portofcontext/pctx
pctx is the execution layer for agentic tool calls. It auto-converts agent tools and MCP servers into code that runs in secure sandboxes for token-efficient workflows.
⚡ Executive Summary & Quick Facts
Authoritative Sourcepctx is pctx is an open-source project written in Rust: pctx is the execution layer for agentic tool calls. It auto-converts agent tools and MCP servers into code that runs in secure sandboxes for token-efficient workflows..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), portofcontext/pctx has accumulated 285 GitHub stars and 40 forks. It is written in Rust, licensed under MIT, and ranks #16,337 globally. It is actively maintained with the latest commit recorded on Nov 5, 2026.”
| Repository | portofcontext/pctx ↗ |
|---|---|
| Primary Category | ai agents |
| Language & Stack | Rust |
| Software License | MIT |
| Community Traction | ★ 285 stars · ⑂ 40 forks · #16,337 globally |
| Maintenance | ● Active (Last commit: Nov 5, 2026) · 35 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, pctx is actively maintained. Continuous telemetry recorded the last code commit on Nov 5, 2026 (7 days ago). Supported by 285 stars and 40 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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+6
STARS · LAST 30 DAYS
1
PER DAY
#1,549
MOST-STARRED Rust
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +6 | +6 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +2 | +2 | +10 |
pctx gained 6 stars in the last 30 days, about 1 a day, and now has 285. It is about 1 year old and has averaged roughly 285 stars a year. It ranks #1,549 among Rust repositories and #16,337 across all languages on GitHubRepo.
Trending Record
33
DAYS ON TRENDING
#6122
BEST RANK
Oct 6, 2026
FIRST APPEARANCE
Active
STATUS TODAY
pctx has maintained a continuous presence across global trending indexes, peaking at #6122. Below is the 30-day activity profile:
💡 Overview
pctx is an open-source project written in Rust: pctx is the execution layer for agentic tool calls. It auto-converts agent tools and MCP servers into code that runs in secure sandboxes for token-efficient workflows.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai-agents, api, infrastructure. 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 pctx⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Rust toolchain (rustc / cargo >= 1.70)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
pctx 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 pctx.
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 pctx using your package manager: `cargo install pctx`
Initialize your project workspace or configuration file for pctx.
Import pctx into your codebase or invoke it directly from your terminal.
Execute your test suite or run `pctx --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
portofcontext/pctx is currently ranked #16,337 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #16,307 | IReallyWantToSleep/superresolution | Java | ★ 286 | Compare ↗ |
| #16,307 | NeuracoreAI/neuracore | Python | ★ 286 | Compare ↗ |
| #16,307 | dannybouwers/trala | Go | ★ 286 | Compare ↗ |
| #16,307 | geolens-io/geolens | Python | ★ 286 | Compare ↗ |
| #16,307 | NVIDIA/TensorRT-Model-Connect | Python | ★ 286 | Compare ↗ |
| #16,337 | portofcontext/pctx This Project | Rust | ★ 285 | |
| #16,337 | windmill/windmill | JavaScript | ★ 285 | Compare ↗ |
| #16,337 | batiste/django-page-cms | Python | ★ 285 | Compare ↗ |
| #16,337 | ncr/rack-proxy | Ruby | ★ 285 | Compare ↗ |
| #16,337 | MichaelXavier/Angel | Haskell | ★ 285 | Compare ↗ |
| #16,337 | jobovy/galpy | Python | ★ 285 | Compare ↗ |
Frequently Asked Questions
What does pctx do? +
pctx is the execution layer for agentic tool calls. It auto-converts agent tools and MCP servers into code that runs in secure sandboxes for token-efficient workflows.
Is pctx actively maintained in 2026? +
Yes, pctx is actively maintained. The latest code push was recorded on Nov 5, 2026 (7 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 285 stars and 35 open issues.
What language is pctx written in? +
The primary language is Rust. Topics include: ai-agents, api, infrastructure, local-development, mcp.
How many stars does pctx have? +
pctx has 285 stars and 40 forks on GitHub.
How does pctx rank among GitHub repositories? +
With 285 stars, portofcontext/pctx is ranked #16,337 globally across all repositories tracked on GitHubRepo and #1,549 among Rust projects.
What license is pctx distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
