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MCP server · Maps

Jev Style

by · github.com/lawrence3699/jev-style

Small, calibrated decision models on your own machine: systemone-compatible local server, 6 agent skills, Claude Code guard, MCP tools. Weights on Hugging Face.

Unclaimed agent-skillscalibrationclaude-codedecision-modelggufguardrailsjevllm-routinglocal-llmmcpmlxqwen3
InstallView source
34Low

Scored 20 days ago · breakdown

About Jev Style

Jev Style is an MCP server published by lawrence3699 in the Maps category: small, calibrated decision models on your own machine: systemone-compatible local server, 6 agent skills, Claude Code guard, MCP tools. Weights on Hugging Face.

The repository has 5 stars and 0 forks, with the last commit 14 days ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/lawrence3699/jev-style

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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Security checks

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Releases

v0.4.0jev-style 0.4.0 · 2 Oct 2026CUDA graphs for the PyTorch backend, on by default.** On CUDA the torch runtime records CUDA graphs at start-up and replays them. Measured on an RTX 5090 in float32 on 4,992 calibration questions against the ordinary path: 0 top-1 answers…
v0.3.0jev-style 0.3.0 · 27 Sep 2026Jev-Style-2B-Decision-v3.** `--release 2b` (or `JevStyle(release="2b")`, or `from_pretrained` with any of its three repos) loads the new 2B at pinned revisions: PyTorch, MLX (bf16 / 8-bit; needs mlx-lm 0.31.3) and GGUF (F16 / Q8_0 /…
v0.2.0jev-style 0.2.0 — now on PyPI · 26 Sep 2026On PyPI.** `pip install "jev-style[mlx]"` on Apple silicon, `pip install "jev-style[torch]"` elsewhere; the README and the skills no longer install from a git URL. `JevStyle.from_pretrained(repo_id)`**: load a release by its Hub repo id;…
v0.1.0Jev-Style 0.1.0 · 25 Sep 2026First public release of **Jev-Style**: a small, calibrated decision model that runs on your own machine, packaged for AI agents. ![demo](https://raw.githubusercontent.com/lawrence3699/jev-style/main/docs/demo.gif) What's in it `jev-style…
Questions

About Jev Style

How do I install Jev Style?

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

Is Jev Style safe to use with an AI agent?

Its trust score is 34 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 Jev Style still maintained?

Yes — the latest release is v0.4.0 (2 Oct 2026), and the last commit was 14 days ago. The repository has 5 stars.