--- title: "PokeClaw vs anything-llm" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/agents-io-pokeclaw-vs-mintplex-labs-anything-llm" tools: ["agents-io-pokeclaw", "mintplex-labs-anything-llm"] --- # PokeClaw vs anything-llm *GraphCanon updated Jul 15, 2026* ## Verdict Pick PokeClaw when pokeClaw is primarily Kotlin; anything-llm is JavaScript; pick anything-llm when anything-llm is primarily JavaScript; PokeClaw is Kotlin. [PokeClaw](https://github.com/agents-io/PokeClaw) reports 961 GitHub stars, 132 forks, and 25 open issues, last pushed Jun 2, 2026. [anything-llm](https://anythingllm.com) has 63k stars, 6.9k forks, and 317 open issues, last pushed Jul 15, 2026. Figures are from public GitHub metadata via [PokeClaw's repository](https://github.com/agents-io/PokeClaw) and [anything-llm's repository](https://github.com/Mintplex-Labs/anything-llm). | | [PokeClaw](/tools/agents-io-pokeclaw.md) | [anything-llm](/tools/mintplex-labs-anything-llm.md) | | --- | --- | --- | | Tagline | PokeClaw (PocketClaw), first on-device AI that controls your Android phone. Gemma 4, no cloud, no API key. Poke is short for Pocket. | Self-hosted agent experience with deployment scripts for multiple environments | | Stars | 961 | 63,345 | | Forks | 132 | 6,931 | | Open issues | 25 | 317 | | Language | Kotlin | JavaScript | | Adopt for | - | Self-hosted AI agent experience with robust deployment scripts across multiple environments. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT | | Categories | AI Agents, LLM Frameworks | AI Agents, Inference & Serving | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [PokeClaw](/tools/agents-io-pokeclaw.md) | [anything-llm](/tools/mintplex-labs-anything-llm.md) | | --- | --- | --- | | Maintenance | Steady (60%) | Very active (96%) | | Days since push | 43d | 0d | | Open issues (now) | 25 | 317 | | Full report | [trust report](/tools/agents-io-pokeclaw/trust.md) | [trust report](/tools/mintplex-labs-anything-llm/trust.md) | ## Decision facts: anything-llm - **Adopt for:** Self-hosted AI agent experience with robust deployment scripts across multiple environments. ## Choose when ### Choose PokeClaw if… - PokeClaw is primarily Kotlin; anything-llm is JavaScript. - License: PokeClaw is Apache-2.0, anything-llm is MIT. - Tags unique to PokeClaw: accessibility, ai-agent, android-automation, gemma4. - Also covers LLM Frameworks. ### Choose anything-llm if… - anything-llm is primarily JavaScript; PokeClaw is Kotlin. - License: anything-llm is MIT, PokeClaw is Apache-2.0. - Tags unique to anything-llm: agent-computer, agent-harness, agentic-ai, llm. - Also covers Inference & Serving. - When you need flexibility in deploying your AI agents on various cloud platforms like AWS, GCP, Digital Ocean, and more. ## When NOT to use PokeClaw - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## When NOT to use anything-llm - Avoid if you require an agent without additional setup or prefer SaaS solutions over self-managed deployments. - Not suitable for users who are looking for no-code alternatives as setting up AnythingLLM might necessitate some coding knowledge despite offering multiple scripts and methods. ## Common questions ### What is the difference between PokeClaw and anything-llm? PokeClaw: PokeClaw (PocketClaw), first on-device AI that controls your Android phone. Gemma 4, no cloud, no API key. Poke is short for Pocket.. anything-llm: Self-hosted agent experience with deployment scripts for multiple environments. See the comparison table for live GitHub stats and shared categories. ### When should I choose PokeClaw over anything-llm? Choose PokeClaw over anything-llm when PokeClaw is primarily Kotlin; anything-llm is JavaScript; License: PokeClaw is Apache-2.0, anything-llm is MIT; Tags unique to PokeClaw: accessibility, ai-agent, android-automation, gemma4; Also covers LLM Frameworks. ### When should I choose anything-llm over PokeClaw? Choose anything-llm over PokeClaw when anything-llm is primarily JavaScript; PokeClaw is Kotlin; License: anything-llm is MIT, PokeClaw is Apache-2.0; Tags unique to anything-llm: agent-computer, agent-harness, agentic-ai, llm; Also covers Inference & Serving; When you need flexibility in deploying your AI agents on various cloud platforms like AWS, GCP, Digital Ocean, and more. ### When should I avoid PokeClaw? AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### When should I avoid anything-llm? Avoid if you require an agent without additional setup or prefer SaaS solutions over self-managed deployments. Not suitable for users who are looking for no-code alternatives as setting up AnythingLLM might necessitate some coding knowledge despite offering multiple scripts and methods. ### Is PokeClaw or anything-llm more popular on GitHub? anything-llm has more GitHub stars (63,345 vs 961). Stars measure visibility, not whether either tool fits your constraints. ### Are PokeClaw and anything-llm open source? Yes - both are open-source projects on GitHub (PokeClaw: Apache-2.0, anything-llm: MIT). ### Where can I find alternatives to PokeClaw or anything-llm? GraphCanon lists graph-backed alternatives at [PokeClaw alternatives](/tools/agents-io-pokeclaw/alternatives) and [anything-llm alternatives](/tools/mintplex-labs-anything-llm/alternatives) ([PokeClaw markdown twin](/tools/agents-io-pokeclaw/alternatives.md), [anything-llm markdown twin](/tools/mintplex-labs-anything-llm/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-mintplex-labs-anything-llm.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, PokeClaw or anything-llm? PokeClaw: Steady. anything-llm: 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 anything-llm? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [PokeClaw trust report](/tools/agents-io-pokeclaw/trust); [anything-llm trust report](/tools/mintplex-labs-anything-llm/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/_