No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →
by Siddhesh2377 · LLM Plugin · ★ 461
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
🔒 Is ToolNeuron safe to install? View the security audit →
ToolNeuron On-device AI for Android. No Google Play services, no telemetry, no cloud. Models, chats, RAG documents, and key material stay on the phone. The point isn't to clone ChatGPT into your pocket. It's to give you a chat surface, a RAG pipeline, a voice loop, and a plugin runtime that all run with the radio off if you want them to. Play Store · Repo · Releases · Issues · Discord What it does Chat against any compatible GGUF model. Streaming output, multi-turn, optional thinking mode, per-turn tok/s + TTFT + peak-memory metrics. Vision via colocated projector files. Image bytes cross AIDL as PFDs, never . RAG over PDF, DOCX, XLSX, PPTX, ODT, EPUB, RTF, MD, HTML, JSON, XML, CSV, TXT. Source bytes are content-addressed; re-attach a doc to any chat from the picker. Voice through sherpa-onnx. Streaming TTS that chunks by sentence, tap-to-toggle STT. VITS / Piper / Whisper all work. HTTP server in its own process. OpenAI-shaped endpoints, bearer-token auth, rate limit, audit log. Material 3 web UI bundled at . HuggingFace browse — full-screen explorer with the filters that matter (pipeline tag, library, p
| Stars | 461 |
| Forks | 59 |
| Language | Kotlin |
| Category | LLM Plugin |
| License | MIT |
| Quality Score | 69.9651342357576/100 |
| Open Issues | 22 |
| Last Updated | 2026-05-18 |
| Created | 2025-05-29 |
| Est. Tokens | ~77984k |
Looking for a ToolNeuron alternative? If you're comparing ToolNeuron with other llm plugin tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.
Jetpack Compose Agent Skill — AI-powered coding guidance with actual androidx/androidx source code receipts. W
Compose Skill (Compose Kit): agent skills for Jetpack Compose & Compose Multiplatform. Makes Claude Code, Code
The self-hosted AI studio: local video, image, music, voice, LoRA training, coding swarms, RAG and screen agen
🤖 Visual AI agent workflow automation platform with local LLM integration - build intelligent workflows using
Memory that learns what works.
A Python framework for self-hosted LLM tool-calling and multi-step agentic workflows
Explore other popular llm plugin tools:
ToolNeuron is On-device AI for Android — LLM chat (GGUF/llama.cpp), vision models (VLM), image generation (Stable Diffusion), tool calling, AI personas, RAG knowledge packs, TTS/STT. Fully offline, zero subscriptio. It is categorized as a LLM Plugin with 461 GitHub stars.
ToolNeuron is primarily written in Kotlin. It covers topics such as ai-personas, android, gguf-models.
You can find installation instructions and usage details in the ToolNeuron GitHub repository at github.com/Siddhesh2377/ToolNeuron. The project has 461 stars and 59 forks, indicating an active community.
ToolNeuron is released under the MIT license, making it free to use and modify according to the license terms.
The top alternatives to ToolNeuron on Agent Skills Hub include compose-skill, compose-skill, guaardvark. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.
Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.
The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.
Sources & who's responsible: