alexeyw

alexeyw/knotwork

An AI agent you build, not just prompt. Local-first Android agent with on-device inference (LiteRT-LM), pipelines you assemble yourself, MCP tool calling, and your confirmation before any risky action.

6 good first / help-wanted issues · Kotlin · last activity Sep 20, 2026

8 stars 1 forks 8 watchers Kotlin Apache License 2.0
ai-agent android automation clean-architecture edge-ai foss gemma hilt-android jetpack-compose kotlin kotlin-android litert litert-lm llm local-first mcp offline-ai on-device-ai privacy
6 Open Issues Need Help Last updated: Sep 20, 2026

Open Issues Need Help

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alexeyw/knotwork
8

An AI agent you build, not just prompt. Local-first Android agent with on-device inference (LiteRT-LM), pipelines you assemble yourself, MCP tool calling, and your confirmation before any risky action.

Kotlin
#ai-agent#android#automation#clean-architecture#edge-ai#foss#gemma#hilt-android#jetpack-compose#kotlin#kotlin-android#litert#litert-lm#llm#local-first#mcp#offline-ai#on-device-ai#privacy
alexeyw/knotwork
8

An AI agent you build, not just prompt. Local-first Android agent with on-device inference (LiteRT-LM), pipelines you assemble yourself, MCP tool calling, and your confirmation before any risky action.

Kotlin
#ai-agent#android#automation#clean-architecture#edge-ai#foss#gemma#hilt-android#jetpack-compose#kotlin#kotlin-android#litert#litert-lm#llm#local-first#mcp#offline-ai#on-device-ai#privacy
alexeyw/knotwork
8

An AI agent you build, not just prompt. Local-first Android agent with on-device inference (LiteRT-LM), pipelines you assemble yourself, MCP tool calling, and your confirmation before any risky action.

Kotlin
#ai-agent#android#automation#clean-architecture#edge-ai#foss#gemma#hilt-android#jetpack-compose#kotlin#kotlin-android#litert#litert-lm#llm#local-first#mcp#offline-ai#on-device-ai#privacy
alexeyw/knotwork
8

An AI agent you build, not just prompt. Local-first Android agent with on-device inference (LiteRT-LM), pipelines you assemble yourself, MCP tool calling, and your confirmation before any risky action.

Kotlin
#ai-agent#android#automation#clean-architecture#edge-ai#foss#gemma#hilt-android#jetpack-compose#kotlin#kotlin-android#litert#litert-lm#llm#local-first#mcp#offline-ai#on-device-ai#privacy
help wanted good first issue
alexeyw/knotwork
8

An AI agent you build, not just prompt. Local-first Android agent with on-device inference (LiteRT-LM), pipelines you assemble yourself, MCP tool calling, and your confirmation before any risky action.

Kotlin
#ai-agent#android#automation#clean-architecture#edge-ai#foss#gemma#hilt-android#jetpack-compose#kotlin#kotlin-android#litert#litert-lm#llm#local-first#mcp#offline-ai#on-device-ai#privacy
enhancement good first issue
alexeyw/knotwork
8

An AI agent you build, not just prompt. Local-first Android agent with on-device inference (LiteRT-LM), pipelines you assemble yourself, MCP tool calling, and your confirmation before any risky action.

Kotlin
#ai-agent#android#automation#clean-architecture#edge-ai#foss#gemma#hilt-android#jetpack-compose#kotlin#kotlin-android#litert#litert-lm#llm#local-first#mcp#offline-ai#on-device-ai#privacy