Algorithmaide

中文文档

Special thanks to Junge (军哥) for open-sourcing AlgorithmAide.

algorithmaide-mcp is an MCP server for real-device Android reversing workflows. It wraps AlgorithmAide config writes, AppSwitch/logList sync, LSPosed scope sync, Frida script injection, and runtime log queries into a stable MCP toolset.

Upstream And Downloads

• This MCP targets AlgorithmAide Pro (com.junge.algorithmAidePro).
• AlgorithmAide Pro APK: 关注公众号 算法助手Plus 下载 APK。
• LSPosed_mod.zip: please prepare a CLI-enabled LSPosed_mod package for this workflow.
• Magisk APK: please install official Magisk before running this MCP.

Verified Scope

This project is currently verified only on:

• Android 10 (API 29)
• Root with Magisk (su 0 sh -c ... works)
• LSPosed_mod 1.9.3_mod(7296) with CLI enabled
• Device sample: Pixel 4

Important compatibility notes:

• Non-mod LSPosed is currently not supported because CLI is unavailable.
• Other Android versions and environments may work, but you must validate them yourself.
• LSPosed_mod CLI scope updates are already built into this MCP (sync_lsposed_scope and high-level workflow tools).

Before real use, run:

npm run device:preflight -- --target-package <your.package>
npm run device:smoke:suite -- --target-package <your.package>

Quick Start

Clone and install dependencies:

git clone https://github.com/vwww-droid/algorithmaide-mcp.git algorithmaide-mcp
cd algorithmaide-mcp
npm install

Configure mcp profile:

{
  "mcpServers": {
    "algorithmaide": {
      "command": "node",
      "args": [
        "/absolute/path/to/algorithmaide-mcp/bin/algorithmaide-mcp.js"
      ]
    }
  }
}

Common Commands

npm run device:preflight -- --target-package com.mb.hawkeye
npm run device:smoke -- --target-package com.mb.hawkeye
npm run device:smoke:suite -- --target-package com.mb.hawkeye
npm run release:selfcheck
npm test

Build Notes (LSPosed_mod)

If you need reproducible LSPosed_mod builds for this workflow, use the pinned-version one-click script from your companion project:

• /Users/admin/Projects/Reverses/LSPosed_mod/build-last.sh

This script sets Java from .java-version, builds required libxposed artifacts, then runs zipAll, and should produce a usable LSPosed_mod package.

Tool Overview

Frequently used tools:

• read_target_state
• apply_algorithm_aide_config
• add_custom_hooks
• inject_frida_script
• query_agent_logs
• query_frida_logs

Full tool contracts: docs/tool-contracts.md

Documentation

• Getting started: docs/getting-started.md
• Compatibility matrix: docs/compatibility.md
• Troubleshooting: docs/troubleshooting.md
• Examples: examples/README.md
• Architecture: docs/architecture.md

Contributing

Issues and PRs are welcome.

When opening an issue, include:

• Device and system info (Android version, root solution, LSPosed version)
• Target package
• Commands you ran
• JSON output from device:preflight and device:smoke:suite

License

MIT