Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add TiagoDanin/Android-Debug-Bridge-MCP --skill adb-cligit clone --depth 1 https://github.com/TiagoDanin/Android-Debug-Bridge-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/skills/tiagodanin/android-debug-bridge-mcp/adb-cli)<a href="https://agentmods.dev/skills/tiagodanin/android-debug-bridge-mcp/adb-cli"><img src="https://agentmods.dev/badge/skills/tiagodanin/android-debug-bridge-mcp/adb-cli/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/skills/tiagodanin/android-debug-bridge-mcp/adb-cli"><img src="https://agentmods.dev/badge/skills/tiagodanin/android-debug-bridge-mcp/adb-cli.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 2 findings, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high System Prompt Leakage · line 222 Skill contains instructions that could directly expose system prompts, internal rules, or hidden instructions to users or external parties.Fix: Remove any instructions that reveal, print, or output system prompts or internal rules. System instructions should never be exposed to end users.
- medium MCP Rug Pull · line 25 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
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 | $0.00096 | $0.03287 |
| Opus 5.5 | $0.00038 | $0.01315 |
| Sonnet 5.5 | $0.00019 | $0.00657 |
| Haiku 4.5 | $0.00010 | $0.00329 |
Grade B, and why
adb-cli scanned grade B with 1 finding 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.
Asks the agent to reveal its instructionsmediumSystem prompt leakage
Directions to print, repeat or translate the system prompt extract configuration the operator did not intend to expose.
**Answer a fingerprint prompt on an emulator:** How it starts
The opening of the file, as written. The whole thing — 298 lines — stays where its author put it; the contents beside it link to each section on GitHub.
ADB Agent CLI
adb-agent lets you drive a connected Android device or emulator from a normal
shell. It is the terminal half of
Android-Debug-Bridge-MCP
— the MCP server drives the same engine through tool calls instead.
Use the CLI when the flow is a sequence of steps you want to chain in one call, when artifacts should land on disk, or when the same flow has to run in a script or CI job. Use the MCP tools when you want screenshots inline in the conversation.
If adb-agent is not on the PATH, npx -p android-debug-bridge-mcp adb-agent
works anywhere, and node dist/cli/index.js works inside a built checkout.
Start with doctor
adb-agent doctor
Five checks: adb on the PATH, a usable working directory, the screenshot
encoder in use, exactly one device to target, and uiautomator able to dump the
current screen. Every other command depends on those, so fix what it reports
before going further — a red doctor means the failures you see later will be
misleading. It also names the device that unqualified commands will hit, which
is the fastest way to notice you are driving the wrong emulator.
The two rules that matter
1. Read the screen before you act. Never tap coordinates you guessed. Dump the tree, find the element, then act on it:
adb-agent ui find "Sign in" --json
adb-agent ui tap "Sign in"
ui tap re-reads the screen, ranks matches against text, content-description
and resource-id, and taps the best one. It survives layout and resolution
changes in a way fixed coordinates do not.
2. Coordinates are fractions by default. input tap 0.5 0.7 taps the middle
of the lower half on any screen size. Values above 1 are pixels. Force either
reading with --norm or --px.
Command surface
Every command accepts --json, -d/--device <ref> and -q/--quiet. Run
adb-agent <group> --help for the exact usage of a group. --device takes a
full serial, a serial prefix, a transport id or a model name, so
-d pixel and -d emulator-5554 reach the same device.
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 Changed · +80 lines scan A → B 8b9fcce1a1e9
- 2mo ago First seen · 218 lines · 96 tokens per session scan A 73bcf58c3761
adb-cli is a skill published in the GitHub repository TiagoDanin/Android-Debug-Bridge-MCP (38 stars, last pushed 2mo ago), licensed MIT. It adds 96 tokens to every session and 3,287 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it B with 1 finding (asks the agent to reveal its instructions). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
adb-cli compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| adb-cliTiagoDanin/Android-Debug-Bridge-MCP | Skill | 38 | 2mo ago | MIT | B | 96 | Claude Code, Codex |
| developer-device-platform-basicsgoogle/skills | Skill | 22k | yesterday | Apache-2.0 | A | 57 | Claude Code, Codex |
| cameraxandroid/skills | Skill | 10k | yesterday | Apache-2.0 | A | 47 | Claude Code |
| mobile-platform-native-capabilities-integrateforcedotcom/sf-skills | Skill | 1.1k | 2d ago | Apache-2.0 | A | 174 | Claude Code |
| audio-skillzeenie-ai/OpenCompany | Skill | 1.1k | yesterday | MIT | A | 26 | Claude Code |
| bluetooth-skillzeenie-ai/OpenCompany | Skill | 1.1k | yesterday | MIT | A | 21 | Claude Code |
| camera-skillzeenie-ai/OpenCompany | Skill | 1.1k | yesterday | MIT | A | 20 | Claude Code |