Borrowing it
Nothing to install: this file belongs to bidouilles/mobile-pilot-mcp. 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/bidouilles/mobile-pilot-mcp/main/AGENTS.mdgit clone --depth 1 https://github.com/bidouilles/mobile-pilot-mcpWrote 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/bidouilles/mobile-pilot-mcp/agents-md)<a href="https://agentmods.dev/instructions/bidouilles/mobile-pilot-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/bidouilles/mobile-pilot-mcp/agents-md.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 5.1 | $0.00616 | $0.00616 |
| Opus 5 | $0.00308 | $0.00308 |
| Sonnet 5 | $0.00123 | $0.00123 |
| Haiku 4.5 | $0.00062 | $0.00062 |
Grade A, and why
mobile-pilot-mcp 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 7d 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 — 43 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Repository Guidelines
Project Structure & Module Organization
Core Python code lives in src/mobile_pilot_mcp/:
server.py: FastMCP server and tool registration.simulator.py,wda_client.py,ui_tree.py: simulator control, WDA API, and UI parsing.dashboard.pyandtemplates/dashboard.html: local monitoring UI.
Operational scripts are in scripts/ (setup.sh, start_wda.sh, run_server.sh, test_install.py). Docs and reference assets are in docs/.
Build, Test, and Development Commands
python3 -m venv venv && source venv/bin/activate: create/activate local environment.pip install -e .: install the package in editable mode.pip install -e ".[dev]": install development tools (pytest,pytest-asyncio,ruff)../scripts/setup.sh: one-step prerequisite check + local setup../scripts/start_wda.sh <UDID>: launch WebDriverAgent for a simulator../scripts/run_server.sh: start MCP server from local source.python scripts/test_install.py: smoke test imports, simulator discovery, and WDA health.ruff check .: run lint checks.
Coding Style & Naming Conventions
- Target runtime: Python 3.10+.
- Follow Ruff settings from
pyproject.toml(line-length = 100, rulesE,F,I,W). - Use type hints and
from __future__ import annotationsfor new modules. - Naming:
snake_casefor functions/variables,PascalCasefor classes,UPPER_CASEfor constants. - Keep modules focused; avoid mixing transport, parsing, and simulator orchestration logic in one file.
Testing Guidelines
pytest and pytest-asyncio are configured, but the repository currently uses scripts/test_install.py as the primary verification path.
- Add new tests under
tests/with names liketest_<feature>.py. - Prefer async tests for WDA/simulator flows and keep external dependencies mocked when possible.
- Run
python scripts/test_install.pybefore opening a PR; runpytestwhen test files are present.
Commit & Pull Request Guidelines
Recent history follows Conventional Commit types, often with an emoji prefix (example: ✨ feat: ..., 🐛 fix: ..., ♻️ refactor: ...).
- Keep commit subjects imperative and scoped to one change.
- PRs should include: purpose, key changes, verification steps/commands, and related issue links.
- For dashboard or UI behavior changes, include a screenshot or short recording.
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.
- 7d ago First seen · 43 lines · 616 tokens per session scan A 0d77760e800b
mobile-pilot-mcp AGENTS.md is an instructions file published in the GitHub repository bidouilles/mobile-pilot-mcp (0 stars, last pushed 7mo ago), licensed Apache-2.0. It adds 616 tokens to every session, about $0.0031 per session on Opus 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.
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