Borrowing it
Nothing to install: this file belongs to sondt2709/cloud-vm-mcp-py. 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/sondt2709/cloud-vm-mcp-py/main/AGENTS.mdgit clone --depth 1 https://github.com/sondt2709/cloud-vm-mcp-pyWrote 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/sondt2709/cloud-vm-mcp-py/agents-md)<a href="https://agentmods.dev/instructions/sondt2709/cloud-vm-mcp-py/agents-md"><img src="https://agentmods.dev/badge/instructions/sondt2709/cloud-vm-mcp-py/agents-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/sondt2709/cloud-vm-mcp-py/agents-md"><img src="https://agentmods.dev/badge/instructions/sondt2709/cloud-vm-mcp-py/agents-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 | $0.01494 | $0.01494 |
| Opus 5.5 | $0.00598 | $0.00598 |
| Sonnet 5.5 | $0.00299 | $0.00299 |
| Haiku 4.5 | $0.00149 | $0.00149 |
Grade A, and why
cloud-vm-mcp-py AGENTS.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 2mo 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 — 163 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
MCP server for managing VMs across cloud providers (AWS, Azure). Python 3.10+, uv package manager, FastMCP framework, Pydantic models.
Build & Run
uv sync # Install all dependencies
uv run vm-mcp # Start the MCP server
uv run python cli.py list # CLI: list VMs
Lint, Format, Type Check
uv run ruff check . # Lint (auto-fixes with --fix by default, fix=true in config)
uv run ruff format . # Format
uv run ty check . # Type check (Astral's ty, scoped to vm_mcp/)
Pre-commit hooks run uv-lock sync and ty check automatically.
Tests
uv run pytest tests/ -v # All tests
uv run pytest tests/test_config.py -v # Single file
uv run pytest tests/test_config.py::TestConfigLoader -v # Single class
uv run pytest tests/test_config.py::TestConfigLoader::test_load_valid_config -v # Single test
uv run pytest -k "test_load_valid" -v # By name pattern
uv run pytest tests/ --cov=vm_mcp --cov-report=html # With coverage
Test stack: pytest + pytest-asyncio + pytest-mock. Async tests use @pytest.mark.asyncio.
Tests are class-based (e.g., class TestConfigLoader:). Fixtures in tests/conftest.py.
Project Structure
vm_mcp/
├── __init__.py # Exports main() and mcp
├── __main__.py # python -m vm_mcp entry point
├── config.py # ConfigLoader with file watching (hot-reload, watchdog)
├── mcp.py # FastMCP server, all MCP tool definitions
├── model/
│ ├── credentials.py # AWS/Azure credential Pydantic models
│ └── vm.py # VMState, VMInfo, VMDetails, VMError models
└── providers/
├── base.py # Abstract BaseProvider (ABC)
├── aws.py # AWS EC2 provider
├── azure.py # Azure Compute provider
└── registry.py # Provider factory/lookup
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.
- 2mo ago First seen · 163 lines · 1,494 tokens per session scan A fe63a139d8c7
cloud-vm-mcp-py AGENTS.md is an instructions file published in the GitHub repository sondt2709/cloud-vm-mcp-py (0 stars, last pushed 5mo ago), licensed MIT. It adds 1,494 tokens to every session, about $0.0060 per session on Opus 5.5. 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 2026-08-31.
cloud-vm-mcp-py AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| cloud-vm-mcp-py AGENTS.mdsondt2709/cloud-vm-mcp-py | Instructions file | 0 | 5mo ago | MIT | A | 1,494 | Codex, OpenCode |
| graftcode graftcode-python.instructions.mdgrft-dev/graftcode | Instructions file | 967 | 1mo ago | none | A | 4,639 | GitHub Copilot |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | today | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |