Borrowing it
Nothing to install: this file belongs to manuelsiuro/mcp-android-server-python. 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/manuelsiuro/mcp-android-server-python/main/CLAUDE.mdgit clone --depth 1 https://github.com/manuelsiuro/mcp-android-server-pythonWrote 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/manuelsiuro/mcp-android-server-python/claude-md)<a href="https://agentmods.dev/instructions/manuelsiuro/mcp-android-server-python/claude-md"><img src="https://agentmods.dev/badge/instructions/manuelsiuro/mcp-android-server-python/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/manuelsiuro/mcp-android-server-python/claude-md"><img src="https://agentmods.dev/badge/instructions/manuelsiuro/mcp-android-server-python/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 | $0.09974 | $0.09974 |
| Opus 5.5 | $0.03990 | $0.03990 |
| Sonnet 5.5 | $0.01995 | $0.01995 |
| Haiku 4.5 | $0.00997 | $0.00997 |
Grade A, and why
mcp-android-server-python 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 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 — 1,232 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
Project Overview
MCP Android Agent is an MCP (Model Context Protocol) server for automating Android devices using uiautomator2. It exposes Android device control functionality through MCP tools that can be consumed by AI agents like Claude Desktop, GitHub Copilot Chat, or VS Code agent mode.
Requirements: Python 3.10+ (tested on 3.10, 3.11, 3.12, 3.13)
Development Commands
Environment Setup
Quick Install (Automated):
# Run the installation script (handles everything)
./install.sh
Manual Install:
# Create and activate virtual environment
uv venv
source .venv/bin/activate # On Windows: .venv\Scripts\activate
# Install dependencies (using uv - preferred)
uv pip install -e .
# Or using traditional pip
pip install -r requirements.txt
ADB Configuration
If ADB is not in your system PATH:
- Copy the environment template:
cp .env.example .env
- Edit
.envand configure your Android SDK path:
# Recommended: Set ANDROID_HOME
ANDROID_HOME=/Users/username/Library/Android/sdk
# Alternative: Set direct ADB path
# ADB_PATH=/Users/username/Library/Android/sdk/platform-tools/adb
The server checks for ADB in this order:
ADB_PATHenvironment variable (direct path)ANDROID_HOME/platform-tools/adb- System PATH
Running the Server
Quick Start:
# MCP stdio mode (for Claude Desktop, VS Code)
./start.sh
# HTTP mode (for development/testing)
./start-http.sh
Manual Start:
# Activate virtual environment first
source .venv/bin/activate
# MCP stdio mode (for AI agent integration)
python3 server.py
# HTTP mode with uvicorn (for development/testing)
uvicorn server:app --factory --host 0.0.0.0 --port 8000
Testing
# Run all tests
pytest
# Run with coverage
pytest --cov
# Run specific test file
pytest tests/test_server.py
Code Quality
# Lint and format with ruff
ruff check .
ruff format .
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 · 1,232 lines · 9,974 tokens per session scan A fc25e31fcbc8
mcp-android-server-python CLAUDE.md is an instructions file published in the GitHub repository manuelsiuro/mcp-android-server-python (0 stars, last pushed 1y ago), licensed MIT. It adds 9,974 tokens to every session, about $0.0399 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.
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