Comparison
PokeClaw vs thClaws
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.
Markdown twin · PokeClaw alternatives · thClaws alternatives
GraphCanon updated Aug 26, 2026
11views this month
Trust & integrity
| Signal | PokeClaw | thClaws |
|---|---|---|
| Maintenance | Steady (71d since push) As of Aug 12, 2026 · github_public_v1 | Very active (1d since push) As of Aug 26, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Aug 12, 2026 · github_public_v1 | Not a fork · Organization account As of Aug 26, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Aug 2, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- PokeClaw
- first on-device AI for controlling Android phone
- thClaws
- Open-source AI agent harness in native Rust
Stars
- PokeClaw
- 1.0k
- thClaws
- 1.2k
Forks
- PokeClaw
- 141
- thClaws
- 171
Open issues
- PokeClaw
- 32
- thClaws
- 1
Language
- PokeClaw
- Kotlin
- thClaws
- Rust
Adopt for
- PokeClaw
- PokeClaw is an on-device AI solution for Android control, featuring local processing without cloud reliance and powered by Gemma 4.
- thClaws
- 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
- PokeClaw
- -
- thClaws
- -
Runtime
- PokeClaw
- -
- thClaws
- -
License
- PokeClaw
- PokeClaw is distributed under the Apache-2.0 license, allowing for free use in both proprietary and open-source products with attribution.
- thClaws
- Apache-2.0
Last pushed
- PokeClaw
- Jun 2, 2026
- thClaws
- Aug 25, 2026
Categories
- PokeClaw
- AI Agents
- thClaws
- AI Agents, Developer Tools
Trust and health
Maintenance
- PokeClaw
- Steady (60%)
- thClaws
- Very active (96%)
Days since push
- PokeClaw
- 71d
- thClaws
- 1d
Open issues (now)
- PokeClaw
- 32
- thClaws
- 1
Stars delta
- PokeClaw
- Unknown
- thClaws
- +30 (30d)
Open issues delta
- PokeClaw
- Unknown
- thClaws
- 0 (30d)
Full report
- PokeClaw
- Trust report
- thClaws
- Trust report
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.
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.
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 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
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (agents-io/PokeClaw) · observed Aug 12, 2026
- GitHub forks (agents-io/PokeClaw) · observed Aug 12, 2026
- Last push (agents-io/PokeClaw) · observed Jun 2, 2026
- License file (Apache-2.0) · observed Aug 12, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (thClaws/thClaws) · observed Aug 26, 2026
- GitHub forks (thClaws/thClaws) · observed Aug 26, 2026
- Last push (thClaws/thClaws) · observed Aug 25, 2026
- License file (Apache-2.0) · observed Aug 26, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Aug 2, 2026
GitHub stars on cards: PokeClaw 1.0k · thClaws 1.2k (synced Aug 12, 2026).
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 (1,208 vs 1,004). 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 and thClaws alternatives (PokeClaw markdown twin, thClaws markdown twin), 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 mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, PokeClaw or thClaws?
- PokeClaw: Steady. 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; thClaws trust report.