--- title: "PokeClaw vs OmniBot" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/agents-io-pokeclaw-vs-omnimind-ai-omnibot" tools: ["agents-io-pokeclaw", "omnimind-ai-omnibot"] --- # PokeClaw vs OmniBot *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 OmniBot if omniBot is an on-phone AI agent for Android devices built with Dart, designed to perform terminal operations and execute various tasks locally. [PokeClaw](https://github.com/agents-io/PokeClaw) reports 1.1k GitHub stars, 149 forks, and 43 open issues, last pushed Jun 2, 2026. [OmniBot](https://omnibot.omnimind.com.cn) has 2.0k stars, 143 forks, and 24 open issues, last pushed Sep 18, 2026. Figures are from public GitHub metadata via [PokeClaw's repository](https://github.com/agents-io/PokeClaw) and [OmniBot's repository](https://github.com/omnimind-ai/OmniBot). | | [PokeClaw](/tools/agents-io-pokeclaw.md) | [OmniBot](/tools/omnimind-ai-omnibot.md) | | --- | --- | --- | | Tagline | first on-device AI for controlling Android phone | Your on-phone AI Agent capable of operating terminals and performing various tasks in Android | | Stars | 1,059 | 2,001 | | Forks | 149 | 143 | | Open issues | 43 | 24 | | Language | Kotlin | Dart | | Adopt for | PokeClaw is an on-device AI solution for Android control, featuring local processing without cloud reliance and powered by Gemma 4. | OmniBot is an on-phone AI agent for Android devices built with Dart, designed to perform terminal operations and execute various tasks locally. | | 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. | OmniBot operates under a license other than the open-source standard, limiting its free modification and distribution compared to tools with more permissive licenses. | | 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) | [OmniBot](/tools/omnimind-ai-omnibot.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Very active (96%) | | Days since push | 109d | 1d | | Open issues (now) | 43 | 24 | | Stars delta | +55 (30d) | +76 (30d) | | Open issues delta | +11 (30d) | +6 (30d) | | Full report | [trust report](/tools/agents-io-pokeclaw/trust.md) | [trust report](/tools/omnimind-ai-omnibot/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: OmniBot - **Pricing:** unknown - The pricing model for OmniBot is not specified. - **Adopt for:** OmniBot is an on-phone AI agent for Android devices built with Dart, designed to perform terminal operations and execute various tasks locally. - **License detail:** OmniBot operates under a license other than the open-source standard, limiting its free modification and distribution compared to tools with more permissive licenses. ## Choose when ### Choose PokeClaw if… - PokeClaw is primarily Kotlin; OmniBot is Dart. - License: PokeClaw is Apache-2.0, OmniBot is Other. - 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 OmniBot if… - OmniBot is primarily Dart; PokeClaw is Kotlin. - License: OmniBot is Other, PokeClaw is Apache-2.0. - Pricing: The pricing model for OmniBot is not specified.. - Tags unique to OmniBot: agent, ai, android, automation. - Also covers Developer Tools. - When you need an all-in-one solution that can handle a wide range of tasks directly from your Android device without relying on cloud services. ## 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 OmniBot - If you require cross-platform support beyond Android; OmniBot is exclusively built for Android terminals. - In scenarios where tasks need to be performed in real-time with guaranteed low latency that cannot be provided by an on-device AI due to hardware constraints of mobile phones. ## Common questions ### What is the difference between PokeClaw and OmniBot? PokeClaw: first on-device AI for controlling Android phone. OmniBot: Your on-phone AI Agent capable of operating terminals and performing various tasks in Android. See the comparison table for live GitHub stats and shared categories. ### When should I choose PokeClaw over OmniBot? Choose PokeClaw over OmniBot when PokeClaw is primarily Kotlin; OmniBot is Dart; License: PokeClaw is Apache-2.0, OmniBot is Other; 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 OmniBot over PokeClaw? Choose OmniBot over PokeClaw when OmniBot is primarily Dart; PokeClaw is Kotlin; License: OmniBot is Other, PokeClaw is Apache-2.0; Pricing: The pricing model for OmniBot is not specified.; Tags unique to OmniBot: agent, ai, android, automation; Also covers Developer Tools; When you need an all-in-one solution that can handle a wide range of tasks directly from your Android device without relying on cloud services. ### 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 OmniBot? If you require cross-platform support beyond Android; OmniBot is exclusively built for Android terminals. In scenarios where tasks need to be performed in real-time with guaranteed low latency that cannot be provided by an on-device AI due to hardware constraints of mobile phones. ### Is PokeClaw or OmniBot more popular on GitHub? OmniBot has more GitHub stars (2,001 vs 1,059). Stars measure visibility, not whether either tool fits your constraints. ### Are PokeClaw and OmniBot open source? Yes - both are open-source projects on GitHub (PokeClaw: Apache-2.0, OmniBot: Other). ### Where can I find alternatives to PokeClaw or OmniBot? GraphCanon lists graph-backed alternatives at [PokeClaw alternatives](/tools/agents-io-pokeclaw/alternatives) and [OmniBot alternatives](/tools/omnimind-ai-omnibot/alternatives) ([PokeClaw markdown twin](/tools/agents-io-pokeclaw/alternatives.md), [OmniBot markdown twin](/tools/omnimind-ai-omnibot/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-omnimind-ai-omnibot.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, PokeClaw or OmniBot? PokeClaw: Slowing. OmniBot: 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 OmniBot? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [PokeClaw trust report](/tools/agents-io-pokeclaw/trust); [OmniBot trust report](/tools/omnimind-ai-omnibot/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/_