---
title: "Auto Analyst"
pageType: "tool-profile"
schemaVersion: "1.0"
snapshotId: "tv-20260915-f4c107995a2e"
generatedAt: "2026-09-15T07:02:20.000Z"
canonicalUrl: "http://toolvitals.com/tools/auto-analyst/"
jsonUrl: "http://toolvitals.com/api/agent/tools/auto-analyst"
indexable: true
---

# Auto Analyst

Open-source AI-powered data science platform.

## Decision context

- Status: critical
- ToolVitals score: 40/100
- Health score: 48/100
- Shipping score: 29/100
- Score mode: verdict
- Data confidence: 90/100
- Source coverage: 75/100
- Last evidence check: 2026-09-15

## Classification

- Use case: BI & Dashboards (bi-dashboards)
- Category: Data & Analytics (data)
- Tool mode: Source-visible project
- Openness: OSI-approved OSS
- License: MIT
- Tags: data-science, analytics, ai, platform, open-source, claude, data-analysis, data-visualization, dspy-ai, large-language-models, openai, llm

## Public repository signals

- Repository: [FireBird-Technologies/Auto-Analyst](https://github.com/FireBird-Technologies/Auto-Analyst)
- Stars: 708 (adoption context only)
- Forks: 117
- Open issues: 1
- Last commit date: 2026-08-21
- Releases in 90 days: 0

## Source receipts

- [Official website](https://autoanalyst.ai/) — checked 2026-09-15
- [Source repository](https://github.com/FireBird-Technologies/Auto-Analyst) — checked 2026-09-15

## 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.