Borrowing it
Nothing to install: this file belongs to saifeezibrahim/k8s-mcp-server-devops-ai. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/saifeezibrahim/k8s-mcp-server-devops-ai/main/CLAUDE.mdgit clone --depth 1 https://github.com/saifeezibrahim/k8s-mcp-server-devops-aiWrote 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/instructions/saifeezibrahim/k8s-mcp-server-devops-ai/claude-md)<a href="https://agentmods.dev/instructions/saifeezibrahim/k8s-mcp-server-devops-ai/claude-md"><img src="https://agentmods.dev/badge/instructions/saifeezibrahim/k8s-mcp-server-devops-ai/claude-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/saifeezibrahim/k8s-mcp-server-devops-ai/claude-md"><img src="https://agentmods.dev/badge/instructions/saifeezibrahim/k8s-mcp-server-devops-ai/claude-md.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00885 | $0.00885 |
| Opus 5 | $0.00443 | $0.00443 |
| Sonnet 5 | $0.00177 | $0.00177 |
| Haiku 4.5 | $0.00089 | $0.00089 |
Grade A, and why
k8s-mcp-server-devops-ai CLAUDE.md 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 9d 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.
This is a copy
100% identical to mcp-k8s CLAUDE.md — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 69 lines — stays where its author put it; the contents beside it link to each section on GitHub.
K8s MCP Server Development Guide
Build & Test Commands
- Install dependencies:
uv pip install -e .(or usemake install) - Install dev dependencies:
uv pip install -e ".[dev]"(or usemake dev-install) - Run server:
python -m k8s_mcp_server - Run unit tests only (default):
pytest(or usemake test) - Run all tests (including integration):
pytest -o addopts=""(or usemake test-all) - Run unit tests explicitly:
pytest -m unit(or usemake test-unit) - Run integration tests only:
pytest -m integration(or usemake test-integration) - Run single test:
pytest tests/path/to/test_file.py::test_function_name -v - Run linter:
ruff check src/ tests/(or usemake lint) - Format code:
ruff format src/ tests/(or usemake format)
Technical Stack
- Python version: Python 3.13+
- Package management:
uvfor fast, reliable package management - Project config:
pyproject.tomlfor configuration and dependency management - Environment: Use virtual environment in
.venvfor dependency isolation - Dependencies: Separate production and dev dependencies in
pyproject.toml - Linting:
rufffor style and error checking - Type checking: Use VS Code with Pylance for static type checking
- Project layout: Organize code with
src/layout
Code Style Guidelines
- Formatting: Black-compatible formatting via
ruff formatwith 120 char line length - Imports: Sort imports with
ruff(stdlib, third-party, local) - Type hints: Use native Python type hints (e.g.,
list[str]notList[str]) - Documentation: Google-style docstrings for all modules, classes, functions
- Naming: snake_case for variables/functions, PascalCase for classes
- Function length: Keep functions short (< 30 lines) and single-purpose
- PEP 8: Follow PEP 8 style guide (enforced via
ruff)
Python Best Practices
- File handling: Prefer
pathlib.Pathoveros.path - Debugging: Use
loggingmodule instead ofprint - Error handling: Use specific exceptions with context messages and proper logging
- Data structures: Use list/dict comprehensions for concise, readable code
- Function arguments: Avoid mutable default arguments
- Data containers: Leverage
dataclassesto reduce boilerplate - Configuration: Use environment variables for configuration
- K8s validation: Validate all commands before execution (must start with allowed prefixes)
- Security: Never store/log credentials, set command timeouts
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.
- 9d ago First seen · 69 lines · 885 tokens per session scan A 4f1267d0f2f7
k8s-mcp-server-devops-ai CLAUDE.md is an instructions file published in the GitHub repository saifeezibrahim/k8s-mcp-server-devops-ai (0 stars, last pushed 6mo ago), licensed MIT. It adds 885 tokens to every session, about $0.0044 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to mcp-k8s CLAUDE.md, differing in 0 lines, and is treated as a copy.
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