Open-source AI Security Operations Center: alert fusion, LLM-agent triage, MITRE ATT&CK investigation, and a replayable decision ledger for every agent step. Self-hostable, runs with no API keys, MIT licensed. Ships an MCP server for Claude, Cursor and Continue.
Star History
Momentum
+59
STARS · LAST 30 DAYS
2
PER DAY
#241
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +14 | +59 | +180 |
| Per day | 2 | 2 | 2 |
| Forks gained | +1 | +5 | +13 |
AiSOC gained 59 stars in the last 30 days, about 2 a day, and now has 2.4K. It is about 1 year old and has averaged roughly 2.4K stars a year. It ranks #241 among Python repositories and #1,718 across all languages on GitHubRepo.
Trending Record
3
DAYS ON TRENDING
#1633
BEST RANK
Sep 26, 2026
FIRST APPEARANCE
Active
STATUS TODAY
AiSOC has maintained a continuous presence across global trending indexes, peaking at #1633. Below is the 30-day activity profile:
💡 Overview
AiSOC is an open-source project written in Python: Open-source AI Security Operations Center: alert fusion, LLM-agent triage, MITRE ATT&CK investigation, and a replayable decision ledger for every agent step. Self-hostable, runs with no API keys, MIT licensed. Ships an MCP server for Claude, Cursor and Continue.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agentic-ai, ai-security, alert-triage. 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 AiSOC⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
AiSOC 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 AiSOC.
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 AiSOC using your package manager: `pip install AiSOC`
Initialize your project workspace or configuration file for AiSOC.
Import AiSOC into your codebase or invoke it directly from your terminal.
Execute your test suite or run `AiSOC --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
beenuar/AiSOC is currently ranked #1,718 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #1,713 | vpnhood/VpnHood | C# | ★ 2.4K | Compare ↗ |
| #1,714 | eslint-community/eslint-plugin-security | JavaScript | ★ 2.4K | Compare ↗ |
| #1,715 | mike-bronner/laravel-model-caching | PHP | ★ 2.4K | Compare ↗ |
| #1,716 | a2x/cs2-dumper | Rust | ★ 2.4K | Compare ↗ |
| #1,717 | Mentra-Community/MentraOS | TypeScript | ★ 2.4K | Compare ↗ |
| #1,718 | beenuar/AiSOC This Project | Python | ★ 2.4K | |
| #1,719 | JasperFx/wolverine | C# | ★ 2.4K | Compare ↗ |
| #1,720 | magefree/mage | Java | ★ 2.4K | Compare ↗ |
| #1,720 | symfony/cache-contracts | PHP | ★ 2.4K | Compare ↗ |
| #1,722 | home-assistant/iOS | Swift | ★ 2.4K | Compare ↗ |
| #1,723 | digimezzo/dopamine | TypeScript | ★ 2.4K | Compare ↗ |
Frequently Asked Questions
What does AiSOC do? +
Open-source AI Security Operations Center: alert fusion, LLM-agent triage, MITRE ATT&CK investigation, and a replayable decision ledger for every agent step. Self-hostable, runs with no API keys, MIT licensed. Ships an MCP server for Claude, Cursor and Continue.
What language is AiSOC written in? +
The primary language is Python. Topics include: agentic-ai, ai-security, alert-triage, blue-team, cybersecurity.
Is AiSOC actively maintained? +
Yes, the last recorded push was on Sep 26, 2026 with 7 open issues being tracked.
How many stars does AiSOC have? +
AiSOC has 2,369 stars and 260 forks on GitHub.
How does AiSOC rank among GitHub repositories? +
With 2,369 stars, beenuar/AiSOC is ranked #1,718 globally across all repositories tracked on GitHubRepo and #241 among Python projects.
What license is AiSOC distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
