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frosty-vl MCP Server

Blackfrost-AI/frosty-vl

Score: 59.6 Rank #5823 MCP Server
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Qwen Image 2.1 in Frosty Studio: create and edit with 10 references, official prompt enhancement, RGBA and recoverable galleries. Includes Frosty VL video workflows, Scene Lab, and 12 MCP tools for agents, with local Windows/CUDA setup and agent installation guides.

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Overview

Blackfrost-AI/frosty-vl is a Python tool licensed under Apache-2.0. Qwen Image 2.1 in Frosty Studio: create and edit with 10 references, official prompt enhancement, RGBA and recoverable galleries. Includes Frosty VL video workflows, Scene Lab, and 12 MCP tools for agents, with local Windows/CUDA setup and agent installation guides.

Ranked #5823 out of 24840 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python Apache-2.0

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 14

14 stars → early stage

Freshness 25% 1d ago

Last commit 1d ago → actively maintained

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 4
Description Detailed
License Apache-2.0

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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