Has anyone managed to run an offline agent (OpenClaw or similar) with a local LLM on Android?
Reddit r/LocalLLaMA / 3/27/2026
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Key Points
- A Reddit user is testing local LLMs on Android (via Termux and apps like MNN Chat) and wants an offline “agent layer” similar to OpenClaw, fully local with no cloud/API access.
- They can already run GGUF local models and log inputs/outputs to SQLite, but they lack true agent capabilities like tool use, chaining, and persistent/local memory.
- The main challenge they highlight is that most agent frameworks are desktop- or Python-environment dependent, which is difficult on mobile Android.
- They’re asking the community whether anyone has successfully run offline agents on-device, what lightweight agent frameworks work in Termux, and any hacky workarounds—especially for tool calling and automation loops.
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