MCP servers & Graph API for the UniFi suite of applications, Network, Protect, and Access
⚡ Executive Summary & Quick Facts
Authoritative Sourceunifi-mcp is unifi-mcp is an open-source project written in Python: MCP servers & Graph API for the UniFi suite of applications, Network, Protect, and Access..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), sirkirby/unifi-mcp has accumulated 1,044 GitHub stars and 141 forks. It is written in Python, licensed under MIT, and ranks #8,410 globally. It is actively maintained with the latest commit recorded on Nov 12, 2026.”
| Repository | sirkirby/unifi-mcp ↗ |
|---|---|
| Primary Category | agentic ai |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 1K stars · ⑂ 141 forks · #8,410 globally |
| Maintenance | ● Active (Last commit: Nov 12, 2026) · 11 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, unifi-mcp is actively maintained. Continuous telemetry recorded the last code commit on Nov 12, 2026 (0 days ago). Supported by 1,044 stars and 141 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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+26
STARS · LAST 30 DAYS
1
PER DAY
#1,223
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +26 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
unifi-mcp gained 26 stars in the last 30 days, about 1 a day, and now has 1K. It is about 2 years old and has averaged roughly 522 stars a year. It ranks #1,223 among Python repositories and #8,410 across all languages on GitHubRepo.
Trending Record
1
DAYS ON TRENDING
#12937
BEST RANK
Nov 12, 2026
FIRST APPEARANCE
Active
STATUS TODAY
unifi-mcp has maintained a continuous presence across global trending indexes, peaking at #12937. Below is the 30-day activity profile:
💡 Overview
unifi-mcp is an open-source project written in Python: MCP servers & Graph API for the UniFi suite of applications, Network, Protect, and Access.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agentic-ai, home-automation, mcp-server. 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 unifi-mcp⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
unifi-mcp 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 unifi-mcp.
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 unifi-mcp using your package manager: `pip install unifi-mcp`
Initialize your project workspace or configuration file for unifi-mcp.
Import unifi-mcp into your codebase or invoke it directly from your terminal.
Execute your test suite or run `unifi-mcp --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
sirkirby/unifi-mcp is currently ranked #8,410 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #8,402 | wso2/product-apim | Java | ★ 1K | Compare ↗ |
| #8,402 | fsspec/s3fs | Python | ★ 1K | Compare ↗ |
| #8,402 | swiftlang/swift-embedded-examples | Swift | ★ 1K | Compare ↗ |
| #8,408 | michelson/lazy_high_charts | Ruby | ★ 1K | Compare ↗ |
| #8,408 | NVIDIA-NeMo/Automodel | Python | ★ 1K | Compare ↗ |
| #8,410 | sirkirby/unifi-mcp This Project | Python | ★ 1K | |
| #8,410 | simpligility/android-maven-plugin | Java | ★ 1K | Compare ↗ |
| #8,410 | instagram4j/instagram4j | Java | ★ 1K | Compare ↗ |
| #8,410 | sksamuel/hoplite | Kotlin | ★ 1K | Compare ↗ |
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Frequently Asked Questions
What does unifi-mcp do? +
MCP servers & Graph API for the UniFi suite of applications, Network, Protect, and Access
Is unifi-mcp actively maintained in 2026? +
Yes, unifi-mcp is actively maintained. The latest code push was recorded on Nov 12, 2026 (0 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 1,044 stars and 11 open issues.
What language is unifi-mcp written in? +
The primary language is Python. Topics include: agentic-ai, home-automation, mcp-server, unifi, unifi-access.
How many stars does unifi-mcp have? +
unifi-mcp has 1,044 stars and 141 forks on GitHub.
How does unifi-mcp rank among GitHub repositories? +
With 1,044 stars, sirkirby/unifi-mcp is ranked #8,410 globally across all repositories tracked on GitHubRepo and #1,223 among Python projects.
What license is unifi-mcp distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
