⚡ Executive Summary & Quick Facts
Authoritative Sourcenpcsh is npcsh is an open-source project written in Rust: the composable multi-agent shell..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), NPC-Worldwide/npcsh has accumulated 501 GitHub stars and 34 forks. It is written in Rust, licensed under MIT, and ranks #12,313 globally. It is actively maintained with the latest commit recorded on Nov 3, 2026.”
| Repository | NPC-Worldwide/npcsh ↗ |
|---|---|
| Primary Category | agentic coding |
| Language & Stack | Rust |
| Software License | MIT |
| Community Traction | ★ 501 stars · ⑂ 34 forks · #12,313 globally |
| Maintenance | ● Active (Last commit: Nov 3, 2026) · 9 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: 93/100 · Grade A+Yes, npcsh is actively maintained. Continuous telemetry recorded the last code commit on Nov 3, 2026 (10 days ago). Supported by 501 stars and 34 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+13
STARS · LAST 30 DAYS
1
PER DAY
#1,201
MOST-STARRED Rust
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +13 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
npcsh gained 13 stars in the last 30 days, about 1 a day, and now has 501. It is about 1 year old and has averaged roughly 501 stars a year. It ranks #1,201 among Rust repositories and #12,313 across all languages on GitHubRepo.
Trending Record
7
DAYS ON TRENDING
#13304
BEST RANK
Nov 3, 2026
FIRST APPEARANCE
Active
STATUS TODAY
npcsh has maintained a continuous presence across global trending indexes, peaking at #13304. Below is the 30-day activity profile:
💡 Overview
npcsh is an open-source project written in Rust: the composable multi-agent shell.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agentic-coding, bash, bash-shell. 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 npcsh⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Rust toolchain (rustc / cargo >= 1.70)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
npcsh 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 npcsh.
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 npcsh using your package manager: `cargo install npcsh`
Initialize your project workspace or configuration file for npcsh.
Import npcsh into your codebase or invoke it directly from your terminal.
Execute your test suite or run `npcsh --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
NPC-Worldwide/npcsh is currently ranked #12,313 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #12,295 | microsoft/win-dev-skills | JavaScript | ★ 502 | Compare ↗ |
| #12,295 | VelornLabs/velorn | JavaScript | ★ 502 | Compare ↗ |
| #12,295 | caura-ai/caura | Python | ★ 502 | Compare ↗ |
| #12,295 | jnMetaCode/ai-shortfilm-prompts | Python | ★ 502 | Compare ↗ |
| #12,295 | coollabsio/shoutrrr | PHP | ★ 502 | Compare ↗ |
| #12,313 | NPC-Worldwide/npcsh This Project | Rust | ★ 501 | |
| #12,313 | dustin/java-memcached-client | Java | ★ 501 | Compare ↗ |
| #12,313 | vim-perl/vim-perl | Vim Script | ★ 501 | Compare ↗ |
| #12,313 | fabrik42/acts_as_api | Ruby | ★ 501 | Compare ↗ |
| #12,313 | xenocrat/chyrp-lite | PHP | ★ 501 | Compare ↗ |
| #12,313 | fasthttp/router | Go | ★ 501 | Compare ↗ |
Frequently Asked Questions
What does npcsh do? +
the composable multi-agent shell
Is npcsh actively maintained in 2026? +
Yes, npcsh is actively maintained. The latest code push was recorded on Nov 3, 2026 (10 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 501 stars and 9 open issues.
What language is npcsh written in? +
The primary language is Rust. Topics include: agentic-coding, bash, bash-shell, multi-agent-systems, super-intelligence.
How many stars does npcsh have? +
npcsh has 501 stars and 34 forks on GitHub.
How does npcsh rank among GitHub repositories? +
With 501 stars, NPC-Worldwide/npcsh is ranked #12,313 globally across all repositories tracked on GitHubRepo and #1,201 among Rust projects.
What license is npcsh distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
