Data PendingLicense unknownDeveloper ToolsAI Agent ToolsNot Scored

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 confidence90/100
Source coverage75/100
Publish confidence86/100
Evidence checkedSep 15, 2026
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.

ToolVitals does not score proprietary or unknown-license tools because their public source evidence is not comparable to open/source-visible projects.

Source-visible projectAI Agent ToolsLicense unknownNot Scored
Score coverage

Not Scored

ToolVitals does not publish a vitality score for Instill because proprietary or unknown-license evidence is not comparable to open/source-visible projects.

GitHub source90/100 data confidence
Project provenance

Fork network

Popular active forks

Highest GitHub star count first
Repository

GitHub Activity

PY
instill-ai/instill-core
Stars2,320
Forks125
Contributors0Active in 90d · as of Sep 15, 2026
Open Issues40
Primary Language
Python
Last Commit
105 days ago
Commits 30d
0
Commits 90d
0
Releases 90d
0
Default Branch
main
License
Other
Repository Status
Active repository
Evidence

Signal Quality

Data Confidence90/100Strong
Source Coverage75/100Good
Publish Confidence86/100Strong

ConfidenceHigh-confidence score from multiple public signals.

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
Public Signal Watch
Score Visibility
Not Scored
Status
Data Pending
Maintainers

README Badge

Show this ToolVitals status in project docs.

Open badge SVG
For agents

Machine-readable profile

Use the clean Markdown or structured JSON representation from the same published ToolVitals evidence snapshot.

ToolVitals agent access guide
Tags
open-sourceaiapiclideveloper-toolsetlgenerative-aigolanggpthacktoberfestllmlow-codeno-codepipelinepythonstable-diffusiontypescriptunstructured-dataapi-firstai-infrastructurepipeline-orchestrationmodel-orchestrationdata-orchestration

Alternatives

Recommended Alternatives

Top-ranked tools in the same use case by public ToolVitals evidence.

Hermes Agent

Active · OSI-approved OSS

99

Omi

Active · OSI-approved OSS

99

RAGFlow

Active · OSI-approved OSS

99

Some links are affiliate links. ToolVitals may earn a commission from qualifying purchases.