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MCP server · Documentation

Heav3ns Censor

by · github.com/CardSorting/heav3ns-censor

Preservation-aware visual dataset curation & contrastive safety alignment engine for AI. Replaces destructive whole-image sample-dropping and diffusion inpainting drift with deterministic sub-pixel Rust SDF masking, 540p JPEG survivability verification, and zero-glue MCP server for foundation VLM pre-training and DPO.

Unclaimed ai-safetycococomputer-visiondata-annotationdataset-curationdpofalse-positive-suppressiongenerative-aimachine-learningmcpmodel-context-protocolopen-sourcerustvlmyolo
InstallView source
25Low

Scored 9 hours ago · breakdown

About Heav3ns Censor

Heav3ns Censor is an MCP server published by CardSorting in the Documentation category: preservation-aware visual dataset curation & contrastive safety alignment engine for AI. Replaces destructive whole-image sample-dropping and diffusion inpainting drift with deterministic sub-pixel Rust SDF masking, 540p JPEG survivability verification, and zero-glue MCP server for foundation VLM pre-training and DPO.

The repository has 1 stars and 0 forks, with the last commit 7 days ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/CardSorting/heav3ns-censor

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Questions

About Heav3ns Censor

How do I install Heav3ns Censor?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Heav3ns Censor safe to use with an AI agent?

Its trust score is 25 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Heav3ns Censor still maintained?

Yes — the last commit was 7 days ago. The repository has 1 stars and 0 forks.