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.
⚡ Executive Summary & Quick Facts
Authoritative SourceAiSOC is 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..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), beenuar/AiSOC has accumulated 7,218 GitHub stars and 740 forks. It is written in Python, licensed under MIT, and ranks #2,203 globally. It is actively maintained with the latest commit recorded on Nov 4, 2026.”
| Repository | beenuar/AiSOC ↗ |
|---|---|
| Primary Category | agentic ai |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 7.2K stars · ⑂ 740 forks · #2,203 globally |
| Maintenance | ● Active (Last commit: Nov 4, 2026) · 5 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, AiSOC is actively maintained. Continuous telemetry recorded the last code commit on Nov 4, 2026 (8 days ago). Supported by 7,218 stars and 740 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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+4.8K
STARS · LAST 30 DAYS
161
PER DAY
#362
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +4.8K | +14.5K |
| Per day | 1 | 161 | 161 |
| Forks gained | +0 | +476 | +37 |
AiSOC gained 4.8K stars in the last 30 days, about 161 a day, and now has 7.2K. It is about 1 year old and has averaged roughly 7.2K stars a year. It ranks #362 among Python repositories and #2,203 across all languages on GitHubRepo.
Trending Record
42
DAYS ON TRENDING
#43
BEST RANK
Sep 26, 2026
FIRST APPEARANCE
Active
STATUS TODAY
AiSOC has maintained a continuous presence across global trending indexes, peaking at #43. 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 #2,203 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #2,198 | zhukunpenglinyutong/jetbrains-cc-gui | Java | ★ 7.3K | Compare ↗ |
| #2,199 | meta/sapling | Rust | ★ 7.3K | Compare ↗ |
| #2,200 | magit/magit | Emacs Lisp | ★ 7.3K | Compare ↗ |
| #2,201 | perkeep/perkeep | Go | ★ 7.2K | Compare ↗ |
| #2,202 | retorquere/zotero-better-bibtex | TypeScript | ★ 7.2K | Compare ↗ |
| #2,203 | beenuar/AiSOC This Project | Python | ★ 7.2K | |
| #2,204 | HandyOrg/HandyControl | C# | ★ 7.2K | Compare ↗ |
| #2,205 | react-native-webview/react-native-webview | TypeScript | ★ 7.2K | Compare ↗ |
| #2,206 | dotnet/reactive | C# | ★ 7.2K | Compare ↗ |
| #2,207 | bleachbit/bleachbit | Python | ★ 7.2K | Compare ↗ |
| #2,208 | RsaCtfTool/RsaCtfTool | Python | ★ 7.2K | 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.
Is AiSOC actively maintained in 2026? +
Yes, AiSOC is actively maintained. The latest code push was recorded on Nov 4, 2026 (8 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 7,218 stars and 5 open issues.
What language is AiSOC written in? +
The primary language is Python. Topics include: agentic-ai, ai-security, alert-triage, blue-team, cybersecurity.
How many stars does AiSOC have? +
AiSOC has 7,218 stars and 740 forks on GitHub.
How does AiSOC rank among GitHub repositories? +
With 7,218 stars, beenuar/AiSOC is ranked #2,203 globally across all repositories tracked on GitHubRepo and #362 among Python projects.
What license is AiSOC distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
