Pepper

作者 skwallace36已验证

iOS dynamic library MCP for agents

104
Stars
10
Forks
Swift
语言
2026/8/24
添加时间

⚠️ 第三方软件声明

本 Skill 为第三方开源软件,独立托管于 GitHub。SkillTip 仅为信息目录,不控制或维护底层仓库。所显示的安全检查为自动化且范围有限,安装前请自行审查源码。

阅读服务条款

安装

添加到你的 Claude Code skills 目录:

# Add to your Claude Code skills
git clone https://github.com/skwallace36/Pepper

快速入门

使用 Pepper 等 Skills 的指南。

安全报告

已验证

上次扫描:—

{
  "status": "PASSED",
  "issues": []
}

README.md

Pepper

Pepper gives AI agents eyes and hands inside iOS Simulator apps.

It injects a shared library into any running simulator app — no source changes, no SDK, no build step. Your agent sees the screen as structured data, taps buttons, inspects live objects, intercepts network calls, reads the heap, and debugs layout issues. Dylib injection requires the simulator; device support uses a different mechanism.

https://github.com/user-attachments/assets/42ab3f1b-21f8-48e6-820f-7ca4012fb03b

Claude navigating and inspecting Ice Cubes (Mastodon client) with zero source access.

Works with Claude Code · Cursor · Claude Desktop · any MCP client

Quickstart

Requires macOS 14+, Python 3.10+, and an iOS Simulator runtime.

pip install pepper-ios
pepper-ctl deploy            # inject into the frontmost simulator app
pepper-ctl look              # see what's on screen

Then ask your agent:

"Tap through the onboarding flow and make sure every screen looks right"

That's it. The agent uses Pepper's MCP tools to see, tap, and inspect — no extra config needed.

Other MCP clients (Cursor, Claude Desktop, etc.)
{
  "mcpServers": {
    "pepper": {
      "command": "pepper-mcp"
    }
  }
}
Homebrew
brew install --HEAD skwallace36/pepper/pepper

Tap: skwallace36/homebrew-pepper

What It Does

$ pepper-ctl look
Screen: navigation_stack  (9 interactive, 4 text)

       seg  "Trending"                       → tap text:"Trending"
       btn  "Sheryl Weikal, Right wing tech bros: we love St..."
                                              → tap text:"Sheryl Weikal, Right wing tech bros: we ..."
       seg  "Settings"                       → tap text:"Settings"

$ pepper-ctl tap --text "Settings"
Action: Tapped Settings
Screen: navigation_stack  Title: "Settings"  (15 interactive, 3 text)

       btn  "App Icon"                       → tap text:"App Icon"
       btn  "Display Settings"              → tap text:"Display Settings"
       ...

Every element comes with its tap command. The agent sees the screen, acts, and gets the new state back in one round trip.

Things you can ask your agent

These work against any app — no setup beyond deploy.

"Why is this list empty? Check the network request and see what the API returned"

"What objects are holding a reference to DeviceActuationService? I think it's leaking"

"Switch to dark mode and look for any text that's invisible against the background"

"The login button isn't responding — check the responder chain and see what's intercepting taps"

"Profile the scroll performance on the feed. Is anything hitching?"

"Read what's in the keychain after logout — nothing should be left"

"Turn off the feature flag for new-nav and make sure the old flow still works"

View hierarchy, network interception, heap inspection, console capture, crash logs, performance profiling, accessibility audits, constraint debugging, keychain/UserDefaults/CoreData access, locale and orientation control, feature flags, push notifications — 60+ tools in total. Parameter docs are built into every tool; your MCP client surfaces them automatically.

How It Works

Pepper uses macOS's dynamic linker (DYLD_INSERT_LIBRARIES) to load a dylib into the simulator process at launch. The dylib starts a WebSocket server on a local port. pepper-mcp connects to that WebSocket and translates MCP tool calls into commands executed inside the app.

Because it runs in-process, Pepper has access to the full view hierarchy, the ObjC runtime, live object graphs, network delegates, and the HID event system. All touch input goes through native input events (IOHIDEvent) — the same path real fingers take. No private APIs, no entitlements — just dyld.

Development

dylib/DYLIB.md — architecture and adding commands · tools/TOOLS.md — MCP tool layer · docs/TROUBLESHOOTING.md — common issues

常见问题

What is Pepper?

Pepper is an open-source ai agents skill for AI coding assistants such as Claude Code, Codex CLI, and ChatGPT, built by skwallace36. iOS dynamic library MCP for agents. It has 104 GitHub stars.

Is Pepper safe to use?

Yes. Pepper passed SkillsLLM's automated security scan — a dependency vulnerability audit plus prompt-injection heuristics — with no high-severity issues. You can read the full report in the Security Report section on this page.

How do I install Pepper?

Clone the repository with "git clone https://github.com/skwallace36/Pepper" and add it to your Claude Code skills directory (see the Installation section above).

What programming language is Pepper written in?

Pepper is primarily written in Swift. It is open-source under skwallace36 on GitHub, so you can review or fork the full source.

Are there alternatives to Pepper?

Yes. SkillsLLM lists many other AI Agents skills you can browse and compare side by side. Open the AI Agents category from the badge at the top of this page, or use the Related Skills and comparison links further down to weigh Pepper against similar tools.

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