Built something? We create video reels & spotlights for GitHub projects.Promote your project →
agentcontrol
Home / Python / agent-control

agentcontrol/agent-control

Centralized agent control plane for governing runtime agent behavior at scale. Configurable, extensible, and production-ready.

Python ◇ agentic-workflow Apache-2.0
★317STARS
⑂52FORKS
!39ISSUES
🏆#5,001GLOBAL RANK
🔥2DAYS TRENDING
🚀
Maintainer Growth Kit for agent-control

Claim this project, add your verified backlink badge to your README, and download milestone cards.

Claim Repo

Star History

Continuous Observations
Interactive star growth chart for agentcontrol/agent-control
CSV

Momentum

+10

STARS · LAST 30 DAYS

1

PER DAY

#608

MOST-STARRED Python

Window7 days30 days90 days
Stars gained+7+10+90
Per day111
Forks gained+1+3+10

agent-control gained 10 stars in the last 30 days, about 1 a day, and now has 317. It is about 1 year old and has averaged roughly 317 stars a year. It ranks #608 among Python repositories and #5,001 across all languages on GitHubRepo.

Trending Record

agent-control has maintained a continuous presence across global trending indexes, peaking at #4304. Below is the 30-day activity profile:

💡 Overview

agent-control is an open-source project written in Python: Centralized agent control plane for governing runtime agent behavior at scale. Configurable, extensible, and production-ready. .

Engineered for speed, consistency, and developer ease, it solves common hurdles in agentic-workflow, ai-safety, guardrails. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in Python for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ pip install agent-control

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

agent-control 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 agent-control.

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

1

Install agent-control using your package manager: `pip install agent-control`

2

Initialize your project workspace or configuration file for agent-control.

3

Import agent-control into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `agent-control --help` to verify successful setup.

👍 Strengths

Active community backing with 317 GitHub stars and verified adoption.
Permissive open-source distribution under the Apache-2.0 license.
Built in Python for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Python and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

⇄ Alternatives & Direct Competitors

P
public-apis/public-apis ★ 483.8K Python

A collective list of free APIs

Compare ↗
F

:books: Freely available programming books

Compare ↗
P

Curated list of project-based tutorials

Compare ↗
H
NousResearch/hermes-agent ★ 249.8K Python

The agent that grows with you

Compare ↗

👥 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

agentcontrol/agent-control is currently ranked #5,001 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#4,992 iplocate/free-proxy-list — ★ 319 Compare ↗
#4,997 go-chi/httplog Go ★ 318 Compare ↗
#4,997 temperlang/temper Kotlin ★ 318 Compare ↗
#4,997 MhdiTaheri/V2rayCollector PHP ★ 318 Compare ↗
#4,997 monocurl/monocurl Rust ★ 318 Compare ↗
#5,001 agentcontrol/agent-control This Project Python ★ 317
#5,001 FriendsOfPHP/consul-php-sdk PHP ★ 317 Compare ↗
#5,001 mozilla/authenticator-rs Rust ★ 317 Compare ↗
#5,001 NationalSecurityAgency/emissary Java ★ 317 Compare ↗
#5,001 Quantinuum/tket C++ ★ 317 Compare ↗
#5,001 lanedirt/OGameX PHP ★ 317 Compare ↗

Frequently Asked Questions

What does agent-control do? +

Centralized agent control plane for governing runtime agent behavior at scale. Configurable, extensible, and production-ready.

What language is agent-control written in? +

The primary language is Python. Topics include: agentic-workflow, ai-safety, guardrails, llm, runtime-guardrails.

Is agent-control actively maintained? +

Yes, the last recorded push was on Sep 28, 2026 with 39 open issues being tracked.

How many stars does agent-control have? +

agent-control has 317 stars and 52 forks on GitHub.

How does agent-control rank among GitHub repositories? +

With 317 stars, agentcontrol/agent-control is ranked #5,001 globally across all repositories tracked on GitHubRepo and #608 among Python projects.

What license is agent-control distributed under? +

The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.

From our network
FOR MAINTAINERS

Built something? Put it in front of millions of developers.

We make a short reel about your project and post it across YouTube, Instagram, Threads, and X. Send a link, we do the rest.