metalbear-co/mirrord
Run any process, on your machine or in an AI agent's environment, as if it were a pod in your Kubernetes cluster: real env vars, DNS, network, traffic.
Star History
Momentum
+133
STARS · LAST 30 DAYS
4
PER DAY
#111
MOST-STARRED Rust
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +28 | +133 | +360 |
| Per day | 4 | 4 | 4 |
| Forks gained | +1 | +4 | +11 |
mirrord gained 133 stars in the last 30 days, about 4 a day, and now has 5.3K. It is about 5 years old and has averaged roughly 1.1K stars a year. It ranks #111 among Rust repositories and #1,044 across all languages on GitHubRepo.
Trending Record
5
DAYS ON TRENDING
#716
BEST RANK
Sep 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
mirrord has maintained a continuous presence across global trending indexes, peaking at #716. Below is the 30-day activity profile:
💡 Overview
mirrord is an open-source project written in Rust: Run any process, on your machine or in an AI agent's environment, as if it were a pod in your Kubernetes cluster: real env vars, DNS, network, traffic.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent-skills, ai-agents, ai-coding. 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 Rust 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
$ cargo install mirrord⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Rust toolchain (rustc / cargo >= 1.70)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
mirrord coordinates its core functionality through a modular Rust 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 mirrord.
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 mirrord using your package manager: `cargo install mirrord`
Initialize your project workspace or configuration file for mirrord.
Import mirrord into your codebase or invoke it directly from your terminal.
Execute your test suite or run `mirrord --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
metalbear-co/mirrord is currently ranked #1,044 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #1,039 | chakra-ui/ark | TypeScript | ★ 5.4K | Compare ↗ |
| #1,040 | PokeAPI/pokeapi | Python | ★ 5.4K | Compare ↗ |
| #1,041 | vercel/eve | TypeScript | ★ 5.4K | Compare ↗ |
| #1,042 | facebook/idb | Swift | ★ 5.3K | Compare ↗ |
| #1,042 | microsoft/azurelinux | Python | ★ 5.3K | Compare ↗ |
| #1,044 | metalbear-co/mirrord This Project | Rust | ★ 5.3K | |
| #1,045 | solidusio/solidus | Ruby | ★ 5.3K | Compare ↗ |
| #1,046 | feschber/lan-mouse | Rust | ★ 5.3K | Compare ↗ |
| #1,047 | lmstudio-ai/lms | TypeScript | ★ 5.3K | Compare ↗ |
| #1,048 | astropy/astropy | Python | ★ 5.3K | Compare ↗ |
| #1,049 | zircote/swagger-php | PHP | ★ 5.3K | Compare ↗ |
Frequently Asked Questions
What does mirrord do? +
Run any process, on your machine or in an AI agent's environment, as if it were a pod in your Kubernetes cluster: real env vars, DNS, network, traffic.
What language is mirrord written in? +
The primary language is Rust. Topics include: agent-skills, ai-agents, ai-coding, api, backend.
Is mirrord actively maintained? +
Yes, the last recorded push was on Sep 26, 2026 with 70 open issues being tracked.
How many stars does mirrord have? +
mirrord has 5,339 stars and 218 forks on GitHub.
How does mirrord rank among GitHub repositories? +
With 5,339 stars, metalbear-co/mirrord is ranked #1,044 globally across all repositories tracked on GitHubRepo and #111 among Rust projects.
What license is mirrord distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
