Open sourcebyMohamed Ashraf→

Everyappendsupwithatable.

Meet Tally, the open-source data table. Typed columns, a query language, live data and AI, built in.

See what it does
AccountsAll accounts10At risk4Enterprise by owner3
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See Tally in action.

01tally-ai · Ask AI

Ask your data in plain English.
tally-ai returns a real, editable filter.

Ask anything about your accounts

02Query language

One query language for filter, sort and group.
Type it, and the rows answer.

Filter or ask — plan is pro and mrr > 5k⏎ to apply
Account
Owner
Plan
Status
MRR
Growth
Health
Renews
1
Atlas Freight
Kenji Sato
Enterprise
Past due
$26,480
+21.1%
42
Oct 13
2
Northwind Labs
Amara Owusu
Enterprise
Active
$24,380
+6.6%
67
Nov 17
3
Vector Cloud
Zeynep Aydın
Enterprise
Trial
$10,930
-7.0%
79
Oct 15
4
Meridian Energy
Lena Huber
Team
Trial
$8,380
-6.1%
39
Feb 1
5
Granite Capital
Tobias Holm
Team
Churned
$7,540
+6.8%
80
Jun 26
6
Kestrel Air
Mateo Ruiz
Team
Trial
$6,990
-2.2%
82
Dec 18
7
Saffron Works
Mateo Ruiz
Team
Active
$6,240
+6.6%
50
Jun 26
8
Halcyon Health
Lena Huber
Team
Active
$5,120
+2.8%
50
Jan 16
9
Copper Analytics
Tobias Holm
Team
Active
$5,010
+13.4%
85
Sep 20
10
Quill & Co
Noah Brooks
Team
Active
$4,040
-8.2%
69
Aug 9
11
Harbor Analytics
Omar Farouk
Team
Active
$3,910
+8.6%
77
Feb 12
12
Bright Systems
Ananya Rao
Pro
Trial
$1,260
+18.2%
76
Jan 10
13
Juniper Bank
Tobias Holm
Pro
Active
$980
+9.6%
50
Jan 11
14
Lumen Robotics
Mei Lin
Free
Churned
$0
-2.0%
85
Oct 16
mrr > 5k
14 accountsSum $111,260

03tally-ai · AI columns

AI columns.
Your model fills every cell, batch by batch.

Account
Northwind Labs
Halcyon Health
Atlas Freight
Juniper Bank
Lumen Robotics
Vector Cloud
Harbor Analytics
Owner
Amara Owusu
Lena Huber
Kenji Sato
Tobias Holm
Mei Lin
Zeynep Aydın
Omar Farouk
MRR
$24,380
$5,120
$26,480
$980
$0
$10,930
$3,910
Industry"Which industry is this company in?"
+

04Live updates

Live data, in place.
Values flash, rows re-rank, undo still works.

Livestreaming from postgres · sorted by MRR
Account
Owner
Plan
Status
MRR ↓
Growth
Health
Renews
1
Atlas Freight
Kenji Sato
Enterprise
Past due
$26,480
+21.1%
42
Oct 13
2
Northwind Labs
Amara Owusu
Enterprise
Active
$24,380
+6.6%
67
Nov 17
3
Vector Cloud
Zeynep Aydın
Enterprise
Trial
$10,930
-7.0%
79
Oct 15
4
Meridian Energy
Lena Huber
Team
Trial
$8,380
-6.1%
39
Feb 1
5
Granite Capital
Tobias Holm
Team
Churned
$7,540
+6.8%
80
Jun 26
6
Kestrel Air
Mateo Ruiz
Team
Trial
$6,990
-2.2%
82
Dec 18
7
Saffron Works
Mateo Ruiz
Team
Active
$6,240
+6.6%
50
Jun 26
8
Halcyon Health
Lena Huber
Team
Active
$5,120
+2.8%
50
Jan 16
8 accountsSum $96,060

05tally-mcp-server

An MCP server for your coding agent.
It knows every extension point in Tally.

tally-mcp-server
Account
Health
Renewal
Atlas Freight
42
Oct 29
Northwind Labs
67
Nov 17
Vector Cloud
79
Nov 30
Quill & Co
69
Aug 9
Halcyon Health
50
Jan 16
Copper Analytics
85
Sep 20

06Tally Query Protocol

The Tally Query Protocol.
One request, compiled for your database.

View
plan isEnterpriseSortMRR ↓
Checked
planenumeq✓
mrrcurrencydesc✓
pagelimit25✓
QueryRequestv1
{
"version": 1,
"filter": {
"type": "condition",
"column": "plan",
"op": "eq",
"value": "enterprise"
},
"sort": [{ "column": "mrr", "direction": "desc" }],
"page": { "offset": 0, "limit": 25 }
}
PostgresSQLiteSupabase
select * from accounts
where plan = $1
order by mrr desc
limit 25
tally-server · Kysely

07Adapters

React, Vue, Svelte and Solid.
On Postgres, SQLite, Laravel, Supabase or any API.

Reacttally-react
Vuetally-vue
Sveltetally-svelte
Solidtally-solid
Postgrestally-server
SQLitetally-server
LaravelEloquent
SupabasePostgREST
Any HTTP APIprotocol

08Column types

Typed columns.
Money, people, status, scores and sparklines.

currencyMRR
24380
personOwner
"Amara Owusu"
enumStatus
"past_due"
sparklineGrowth
[3, 5, 4, 7, 6, 9]
barHealth
67
dateRenewal
"2026-11-17"
percentChange
-8.2
enumPlan
"enterprise"

09Labeled undo

Copy, paste, undo.
Every edit is one entry in the history.

Command
Copy
Paste
Undo
Account
Plan
Status
MRR
Northwind Labs
Enterprise
Active
$24,380
Halcyon Health
Team
Active
$5,120
Quill & Co
Team
Active
$4,040
Harbor Analytics
Team
Active
$3,910
Juniper Bank
Pro
Active
$980
History
Edit MRR · Quill & Co2m ago
Sort by MRR5m ago

10Group by

Group by any column.
Sums and averages for every group.

Accounts
Account
Owner
Plan
MRR
Growth
Health
Amara Owusu1
Sum$24,380
Avg+6.6%
Tobias Holm3
Sum$13,530
Avg+9.9%
Lena Huber2
Sum$13,500
Avg-1.6%
Mateo Ruiz2
Sum$13,230
Avg+2.2%
Northwind Labs
Amara Owusu
Enterprise
$24,380
+6.6%
67
Meridian Energy
Lena Huber
Team
$8,380
-6.1%
39
Granite Capital
Tobias Holm
Team
$7,540
+6.8%
80
Kestrel Air
Mateo Ruiz
Team
$6,990
-2.2%
82
Saffron Works
Mateo Ruiz
Team
$6,240
+6.6%
50
Halcyon Health
Lena Huber
Team
$5,120
+2.8%
50
Copper Analytics
Tobias Holm
Team
$5,010
+13.4%
85
Juniper Bank
Tobias Holm
Pro
$980
+9.6%
50

11Mobile

Tables that work on a phone.
Rows become cards, details open in a sheet.

Account
Owner
Status
MRR
Atlas Freight
Kenji Sato
Past due
$26,480
Northwind Labs
Amara Owusu
Active
$24,380
Vector Cloud
Zeynep Aydın
Trial
$10,930
Meridian Energy
Lena Huber
Trial
$8,380
Granite Capital
Tobias Holm
Churned
$7,540
Kestrel Air
Mateo Ruiz
Trial
$6,990
Saffron Works
Mateo Ruiz
Active
$6,240
Halcyon Health
Lena Huber
Active
$5,120
Accounts240
Atlas Freight$26,480
Past dueKenji Sato
Northwind Labs$24,380
ActiveAmara Owusu
Vector Cloud$10,930
TrialZeynep Aydın
Meridian Energy$8,380
TrialLena Huber
Granite Capital$7,540
ChurnedTobias Holm
AF
Atlas Freightatlasfreight.com
OwnerKenji Sato
PlanEnterprise
MRR$26,480
Growth+21.1%
RenewsOct 13 · today

12Theming

Make it look like your product.
Colors, radius and type are all tokens.

Account
Owner
Status
MRR
Atlas Freight
Kenji Sato
Past due
$26,480
Northwind Labs
Amara Owusu
Active
$24,380
Vector Cloud
Zeynep Aydın
Trial
$10,930
Meridian Energy
Lena Huber
Trial
$8,380
Granite Capital
Tobias Holm
Churned
$7,540

Tally. Open source, and ready for your next big idea.

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