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

# Instill

🔮 Instill Core is a full-stack AI infrastructure tool for data, model and pipeline orchestration, designed to streamline every aspect of building versatile AI-first applications

## Decision context

- Status: data pending
- ToolVitals score: Not collected
- Health score: Not collected
- Shipping score: Not collected
- Score mode: not scored
- Data confidence: 90/100
- Source coverage: 75/100
- Last evidence check: 2026-09-15

## Classification

- Use case: AI Agent Tools (ai-agent-tools)
- Category: Developer Tools (developer-tools)
- Tool mode: Source-visible project
- Openness: License unknown
- License: Other
- Tags: open-source, ai, api, cli, developer-tools, etl, generative-ai, golang, gpt, hacktoberfest, llm, low-code, no-code, pipeline, python, stable-diffusion

## Public repository signals

- Repository: [instill-ai/instill-core](https://github.com/instill-ai/instill-core)
- Stars: 2320 (adoption context only)
- Forks: 125
- Open issues: 40
- Last commit date: 2026-06-02
- Releases in 90 days: 0

## Source receipts

- [Official website](https://instill-ai.com/) — checked 2026-09-15
- [Source repository](https://github.com/instill-ai/instill-core) — checked 2026-09-15

## Discovery status

- Search indexable: no
- Reason: thin or data-pending 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.