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
6.0k
Forks
586
Open Issues
13
Watchers
41
Contributors
1
Weekly Commits
0
Language
Rust
License
Apache-2.0
Last Commit
Aug 31, 2026
Created
Aug 29, 2025
Latest Release
v2.6.4
Release Date
Aug 31, 2026
Synced: Oct 18, 2026
Quality Scores
Documentation Qualityw: 20%
4.5

No dedicated docs site. Description: 151 chars. Stars signal: 5,983. Contributors: 1. Score: 4.5/10

Community Healthw: 20%
5.3

Stars: 5,983. Contributors: 1. Watchers: 41. Forks: 586. Issue ratio: 0.2%. Score: 5.3/10

Maintenance Velocityw: 15%
7.0

Last commit: 48d ago. Weekly commits: 0. Latest release: v2.6.4. Maturity bonus: 1.1y old. Score: 7/10

API Design & DXw: 20%
7.8

Stars/issues ratio: 460. Typed language: Rust. No dedicated API docs. Permissive license: Apache-2.0. Popularity signal: 5,983 stars. Score: 7.8/10

Production Readinessw: 15%
5.9

Battle-tested: 5,983 stars. Peer review: 1 contributors. Versioned: v2.6.4. Licensed: Apache-2.0. Age: 1.1 years. Maintenance: last commit 48d ago. Score: 5.9/10

Ecosystem Integrationw: 10%
8.2

Fork interest: 586. Major ecosystem: Rust. Integration-friendly: Apache-2.0. Adoption: 5,983 stars. Score: 8.2/10

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