Live data, wherever you work.

Bring live database results to spreadsheets and AI tools, deliver them through a REST API, and automate reports and alerts with one secure agent inside your network.

Get the free plan See pricing

Free forever. No credit card.

Invoices from SQL Server, in Google Sheets

Example agent: London, UK

Open invoices184,902 rowsRefreshed just now

	Invoice	Customer	Region	Amount	Due	Status
1	INV-20481	Halden Logistics	North	12,480.00	23 Oct 2026	Open
2	INV-20480	Mirren & Co	West	3,215.50	23 Oct 2026	Open
3	INV-20479	Castellan Foods	South	28,900.00	21 Oct 2026	Overdue
4	INV-20478	Oriel Dental	North	1,140.00	20 Oct 2026	Paid
5	INV-20477	Wexford Marine	East	9,765.25	19 Oct 2026	Open
6	INV-20476	Pell & Hartley	West	4,400.00	18 Oct 2026	Paid
7	INV-20475	Northgate Clinics	North	17,320.80	17 Oct 2026	Overdue
8	INV-20474	Brightwater Ltd	South	2,050.00	16 Oct 2026	Paid

Inventory from PostgreSQL, in Excel

Example agent: Berlin, Germany

Stock to reorder8 products below reorder pointRefreshed just now

	SKU	Product	Warehouse	Available	Reorder at	Unit	Status
1	PK-100	Packing boxes	Berlin	12	50	Packs	Reorder
2	LB-220	Label rolls	Berlin	8	20	Rolls	Reorder
3	ML-300	Mailer bags	Hamburg	24	40	Packs	Reorder
4	TP-410	Packing tape	Berlin	15	30	Rolls	Reorder
5	BW-510	Bubble wrap	Munich	6	15	Rolls	Reorder
6	PL-610	Pallet wrap	Hamburg	4	10	Rolls	Reorder
7	CT-710	Carton inserts	Munich	18	25	Packs	Reorder
8	SB-810	Shipping bags	Berlin	30	60	Packs	Reorder

Orders from MySQL, in Google Sheets

Example agent: Toronto, Canada

Orders awaiting dispatch8 orders awaiting dispatchRefreshed just now

	Order	Customer	Ship to	Value	Placed	Status	Priority
1	ORD-7719	Northgate Clinics	Ottawa	17,320.80	21 Oct 2026	Waiting	High
2	ORD-7724	Castellan Foods	Toronto	28,900.00	21 Oct 2026	Picking	High
3	ORD-7731	Halden Logistics	Montreal	12,480.00	22 Oct 2026	Ready	Standard
4	ORD-7732	Mirren & Co	Toronto	3,215.50	22 Oct 2026	Picking	Standard
5	ORD-7733	Oriel Dental	Ottawa	1,140.00	22 Oct 2026	Ready	Standard
6	ORD-7734	Wexford Marine	Halifax	9,765.25	23 Oct 2026	Waiting	High
7	ORD-7735	Pell & Hartley	Montreal	4,400.00	23 Oct 2026	Picking	Standard
8	ORD-7736	Brightwater Ltd	Toronto	2,050.00	23 Oct 2026	Ready	Standard

Illustrative data and agent locations.

1. Install the agent.

Install it once on Windows, Mac or Linux, where it can reach your data. It connects out to Query Streams and runs the requests you choose.

Windows

macOS

Linux

No VPN, no open portsOne outbound connection. No incoming connection to your database.
Credentials never leaveDatabase logins stay on the agent; other tools receive results.
Read-only, enforcedThe agent refuses statements that change your data.

A cut-away building with two databases and a small agent inside; one line leaves through the wall

2. Connect your sources.

Connect a database, a folder of files or a business tool. SQL Server, CSVs and SaaS data all become tables you can query; the API Connector brings in tools like Stripe and HubSpot.

3. Save a query once.

Use the Query Builder to write SQL beside your table list, or describe what you want to Nova, the built-in AI analyst. Save the query once and use its results wherever you work.

Write SQL with the Query Builder Nova, the built-in AI analyst Dynamic filters, no SQL needed

SQL Server / Open invoicesIllustrative example

Works with

MariaDB

SELECT invoice, customer, region, amount, due, status
FROM ar.invoices
WHERE status <> 'Paid'
ORDER BY due

PostgreSQL / Stock to reorderIllustrative example

Works with

SQLite

SELECT sku, product, available_units, reorder_point
FROM inventory.stock
WHERE available_units < reorder_point
ORDER BY available_units

MySQL / Orders awaiting dispatchIllustrative example

Works with

Supabase

SELECT order_id, customer, total, status
FROM sales.orders
WHERE placed_at >= DATE_SUB(CURRENT_DATE, INTERVAL 7 DAY)
  AND status <> 'Dispatched'
ORDER BY placed_at

Illustrative queries. Run read-only on your Network Agent.

4. Use it wherever you work.

Start with the way you want to work. Build on the same data, saved queries and secure Network Agent as your needs grow.

AI

Ask questions, explore your findings and give AI the context it needs to understand your data.

Nova · Open invoicesIllustrative example

Works with

Google Ads

Which customers are more than 30 days overdue?

7 customers, 61,480.00 total. Castellan Foods is the largest at 28,900.00.

Work with data

Build the query, combine your sources and use the results wherever you work.

Google Sheets · Open invoicesIllustrative example

Works with

iTick

CustomerAmountStatusHalden Logistics12,480.00OpenCastellan Foods28,900.00OverdueNorthgate Clinics17,320.80Overdue

Build & integrate

Bring SaaS data in, power your apps and give vendors or factories an API for just the results they need.

Vendor billing app · REST APIIllustrative example

Works with

Excel Folder

Shared with Halden LogisticsHalden invoices onlyRead-only

GET /v1/queries/halden-invoices200 OK

{
  "rows": 1,
  "data": [
    {"invoice":"INV-20481","amount":12480}
  ]
}

They get this query’s results. Your SQL and database login stay private.

Factory planning app · REST APIIllustrative example

Works with

SQLite Folder

Shared with Packaging factoryStock this factory suppliesRead-only

GET /v1/queries/factory-reorder-feed200 OK

{
  "rows": 1,
  "data": [
    {"product":"Packing boxes","available_units":12,"reorder_point":50}
  ]
}

They get this query’s results. Your SQL and database login stay private.

Delivery partner app · REST APIIllustrative example

Works with

JSONL Folder

Shared with Dispatch partnerReady orders onlyRead-only

GET /v1/queries/ready-for-dispatch200 OK

{
  "rows": 1,
  "data": [
    {"order_id":"ORD-7731","status":"Ready"}
  ]
}

They get this query’s results. Your SQL and database login stay private.

Automate

Keep the team’s tools current and send useful updates without someone pressing Run.

Slack · #financeIllustrative message

# financeChannel

Query StreamsAPP09:00

Overdue total passed 60,000.

61,480.00 overdue

Customers past due7Saved queryOpen invoices

Email · purchasing inboxIllustrative message

InboxNew

Query StreamsTo: Purchasing team

08:00

3 products need reordering

Your stock check found three products below their reorder point.

Product	Available	Reorder at
Label rolls	8	20
Packing boxes	12	50
Mailer bags	24	40

Saved query · Stock to reorder

6. Give AI a head start.

Your AI reasons. The Network Agent does the groundwork.

Custom-built functions profile, summarise and analyse results inside your network. The Network Agent sends compact findings and keeps results ready for follow-up questions, so your AI can focus on the reasoning.

Faster work. Less context. Fewer round trips.The AI gets useful findings instead of working through raw rows. Follow-up questions reuse held results, avoiding repeated database queries and back-and-forth calls.
It learns how your data fits togetherTable descriptions and relationships help AI find the relevant data.

The agent does the data work locally. Nova or your own AI gets compact findings.

Where Query Streams agents are running today.

23,000+queries a month

200+organisations

25+countries

Pay for what runs, not for who looks.

Recipients of shared queries use a free account. Each plan includes its own allowance for processing, connections and people who build queries.

Free

One agent, two sources. Excel and Sheets, your AI tools and the REST API. Free forever.

Personal

More data and sources, plus the analytic toolset for your own AI tools.

Business

Nova, the built-in AI analyst, deeper analysis and more capacity for your team.

Enterprise

More agents, sources and builders for work across departments or regions.

Compare plans

Questions people ask first

Is Free a trial?

No. Free is a plan you can keep, with no credit card and no expiry. It includes one Network Agent and two configured data sources. Your plan’s processing allowance applies. Compare plans and allowances.

Does my database login leave my network?

No. The Network Agent connects to your data sources inside your network and keeps their credentials there. It opens an encrypted outbound connection to Query Streams and sends the results requested. You do not need an inbound port or a VPN.

Do people I share results with need a paid account?

No. Recipients use a free Query Streams account to run the queries you permit and receive results with the filters you allow. They do not receive your SQL or database login. The owner’s plan sets sharing slots and usage allowances.

Where can I use my query results?

Use results in Excel and Google Sheets, your own app through the Database REST API, AI tools through MCP, Nova, or the Data Viewer on phone and web. Automation, Reports and Data Alerts put results to work on a schedule. Feature availability and allowances depend on your plan.

Connect your data. Put the results to work.

Get the free plan

Live data, wherever you work.

1. Install the agent.

2. Connect your sources.

3. Save a query once.

4. Use it wherever you work.

AI

Work with data

Build & integrate

Automate

5. Share results safely.

6. Give AI a head start.

Where Query Streams agents are running today.

Pay for what runs, not for who looks.

Questions people ask first

Connect your data. Put the results to work.