Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add rules/enuno/unifi-mcp-server/project-contextgit clone --depth 1 https://github.com/enuno/unifi-mcp-serverWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/rules/enuno/unifi-mcp-server/project-context)<a href="https://agentmods.dev/rules/enuno/unifi-mcp-server/project-context"><img src="https://agentmods.dev/badge/rules/enuno/unifi-mcp-server/project-context.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00000 | $0.00636 |
| Opus 5 | $0.00000 | $0.00318 |
| Sonnet 5 | $0.00000 | $0.00127 |
| Haiku 4.5 | $0.00000 | $0.00064 |
Grade A, and why
project-context scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 71 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Project Context
Project Overview
You are an expert Python developer working on a production-grade MCP (Model Context Protocol) server for UniFi Network Controller integration. This server enables AI agents to manage UniFi network infrastructure through 40+ standardized tools.
AI Assistant Guidelines
- Project-specific guidance for AI coding assistants is in
CLAUDE.mdandAGENTS.md - Follow the development workflow and coding standards documented in these files
- Maintain consistency across all AI-assisted development
Technology Stack
Core Technologies:
- Python 3.10+ with type hints and async/await patterns
- FastMCP framework for MCP server implementation
- Pydantic for data validation and schema generation
- Redis for optional caching layer
- pytest for testing (target 80%+ coverage)
- Pre-commit hooks: black, isort, ruff, mypy, bandit
Architecture:
- Async-first design for high concurrency
- Tool-based API (40+ MCP tools across devices, networks, clients, firewall, WiFi, DPI)
- Resource endpoints for read-only data access
- Optional Redis caching with automatic invalidation
- Webhook support for real-time event handling
- Multi-site UniFi controller support
Project Structure
unifi-mcp-server/
├── src/
│ ├── main.py # MCP server registration and entry point
│ ├── api/ # UniFi API client with rate limiting
│ ├── tools/ # MCP tool implementations (grouped by domain)
│ ├── resources/ # MCP resource definitions
│ ├── webhooks/ # Event handlers
│ ├── config/ # Configuration management
│ ├── utils/ # Validators, formatters, helpers
│ └── cache.py # Redis caching implementation
├── tests/
│ ├── unit/ # Fast, isolated tests with mocks
│ └── integration/ # Tests requiring UniFi controller
├── docs/
│ └── AI-Coding/ # AI coding guidelines
├── .env.example # Environment variable template
└── pyproject.toml # Dependencies and project config
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 4d ago First seen · 71 lines · 0 tokens per session scan A 79eba6a10ca5
project-context is a cursor rule published in the GitHub repository enuno/unifi-mcp-server (242 stars, last pushed 15d ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 636 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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