See how many times over each AI plan has paid for itself — Claude Code, Codex and the rest, priced against the published API rates, at the edge of your Mac's screen.
Star History
Momentum
+10
STARS · LAST 30 DAYS
1
PER DAY
#495
MOST-STARRED Swift
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
toknotch gained 10 stars in the last 30 days, about 1 a day, and now has 19. It is about 1 year old and has averaged roughly 19 stars a year. It ranks #495 among Swift repositories and #8,339 across all languages on GitHubRepo.
Trending Record
3
DAYS ON TRENDING
#5911
BEST RANK
Sep 26, 2026
FIRST APPEARANCE
Active
STATUS TODAY
toknotch has maintained a continuous presence across global trending indexes, peaking at #5911. Below is the 30-day activity profile:
💡 Overview
toknotch is an open-source project written in Swift: See how many times over each AI plan has paid for itself — Claude Code, Codex and the rest, priced against the published API rates, at the edge of your Mac's screen.
Engineered for speed, consistency, and developer ease, it solves common hurdles in claude-code, codex, developer-tools. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Swift for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ git clone https://github.com/ReffWu/toknotch.git
cd toknotch⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Swift 5.9+ / Xcode 15+ (macOS/Linux)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
toknotch coordinates its core functionality through a modular Swift pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with toknotch.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install toknotch using your package manager: `git clone https://github.com/ReffWu/toknotch.git`
Initialize your project workspace or configuration file for toknotch.
Import toknotch into your codebase or invoke it directly from your terminal.
Execute your test suite or run `toknotch --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Swift, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
ReffWu/toknotch is currently ranked #8,339 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #8,288 | zmodelerlover/AMD-NR-ReShade-Installer | C# | ★ 20 | Compare ↗ |
| #8,288 | algorisys-oss/yappynotes | C# | ★ 20 | Compare ↗ |
| #8,288 | Ray-Hughes/jevalyn | Ruby | ★ 20 | Compare ↗ |
| #8,288 | AnuragTummapudi/Localflow | Swift | ★ 20 | Compare ↗ |
| #8,288 | binders-io/app | Swift | ★ 20 | Compare ↗ |
| #8,339 | ReffWu/toknotch This Project | Swift | ★ 19 | |
| #8,339 | mojombo/fixture-scenarios | Ruby | ★ 19 | Compare ↗ |
| #8,339 | mattfoster/gnuplot-tmbundle | Ruby | ★ 19 | Compare ↗ |
| #8,339 | tenderlove/icanhasaudio | C | ★ 19 | Compare ↗ |
| #8,339 | bart9h/cave9 | C | ★ 19 | Compare ↗ |
| #8,339 | relevance/multi_rails | Ruby | ★ 19 | Compare ↗ |
Frequently Asked Questions
What does toknotch do? +
See how many times over each AI plan has paid for itself — Claude Code, Codex and the rest, priced against the published API rates, at the edge of your Mac's screen.
What language is toknotch written in? +
The primary language is Swift. Topics include: claude-code, codex, developer-tools, llm, macos.
Is toknotch actively maintained? +
Yes, the last recorded push was on Sep 25, 2026 with 1 open issues being tracked.
How many stars does toknotch have? +
toknotch has 19 stars and 2 forks on GitHub.
How does toknotch rank among GitHub repositories? +
With 19 stars, ReffWu/toknotch is ranked #8,339 globally across all repositories tracked on GitHubRepo and #495 among Swift projects.
What license is toknotch distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
