--- title: "PokeClaw vs thClaws" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/agents-io-pokeclaw-vs-thclaws-thclaws" tools: ["agents-io-pokeclaw", "thclaws-thclaws"] --- # PokeClaw vs thClaws *GraphCanon updated Sep 20, 2026* ## Verdict Pick PokeClaw if pokeClaw is an on-device AI solution for Android control, featuring local processing without cloud reliance and powered by Gemma 4; pick thClaws if thClaws is an open-source AI agent harness written in Rust that supports multiple providers and deployment modes including GUI, CLI, headless mode, and webapp from a single binary. [PokeClaw](https://github.com/agents-io/PokeClaw) reports 1.1k GitHub stars, 149 forks, and 43 open issues, last pushed Jun 2, 2026. [thClaws](https://thclaws.ai) has 1.2k stars, 181 forks, and 8 open issues, last pushed Sep 18, 2026. Figures are from public GitHub metadata via [PokeClaw's repository](https://github.com/agents-io/PokeClaw) and [thClaws's repository](https://github.com/thClaws/thClaws). | | [PokeClaw](/tools/agents-io-pokeclaw.md) | [thClaws](/tools/thclaws-thclaws.md) | | --- | --- | --- | | Tagline | first on-device AI for controlling Android phone | Open-source AI agent harness in native Rust | | Stars | 1,059 | 1,224 | | Forks | 149 | 181 | | Open issues | 43 | 8 | | Language | Kotlin | Rust | | Adopt for | PokeClaw is an on-device AI solution for Android control, featuring local processing without cloud reliance and powered by Gemma 4. | thClaws is an open-source AI agent harness written in Rust that supports multiple providers and deployment modes including GUI, CLI, headless mode, and webapp from a single binary. | | Persona | - | - | | Runtime | - | - | | License | PokeClaw is distributed under the Apache-2.0 license, allowing for free use in both proprietary and open-source products with attribution. | Apache-2.0 | | Categories | AI Agents | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [PokeClaw](/tools/agents-io-pokeclaw.md) | [thClaws](/tools/thclaws-thclaws.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Very active (96%) | | Days since push | 109d | 1d | | Open issues (now) | 43 | 8 | | Stars delta | +55 (30d) | +46 (30d) | | Open issues delta | +11 (30d) | +7 (30d) | | Full report | [trust report](/tools/agents-io-pokeclaw/trust.md) | [trust report](/tools/thclaws-thclaws/trust.md) | ## Decision facts: PokeClaw - **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. - **Adopt for:** PokeClaw is an on-device AI solution for Android control, featuring local processing without cloud reliance and powered by Gemma 4. - **License detail:** PokeClaw is distributed under the Apache-2.0 license, allowing for free use in both proprietary and open-source products with attribution. ## Decision facts: thClaws - **Adopt for:** thClaws is an open-source AI agent harness written in Rust that supports multiple providers and deployment modes including GUI, CLI, headless mode, and webapp from a single binary. ## Choose when ### Choose PokeClaw if… - PokeClaw is primarily Kotlin; thClaws is Rust. - Pricing: The core project is free to use thanks to its Apache-2.0 licensing, but potential premium services could unlock more features or support.. - Tags unique to PokeClaw: accessibility, ai-agent, android-automation, local-llm. - You need to control your Android device locally with no internet dependence, as PokeClaw operates fully on-device. ### Choose thClaws if… - thClaws is primarily Rust; PokeClaw is Kotlin. - Tags unique to thClaws: agent-harness, agent-teams, anthropic, claude-code. - Also covers Developer Tools. - thClaws ships Docker support for self-hosted deployment. - When building applications needing seamless integration with various AI models via a flexible platform ## When NOT to use PokeClaw - 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. ## When NOT to use thClaws - Avoid if your project strictly requires non-Rust languages for consistent tech stack alignment - Not suitable for projects demanding real-time performance critical tasks due to Rust's compile time overhead ## Common questions ### What is the difference between PokeClaw and thClaws? PokeClaw: first on-device AI for controlling Android phone. thClaws: Open-source AI agent harness in native Rust. See the comparison table for live GitHub stats and shared categories. ### When should I choose PokeClaw over thClaws? Choose PokeClaw over thClaws when PokeClaw is primarily Kotlin; thClaws is Rust; Pricing: The core project is free to use thanks to its Apache-2.0 licensing, but potential premium services could unlock more features or support.; Tags unique to PokeClaw: accessibility, ai-agent, android-automation, local-llm; You need to control your Android device locally with no internet dependence, as PokeClaw operates fully on-device. ### When should I choose thClaws over PokeClaw? Choose thClaws over PokeClaw when thClaws is primarily Rust; PokeClaw is Kotlin; Tags unique to thClaws: agent-harness, agent-teams, anthropic, claude-code; Also covers Developer Tools; thClaws ships Docker support for self-hosted deployment; When building applications needing seamless integration with various AI models via a flexible platform. ### When should I avoid PokeClaw? 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. ### When should I avoid thClaws? Avoid if your project strictly requires non-Rust languages for consistent tech stack alignment Not suitable for projects demanding real-time performance critical tasks due to Rust's compile time overhead ### Is PokeClaw or thClaws more popular on GitHub? thClaws has more GitHub stars (1,224 vs 1,059). Stars measure visibility, not whether either tool fits your constraints. ### Are PokeClaw and thClaws open source? Yes - both are open-source projects on GitHub (PokeClaw: Apache-2.0, thClaws: Apache-2.0). ### Where can I find alternatives to PokeClaw or thClaws? GraphCanon lists graph-backed alternatives at [PokeClaw alternatives](/tools/agents-io-pokeclaw/alternatives) and [thClaws alternatives](/tools/thclaws-thclaws/alternatives) ([PokeClaw markdown twin](/tools/agents-io-pokeclaw/alternatives.md), [thClaws markdown twin](/tools/thclaws-thclaws/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/agents-io-pokeclaw-vs-thclaws-thclaws.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, PokeClaw or thClaws? PokeClaw: Slowing. thClaws: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for PokeClaw and thClaws? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [PokeClaw trust report](/tools/agents-io-pokeclaw/trust); [thClaws trust report](/tools/thclaws-thclaws/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=agents-io-pokeclaw`](/api/graphcanon/graph?tool=agents-io-pokeclaw) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_