zainkhalid91/spyglass
Let AI agents (and you) see Compose UI without an IDE: render @Preview to PNG, compare with designs, MCP server for Claude and other agents.
⚡ Executive Summary & Quick Facts
Authoritative Sourcespyglass is spyglass is an open-source project written in Kotlin: Let AI agents (and you) see Compose UI without an IDE: render @Preview to PNG, compare with designs, MCP server for Claude and other agents..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), zainkhalid91/spyglass has accumulated 16 GitHub stars and 0 forks. It is written in Kotlin, licensed under MIT, and ranks #32,464 globally. It is actively maintained with the latest commit recorded on Oct 16, 2026.”
| Repository | zainkhalid91/spyglass ↗ |
|---|---|
| Primary Category | ai agents |
| Language & Stack | Kotlin |
| Software License | MIT |
| Community Traction | ★ 16 stars · ⑂ 0 forks · #32,464 globally |
| Maintenance | ● Active (Last commit: Oct 16, 2026) · 1 open issues |
| Target Audience | Developers and engineering teams building with Kotlin, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 85/100 · Grade AYes, spyglass is actively maintained. Continuous telemetry recorded the last code commit on Oct 16, 2026 (27 days ago). Supported by 16 stars and 0 community forks, this repository holds a calculated health index of 85/100, reflecting regular maintenance (27 days ago) and healthy issue cadence.
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#1,361
MOST-STARRED Kotlin
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
spyglass gained 10 stars in the last 30 days, about 1 a day, and now has 16. It is about 1 year old and has averaged roughly 16 stars a year. It ranks #1,361 among Kotlin repositories and #32,464 across all languages on GitHubRepo.
Trending Record
14
DAYS ON TRENDING
#23923
BEST RANK
Oct 26, 2026
FIRST APPEARANCE
Active
STATUS TODAY
spyglass has maintained a continuous presence across global trending indexes, peaking at #23923. Below is the 30-day activity profile:
💡 Overview
spyglass is an open-source project written in Kotlin: Let AI agents (and you) see Compose UI without an IDE: render @Preview to PNG, compare with designs, MCP server for Claude and other agents.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai-agents, android, claude-code. 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 Kotlin 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/zainkhalid91/spyglass.git
cd spyglass⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
JDK 17+, Kotlin compiler >= 1.9
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
spyglass coordinates its core functionality through a modular Kotlin 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 spyglass.
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 spyglass using your package manager: `git clone https://github.com/zainkhalid91/spyglass.git`
Initialize your project workspace or configuration file for spyglass.
Import spyglass into your codebase or invoke it directly from your terminal.
Execute your test suite or run `spyglass --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Kotlin, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
zainkhalid91/spyglass is currently ranked #32,464 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #32,214 | Foadsf/android-microscope | Kotlin | ★ 17 | Compare ↗ |
| #32,214 | fplanque/HomeBoard | Kotlin | ★ 17 | Compare ↗ |
| #32,214 | Mahmud0808/XMorphClock | Kotlin | ★ 17 | Compare ↗ |
| #32,214 | mlocati/install-php-extensions | PHP | ★ 17 | Compare ↗ |
| #32,214 | ericmigi/voxl-pocket-android | Kotlin | ★ 17 | Compare ↗ |
| #32,464 | zainkhalid91/spyglass This Project | Kotlin | ★ 16 | |
| #32,464 | defunkt/ambitious_activeldap | Ruby | ★ 16 | Compare ↗ |
| #32,464 | rabble/icalico | Ruby | ★ 16 | Compare ↗ |
| #32,464 | defunkt/fixture_scenarios_builder | Ruby | ★ 16 | Compare ↗ |
| #32,464 | hallski/loudmouth-ruby | C | ★ 16 | Compare ↗ |
| #32,464 | defunkt/ambitious_activerecord | Ruby | ★ 16 | Compare ↗ |
Frequently Asked Questions
What does spyglass do? +
Let AI agents (and you) see Compose UI without an IDE: render @Preview to PNG, compare with designs, MCP server for Claude and other agents.
Is spyglass actively maintained in 2026? +
Yes, spyglass is actively maintained. The latest code push was recorded on Oct 16, 2026 (27 days ago). It holds a calculated Maintenance Health Score of 85/100 (A rating) with 16 stars and 1 open issues.
What language is spyglass written in? +
The primary language is Kotlin. Topics include: ai-agents, android, claude-code, compose, compose-multiplatform.
How many stars does spyglass have? +
spyglass has 16 stars and 0 forks on GitHub.
How does spyglass rank among GitHub repositories? +
With 16 stars, zainkhalid91/spyglass is ranked #32,464 globally across all repositories tracked on GitHubRepo and #1,361 among Kotlin projects.
What license is spyglass distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
