CriticalLicense unknownDeveloper ToolsAI Agent Tools

OpenLucid

Marketing world model for merchants to make marketing data usable for AI agents and MCP apps.

Data confidence80/100
Source coverage76/100
Publish confidence78/100
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.
ToolVitals47/100Health44/100Shipping17/100Zombie Risk0/100
Overall Score47Critical
Activity17
Reliability44
Adoption27
Sustainability45

Score History

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

About this tool

What ToolVitals knows about OpenLucid

Marketing world model for merchants to make marketing data usable for AI agents and MCP apps.

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

Multiple signals suggest declining health or reduced shipping momentum.

Source-visible projectAI Agent ToolsLicense unknownScored Intelligence
Repository

GitHub Activity

PY
agidesigner/OpenLucid
Stars30
Forks3
Watchers30
Open Issues0
Primary Language
Python
Last Commit
73 days ago
Releases 90d
0
Default Branch
main
License
Other
Repository Status
Active repository
Evidence

Signal Quality

Data Confidence80/100Good
Source Coverage76/100Good
Publish Confidence78/100Good

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
Critical
Maintainers

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Tags
marketinganalyticsaimcpopen-sourceagentcontent-creationknowledge-basescript-writerai-agent-toolsscript-writing

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