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ycl-2004
Home / Swift / Wisp

ycl-2004/Wisp

A native macOS assistant that reads the current screen and browser context when you need it.

Swift ◇ ai-assistant MIT
★169STARS
⑂0FORKS
!1ISSUES
🏆#19,049GLOBAL RANK
🔥1DAYS TRENDING
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⚡ Executive Summary & Quick Facts

Authoritative Source

Wisp is Wisp is an open-source project written in Swift: A native macOS assistant that reads the current screen and browser context when you need it.. It provides a free, self-hosted open-source alternative to OpenAI API & ChatGPT.

Direct Citation for AI & Research:
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), ycl-2004/Wisp has accumulated 169 GitHub stars and 0 forks. It is written in Swift, licensed under MIT, and ranks #19,049 globally. It is actively maintained with the latest commit recorded on Nov 3, 2026.”
Repository ycl-2004/Wisp ↗
Primary Category ai assistant
Language & Stack Swift
Software License MIT
Community Traction ★ 169 stars · ⑂ 0 forks · #19,049 globally
Maintenance ● Active (Last commit: Nov 3, 2026) · 1 open issues
Replaces SaaS Open Source OpenAI API & ChatGPT Alternative (Pay-per-token pricing with zero private data guarantees) →
Target Audience Developers and engineering teams building with Swift, seeking reliable, tested, and actively maintained tooling for production workloads.

🛡️ Repository Maintenance & Health Audit (2026)

Health Score: 93/100 · Grade A+
✅
Is Wisp actively maintained in 2026?
Verdict: Actively Maintained & Highly Recommended

Yes, Wisp is actively maintained. Continuous telemetry recorded the last code commit on Nov 3, 2026 (1 days ago). Supported by 169 stars and 0 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.

Commit Recency
Nov 3, 2026
1 days since last push
Issue Backlog
1 Open Issues
Healthy Issue Cadence
Community Backing
0 Forks
169 Stars Recorded
Software License
MIT
Permissive & Inspectable

Star History

Continuous Observations
Interactive star growth chart for ycl-2004/Wisp
CSV
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Momentum

+10

STARS · LAST 30 DAYS

1

PER DAY

#796

MOST-STARRED Swift

Window7 days30 days90 days
Stars gained+7+10+90
Per day111
Forks gained+1+3+10

Wisp gained 10 stars in the last 30 days, about 1 a day, and now has 169. It is about 1 year old and has averaged roughly 169 stars a year. It ranks #796 among Swift repositories and #19,049 across all languages on GitHubRepo.

Trending Record

Wisp has maintained a continuous presence across global trending indexes, peaking at #18848. Below is the 30-day activity profile:

💡 Overview

Wisp is an open-source project written in Swift: A native macOS assistant that reads the current screen and browser context when you need it.

Engineered for speed, consistency, and developer ease, it solves common hurdles in ai-assistant, llm, macos. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in Swift for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ git clone https://github.com/ycl-2004/Wisp.git
cd Wisp

⚙ 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

Wisp 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 Wisp.

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

1

Install Wisp using your package manager: `git clone https://github.com/ycl-2004/Wisp.git`

2

Initialize your project workspace or configuration file for Wisp.

3

Import Wisp into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `Wisp --help` to verify successful setup.

👍 Strengths

Active community backing with 169 GitHub stars and verified adoption.
Permissive open-source distribution under the MIT license.
Built in Swift for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Swift and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

⇄ Alternatives & Direct Competitors

💡
Open Source Alternative to OpenAI API & ChatGPT Replaces proprietary subscriptions (Pay-per-token pricing with zero private data guarantees) with self-hosted freedom.
Explore all OpenAI API & ChatGPT alternatives →
A
jaywcjlove/awesome-mac ★ 117.5K Swift

 This project is dedicated to collecting high-quality macOS software and organizing them systematically by different categories for easy search and use.

Compare ↗
S
swiftlang/swift ★ 70.5K Swift

The Swift Programming Language

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C
apple/container ★ 51K Swift

A tool for creating and running Linux containers using lightweight virtual machines on a Mac. It is written in Swift, and optimized for Apple silicon.

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I
iina/iina ★ 47K Swift

The modern video player for macOS.

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👥 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

ycl-2004/Wisp is currently ranked #19,049 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#18,996 wxxsfxyzm/MiuiBackGestureHook Java ★ 170 Compare ↗
#18,996 symfony/language-tools PHP ★ 170 Compare ↗
#18,996 Cleverfuxaqo1668/Polymarket-Telegram-Bot JavaScript ★ 170 Compare ↗
#18,996 dualface/kander Go ★ 170 Compare ↗
#18,996 JakeATX/llamAmpere C++ ★ 170 Compare ↗
#19,049 ycl-2004/Wisp This Project Swift ★ 169
#19,049 semanticart/is_paranoid Ruby ★ 169 Compare ↗
#19,049 danielsdeleo/deep_merge Ruby ★ 169 Compare ↗
#19,049 mynyml/holygrail Ruby ★ 169 Compare ↗
#19,049 iain/elo Ruby ★ 169 Compare ↗
#19,049 mads-hartmann/scala.tmbundle Ruby ★ 169 Compare ↗
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Frequently Asked Questions

What does Wisp do? +

A native macOS assistant that reads the current screen and browser context when you need it.

Is Wisp actively maintained in 2026? +

Yes, Wisp is actively maintained. The latest code push was recorded on Nov 3, 2026 (1 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 169 stars and 1 open issues.

What language is Wisp written in? +

The primary language is Swift. Topics include: ai-assistant, llm, macos, menu-bar, ollama.

How many stars does Wisp have? +

Wisp has 169 stars and 0 forks on GitHub.

How does Wisp rank among GitHub repositories? +

With 169 stars, ycl-2004/Wisp is ranked #19,049 globally across all repositories tracked on GitHubRepo and #796 among Swift projects.

What license is Wisp distributed under? +

The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.

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