---
title: "Spice.ai"
pageType: "tool-profile"
schemaVersion: "1.0"
snapshotId: "tv-20260915-f4c107995a2e"
generatedAt: "2026-09-15T07:02:20.000Z"
canonicalUrl: "https://toolvitals.com/tools/spice-ai/"
jsonUrl: "https://toolvitals.com/api/agent/tools/spice-ai"
indexable: true
---

# Spice.ai

A portable accelerated SQL query, search, and LLM-inference engine, written in Rust, for data-grounded AI apps and agents.

## Decision context

- Status: active
- ToolVitals score: 97/100
- Health score: 97/100
- Shipping score: 97/100
- Score mode: verdict
- Data confidence: 90/100
- Source coverage: 100/100
- Last evidence check: 2026-09-14

## Classification

- Use case: Database Systems (database-systems)
- Category: Databases (database)
- Tool mode: Source-visible project
- Openness: OSI-approved OSS
- License: Apache-2.0
- Tags: open-source, artificial-intelligence, data, data-federation, developers, full-text-search, infrastructure, llm-inference, machine-learning, sql, query-engine, data-acceleration, ai-apps

## Public repository signals

- Repository: [spiceai/spiceai](https://github.com/spiceai/spiceai)
- Stars: 3081 (adoption context only)
- Forks: 227
- Open issues: 793
- Last commit date: 2026-09-14
- Releases in 90 days: 10

## Source receipts

- [Official website](https://spiceai.org/) — checked 2026-09-14
- [Source repository](https://github.com/spiceai/spiceai) — checked 2026-09-14

## 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.