cleaned. Query it directly, or watch an agent work on it.

GET /api/1/job-board-listings/active/
fetching live dataset

Public dataset, no login needed. Browse more datasets

FOR AI AGENTS

An agent can query and clean your data, not just read it

Every dataset ships with an MCP server, on every plan. Claude, or any MCP-compatible agent, can filter it, sort it, and even fix bad rows, without you writing a script to do it.

Ask it questions directly

"What changed in this dataset since last week" just works. No query language to learn.

Let it fix what's broken

An agent can pull the raw rows, correct nulls or duplicates, and publish the result as a new version.

Same safety net either way

Agent-made changes land in the same versioned, reversible system as anything you'd do by hand.

inside a Claude chat

> find listings with price drops this week

→ 47 rows matched, sorted by change

> fix the null prices and publish v3

→ reviewed 1,204 rows, fixed 12 nulls

→ live at /listings/v3

Included on every plan, including Free.

WHY IT'S DIFFERENT

Most data tools stop at the present.
We hand you the past too.

They hand you today's snapshot and move on. Quorel keeps every past version, permanently queryable, so you can see what changed and when, not just what's true right now.

BEFORE

Write a scraper for one page layout

It breaks when the site changes the markup

Write cleanup scripts for nulls and duplicates

No record of what the data looked like last week

AFTER

Describe the fields you want, in English

Extraction adapts when the page layout changes

Every value arrives typed and deduplicated

Every nightly refresh is a saved, diffable version

See exactly what changed

Compare any two versions side by side: added rows, removed rows, changed values.

Roll back in one click

A bad refresh pulled in dirty data? Revert instantly, or freeze a version so it can't change again.

Fork any public dataset

Start from someone else's dataset the way you'd fork a repo. Add your own fields, publish your own copy.

USE CASES

What people actually build with it

Competitor pricing history

See every price change, not just today's number.

Job market monitoring

Track postings, salaries, and what got taken down.

Real estate over time

Status changes, price drops, days on market, versioned.

Live context for your agent

Let Claude check what changed on a site since last week.

A data backend for your app

Query params in, structured API out. No scraping infra to own.

PRICING

Flat pricing, no usage bills

Start free. Upgrade when one dataset stops being enough.

Free

$0/mo

For trying it out.

1 dataset
20 URLs per dataset
Nightly refresh
Full version history and rollback
MCP access included
Clone public datasets

Pro

$19/mo

For running data pipelines you rely on.

5 datasets
100 URLs per dataset
On-demand refresh via ping URL
Webhook notifications
Everything in Free
Email support

Scale

Coming soon

For teams running this at real volume.

Unlimited datasets
500 URLs per dataset
Priority refresh queue
Custom refresh schedules
Dedicated support

INCLUDED ON EVERY PLAN

JSON, CSV, JSONL, XML, Excel, Parquet
Plain-English field extraction
Nightly refresh, no cron to babysit
Fork any public dataset

FAQ

Common questions

Any public website. If you can view it in a browser without logging in, Quorel can extract structured fields from it.

Extraction is driven by what you asked for, not by fixed selectors, so most layout changes don't break your dataset. You'll see it in the diff either way.

Yes. Every dataset has its own ping URL you can call from a script, cron job, or CI pipeline whenever you need fresher data.

One dataset, up to 20 URLs, refreshed nightly. Full version history and MCP access are included even on Free.

Every refresh is saved as its own immutable version. You can diff any two versions, roll back instantly, or freeze one so it stops changing.

Your first dataset takes
about five minutes.

No credit card, no infrastructure to set up. Or start from an existing public dataset and fork it to fit what you need.

Quorel - Versioned data your AI agent can read, clean, and fix | Product Hunt
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