---
title: "Briefer"
pageType: "tool-profile"
schemaVersion: "1.0"
snapshotId: "tv-20261027-b36ae5d5f795"
generatedAt: "2026-10-27T07:03:11.000Z"
canonicalUrl: "https://toolvitals.com/tools/briefer/"
jsonUrl: "https://toolvitals.com/api/agent/tools/briefer"
indexable: true
---

# Briefer

Dashboards and notebooks in a single place. Create powerful and flexible dashboards using code, or build beautiful Notion-like notebooks and share them with your team.

## Decision context

- Status: zombie
- ToolVitals score: 1/100
- Health score: 1/100
- Shipping score: 0/100
- Score mode: verdict
- Data confidence: 90/100
- Source coverage: 85/100
- Last evidence check: 2026-10-27

## Classification

- Use case: BI & Dashboards (bi-dashboards)
- Category: Data & Analytics (data)
- Tool mode: Source-visible project
- Openness: OSI-approved OSS
- License: AGPL-3.0
- Tags: open-source, analytics, bi, bigquery, briefer, business-intelligence, businessintelligence, dashboard, data-analysis, data-visualization, jupyter, notebook, postgres, postgresql, reporting, visualization

## Public repository signals

- Repository: [briefercloud/briefer](https://github.com/briefercloud/briefer)
- Stars: 4327 (adoption context only)
- Forks: 293
- Open issues: 70
- Last commit date: 2025-08-08
- Releases in 90 days: 0

## Source receipts

- [Official website](https://briefer.cloud/) — checked 2026-10-27
- [Source repository](https://github.com/briefercloud/briefer) — checked 2026-10-27

## Discovery status

- Search indexable: yes
- Reason: sufficient tool evidence

## Interpretation limits

- ToolVitals scores summarize bounded public maintenance, shipping, openness, and evidence signals. They are not user-review ratings.
- GitHub stars and related popularity metrics are adoption context, not quality evidence.
- Missing values mean not collected or not confidently established; they do not mean zero.
- Public signals do not prove security, uptime, support quality, customer satisfaction, or production suitability.
- Verify material decisions against the linked first-party sources and your own requirements.