loopx-project/loopx
Turn long-horizon goals into verifiable results. A local-first semantic control plane and research workbench for long-running agent teams, across sessions and runtimes.
⚡ Executive Summary & Quick Facts
Authoritative Sourceloopx is loopx is an open-source project written in Python: A control plane with a durable state kernel for long-horizon agents and teams. Keep work moving and improving across sessions, with less human attention..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), loopx-project/loopx has accumulated 6,573 GitHub stars and 616 forks. It is written in Python, licensed under Apache-2.0, and ranks #2,370 globally. It is actively maintained with the latest commit recorded on Nov 10, 2026.”
| Repository | loopx-project/loopx ↗ |
|---|---|
| Primary Category | agent control plane |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 6.6K stars · ⑂ 616 forks · #2,370 globally |
| Maintenance | ● Active (Last commit: Nov 10, 2026) · 164 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 97/100 · Grade A+Yes, loopx is actively maintained. Continuous telemetry recorded the last code commit on Nov 10, 2026 (2 days ago). Supported by 6,573 stars and 616 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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+452
STARS · LAST 30 DAYS
15
PER DAY
#387
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +32 | +452 | +1.4K |
| Per day | 5 | 15 | 15 |
| Forks gained | +0 | +24 | +31 |
loopx gained 452 stars in the last 30 days, about 15 a day, and now has 6.6K. It is about 1 year old and has averaged roughly 6.6K stars a year. It ranks #387 among Python repositories and #2,370 across all languages on GitHubRepo.
Trending Record
43
DAYS ON TRENDING
#236
BEST RANK
Sep 25, 2026
FIRST APPEARANCE
Active
STATUS TODAY
loopx has maintained a continuous presence across global trending indexes, peaking at #236. Below is the 30-day activity profile:
💡 Overview
loopx is an open-source project written in Python: A control plane with a durable state kernel for long-horizon agents and teams. Keep work moving and improving across sessions, with less human attention.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent-control-plane, agent-harness, ai-agents. 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 Python 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
$ pip install loopx⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
loopx coordinates its core functionality through a modular Python 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 loopx.
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 loopx using your package manager: `pip install loopx`
Initialize your project workspace or configuration file for loopx.
Import loopx into your codebase or invoke it directly from your terminal.
Execute your test suite or run `loopx --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
loopx-project/loopx is currently ranked #2,370 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #2,365 | sebastianbergmann/global-state | PHP | ★ 6.6K | Compare ↗ |
| #2,366 | Flagsmith/flagsmith | Python | ★ 6.6K | Compare ↗ |
| #2,367 | open-telemetry/opentelemetry-go | Go | ★ 6.6K | Compare ↗ |
| #2,367 | genkit-ai/genkit | TypeScript | ★ 6.6K | Compare ↗ |
| #2,369 | roots/bedrock | PHP | ★ 6.6K | Compare ↗ |
| #2,370 | loopx-project/loopx This Project | Python | ★ 6.6K | |
| #2,371 | glpi-project/glpi | PHP | ★ 6.6K | Compare ↗ |
| #2,372 | sebastianbergmann/version | PHP | ★ 6.6K | Compare ↗ |
| #2,373 | orval-labs/orval | TypeScript | ★ 6.6K | Compare ↗ |
| #2,374 | anus-dev/ANUS | JavaScript | ★ 6.6K | Compare ↗ |
| #2,375 | sebastianbergmann/recursion-context | PHP | ★ 6.6K | Compare ↗ |
Frequently Asked Questions
What does loopx do? +
Turn long-horizon goals into verifiable results. A local-first semantic control plane and research workbench for long-running agent teams, across sessions and runtimes.
Is loopx actively maintained in 2026? +
Yes, loopx is actively maintained. The latest code push was recorded on Nov 10, 2026 (2 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 6,573 stars and 164 open issues.
What language is loopx written in? +
The primary language is Python. Topics include: agent-control-plane, agent-harness, agentic-software, ai-agents, auto-research.
How many stars does loopx have? +
loopx has 6,573 stars and 616 forks on GitHub.
How does loopx rank among GitHub repositories? +
With 6,573 stars, loopx-project/loopx is ranked #2,370 globally across all repositories tracked on GitHubRepo and #387 among Python projects.
What license is loopx distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
