STACKQUADRANT

Michael-A-Kuykendall/shimmy

Inference Engines

⚡ Python-free Rust inference server — OpenAI-API compatible. GGUF + SafeTensors, hot model swap, auto-discovery, single binary. FREE now, FREE forever.

6.3
GitHub Metrics
Stars
5.6k
Forks
543
Open Issues
11
Watchers
39
Contributors
1
Weekly Commits
0
Language
Rust
License
Apache-2.0
Last Commit
Jun 30, 2026
Created
Aug 29, 2025
Latest Release
v2.1.1
Release Date
Jun 11, 2026
Synced: Jul 18, 2026
Quality Scores
Documentation Qualityw: 20%
4.5

No dedicated docs site. Description: 151 chars. Stars signal: 5,643. Contributors: 1. Score: 4.5/10

Community Healthw: 20%
5.2

Stars: 5,643. Contributors: 1. Watchers: 39. Forks: 543. Issue ratio: 0.2%. Score: 5.2/10

Maintenance Velocityw: 15%
7.4

Last commit: 18d ago. Weekly commits: 0. Latest release: v2.1.1. Score: 7.4/10

API Design & DXw: 20%
7.8

Stars/issues ratio: 513. Typed language: Rust. No dedicated API docs. Permissive license: Apache-2.0. Popularity signal: 5,643 stars. Score: 7.8/10

Production Readinessw: 15%
5.8

Battle-tested: 5,643 stars. Peer review: 1 contributors. Versioned: v2.1.1. Licensed: Apache-2.0. Age: 0.9 years. Maintenance: last commit 18d ago. Score: 5.8/10

Ecosystem Integrationw: 10%
8.1

Fork interest: 543. Major ecosystem: Rust. Integration-friendly: Apache-2.0. Adoption: 5,643 stars. Score: 8.1/10

Tags
api-servercommand-line-tooldeveloper-toolsggufhuggingfacehuggingface-modelshuggingface-transformersinference-serverllamallamacpp
Radar
Documentation Quality
Community Health
Maintenance Velocity
API Design & DX
Production Readiness
Ecosystem Integration