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PokeClaw

agents-io/PokeClaw

first on-device AI for controlling Android phone

GitHub

GraphCanon updated Aug 12, 2026 · GitHub synced Aug 12, 2026

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1.0k stars141 forksLast push Jun 2, 2026 Kotlin Apache-2.0

Decision brief

PokeClaw is an on-device AI solution for Android control, featuring local processing without cloud reliance and powered by Gemma 4.

Good fit when

You need to control your Android device locally with no internet dependence, as PokeClaw operates fully on-device.
Local data processing is a priority due to privacy reasons or restrictions where cloud services are not an acceptable solution.

Avoid when

Your use case requires the scalability and power of cloud-based AI services that can support high computational tasks beyond local device capabilities.
You need frequent updates and maintenance that typically come from maintaining cloud services; PokeClaw operates independently but may see less rapid feature upgrades.

Pricing:: freemium - The core project is free to use thanks to its Apache-2.0 licensing, but potential premium services could unlock more features or support.

Observed Jul 17, 2026 · Source: enrich:decision_facts

PokeClaw alternatives Trust report

Verify the decision

Maintenance and security

Full trust report

Maintenance: Steady (71d since push); As of Aug 12, 2026
Provenance: Not a fork · Organization account; As of Aug 12, 2026
Security (OSV): No lockfile; As of Jul 15, 2026

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

git clone https://github.com/agents-io/PokeClaw

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Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

PokeClaw is an open-source project providing an on-device AI to control Android devices locally without cloud reliance.

Capability facts

Languages: kotlin
Source: github.language · Aug 12, 2026

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Sep 19, 2026)

- DroidRun/Mobilerun local/open-source runs the agent loop in a Python CLI/container on a host machine and talks to a Portal APK through ADB/port forwa

Source link

README

Deployment Positioning There are already strong mobile agent frameworks for developers, benchmarks, and cloud/desktop controlled devices. DroidRun/Mobilerun, minitap/mobile use, Mobile Agent, and AppAgent style systems are useful references, especially for planning, UI observatio...

For agents

This page has a .md twin and JSON over the API.

/tools/agents-io-pokeclaw.md GET /api/graphcanon/tools/agents-io-pokeclaw GET /api/graphcanon/graph?tool=agents-io-pokeclaw