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.
⚡ Executive Summary & Quick Facts
Authoritative Sourcemirrord is 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..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), metalbear-co/mirrord has accumulated 5,396 GitHub stars and 225 forks. It is written in Rust, licensed under MIT, and ranks #2,793 globally. It is actively maintained with the latest commit recorded on Oct 31, 2026.”
| Repository | metalbear-co/mirrord ↗ |
|---|---|
| Primary Category | agent skills |
| Language & Stack | Rust |
| Software License | MIT |
| Community Traction | ★ 5.4K stars · ⑂ 225 forks · #2,793 globally |
| Maintenance | ● Active (Last commit: Oct 31, 2026) · 24 open issues |
| Target Audience | Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 97/100 · Grade A+Yes, mirrord is actively maintained. Continuous telemetry recorded the last code commit on Oct 31, 2026 (13 days ago). Supported by 5,396 stars and 225 community forks, this repository holds a calculated health index of 97/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+31
STARS · LAST 30 DAYS
1
PER DAY
#280
MOST-STARRED Rust
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +31 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +5 | +11 |
mirrord gained 31 stars in the last 30 days, about 1 a day, and now has 5.4K. It is about 5 years old and has averaged roughly 1.1K stars a year. It ranks #280 among Rust repositories and #2,793 across all languages on GitHubRepo.
Trending Record
44
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 #2,793 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #2,788 | googleapis/google-cloud-python | Python | ★ 5.4K | Compare ↗ |
| #2,789 | JuliaPluto/Pluto.jl | JavaScript | ★ 5.4K | Compare ↗ |
| #2,789 | lingodotdev/lingo.dev | TypeScript | ★ 5.4K | Compare ↗ |
| #2,791 | tiann/hapi | TypeScript | ★ 5.4K | Compare ↗ |
| #2,792 | astropy/astropy | Python | ★ 5.4K | Compare ↗ |
| #2,793 | metalbear-co/mirrord This Project | Rust | ★ 5.4K | |
| #2,794 | The-Powder-Toy/The-Powder-Toy | C++ | ★ 5.4K | Compare ↗ |
| #2,795 | clientIO/joint | JavaScript | ★ 5.4K | Compare ↗ |
| #2,795 | ag2ai/faststream | Python | ★ 5.4K | Compare ↗ |
| #2,797 | leits/MeetingBar | Swift | ★ 5.4K | Compare ↗ |
| #2,798 | LuanRT/YouTube.js | TypeScript | ★ 5.4K | 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.
Is mirrord actively maintained in 2026? +
Yes, mirrord is actively maintained. The latest code push was recorded on Oct 31, 2026 (13 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 5,396 stars and 24 open issues.
What language is mirrord written in? +
The primary language is Rust. Topics include: agent-skills, ai-agents, ai-coding, api, backend.
How many stars does mirrord have? +
mirrord has 5,396 stars and 225 forks on GitHub.
How does mirrord rank among GitHub repositories? +
With 5,396 stars, metalbear-co/mirrord is ranked #2,793 globally across all repositories tracked on GitHubRepo and #280 among Rust projects.
What license is mirrord distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
