WarningLicense unknownDeveloper ToolsAI Agent Tools

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

Data confidence83/100
Source coverage90/100
Publish confidence86/100
Evidence checkedJul 31, 2026
Score Breakdown

Public signal read

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How to read this

These bars are a reader-facing view of the ToolVitals evidence model. They summarize maintenance, shipping, confidence, and decay signals.

Activity
Recent commits, releases, changelog, package, and product-motion signals.
Reliability
Maintenance posture from recency, release evidence, availability, and repo signals.
Adoption
Public footprint from GitHub stars, forks, and watchers when available.
Sustainability
Longer-term posture combining health, activity, adoption, confidence, and decay risk.
ToolVitals50/100Health54/100Shipping11/100Zombie Risk0/100
Overall Score50Warning
Activity11
Reliability54
Adoption66
Sustainability53

Score History

Scores collected daily. More data points appear as the tracker runs.

About this tool

What ToolVitals knows about 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

ToolVitals has not verified an OSI-approved, source-available, fair-code, or open-core license signal yet.

The tool is still alive, but signs of slower momentum are visible.

Source-visible projectAI Agent ToolsLicense unknownScored Intelligence
Repository

GitHub Activity

PY
instill-ai/instill-core
Stars2,317
Forks125
Watchers2,317
Open Issues40
Primary Language
Python
Last Commit
59 days ago
Releases 90d
0
Default Branch
main
License
Other
Repository Status
Active repository
Evidence

Signal Quality

Data Confidence83/100Good
Source Coverage90/100Strong
Publish Confidence86/100Strong

ConfidenceHigh-confidence score from multiple public signals.

Zombie RiskNo meaningful zombie signal right now.

How ToolVitals scores work
Openness

License Evidence

Class
License unknown
License
Other

ToolVitals has not verified an OSI-approved, source-available, fair-code, or open-core license signal yet.

Sources

Tracked Sources

Profile

Classification

Category
Developer Tools
Use Case
AI Agent Tools
Openness
License unknown
License
Other
Tool Mode
Source-visible project
Score Model
Open Source Maintenance
Score Visibility
Scored Intelligence
Status
Warning
Maintainers

README Badge

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Tags
open-sourceaiapiclideveloper-toolsetlgenerative-aigolanggpthacktoberfestllmlow-codeno-codepipelinepythonstable-diffusiontypescriptunstructured-dataapi-firstai-infrastructurepipeline-orchestrationmodel-orchestrationdata-orchestration

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