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MCP servers tagged on-device-ai
47 live MCP servers tagged "on-device-ai", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with on-device-ai.
Localmind
A mobile application designed to provide a beautiful, fast, and privacy-respecting interface for on device LLM and local LLM servers and cloud providers
Sentient Os
An on-device LLM understands your entire life, then proactively offers to get your work done through computer use.
Rikkahub Agent Pure
RikkaHub Agent · Pure — an Android AI agent that survives long runs. Independent hardening pass on the rikkahub on-device agent: usage ledger & budgets, on-demand tools, expert su…
Ghost
The Private Agent OS — search files, run AI agents, connect to 10,000+ tools via the complete protocol stack (MCP, AG-UI, A2UI, A2A). Zero cloud. Zero telemetry. On-device inferen…
AAOSP
[Archived] AAOSP, predecessor to JibarOS. Early experiment in OS-level on-device AI (MCP + local LLM on Android 15). See JibarOS for the active project.
CubicLM
CubicLM is a unified cross-platform AI workspace with local GPU acceleration (GGUF, LiteRT-LM). Supports on-device image generation, 23+ cloud APIs, local memory, and an embedded…
Aria
Swift agent runtime for Apple platforms. Keeps tools, skills and history inside the 4,096-token on-device window, so connecting an MCP server doesn't break the turn. FoundationMod…
AgentRunKit
Lightweight Swift 6 framework for building LLM-powered agents — cloud + on-device inference via MLX on Apple Silicon
Flutter AI Labs
A curated collection of LLM-powered Flutter apps built using RAG, AI Agents, Multi-Agent Systems, MCP, and Voice Agents.
AAOSP
Agentic Android Open Source Project (AAOSP) — Android fork with native LLM system service, MCP-aware apps, and an agent-driven launcher. On-device Qwen 2.5 via llama.cpp. Apps dec…
Napaxi
Mobile-native agent SDK for building on-device AI agents with sandboxed execution, extensible tools, and x-app / x-agent / x-channel connectivity.
Apfel Run
Tiny UNIX wrapper giving apfel a persistent MCP registry with enable/disable semantics via a plain text config file
apple-fm-mcp
MCP server for Apple on-device Foundation Models
Imagegen Mac
Local AI image generation for Mac. Run Qwen-Image 2.1 on Apple Silicon, offline and private, with a built-in MCP server for Claude Code and AI agents.
Intents
Intents is a native macOS workbench for evaluating Apple's on-device Foundation Models.
Coreai Onnx
Convert ONNX models to Apple Core AI (.aimodel) for on-device inference on Apple silicon. 143 op lowerings, precision checks, Python API, CLI, and MCP.
Android MCP Server
A secure native Android MCP server: use phone capabilities through MCP without a computer, ADB, or cloud backend.
Aria
Swift agent runtime for Apple platforms. Keeps tools, skills and history inside the 4,096-token on-device window, so connecting an MCP server doesn't break the turn. FoundationMod…
NeuralForge
Fine-tune large language models on local hardware using a web interface with QLoRA training and GGUF export support.
Index One Landing Page
Free, local-first meeting notes for macOS. IndexOne records your calls, transcribes them on-device with Whisper, writes structured Markdown notes into your Obsidian vault and answ…
SkyVision.cpp
Multi-backend GGUF vision-language inference engine (moondream3.1 · VideoChat3 · Qwen2.5-VL · MOSS-VL · VideoMAE/ViViT · SmolVLM) with a unified CLI, Web UI and an MCP server for…
Manifold
Native macOS app for governing what Claude and Codex can see. File-by-file permissions, version history, AI-usage audit log, on-device PII redaction using OpenAI privacy filter on…
Apple Fm MCP
MCP server for Apple on-device Foundation Models
Basalt
Turn your Mac into a local LLM server: MLX on Metal, OpenAI + Anthropic API + MCP, pure Swift. Point Claude Code at it.
Foundation Eval Labs
A native macOS evaluation workbench for Apple's Foundation Models.
Mimir Ios
Mimir - local-first AI client for iOS 26. SwiftUI + Liquid Glass, on-device voice, local vector memory, MCP tools, App Intents.
TextWren
Translate, fix grammar and dictate in any macOS app. ⌘C twice for a popup, fn⌃ to talk; cloud models or fully on-device.
Adversaria
A meeting notetaker that runs entirely on your own machine. No bot joins the call, nothing is uploaded, and the recording is deleted once it's transcribed. macOS · MIT.
Contxt
Portable, privacy-first AI context layer & MCP server. Classifies personal data on-device via fine-tuned Gemma 3 & WebGPU, keeping private data offline.
Tylluan
Sovereign cognitive substrate for AI agents
Otis
Local macOS meeting transcriber: dual-stream audio capture, on-device Whisper, Claude/MCP integration. No cloud
Basalt
Turn your Mac into a local LLM server: MLX on Metal, OpenAI + Anthropic API + MCP, pure Swift. Point Claude Code at it.
M1K3
Your AI. Your Mac. Nothing leaves. On-device AI companion for macOS — MLX inference, live voice, knowledge graph + RAG, and an MCP server.
Agentic Voice
Local, on-device voice notifications for coding agents (Claude Code, Codex CLI) — MCP tool, CLI, and lifecycle hooks backed by a local TTS bridge.
Swift Mlx Forge
Native Apple Silicon AI workbench for local MLX/GGUF models, adjustable reasoning, visual agent graphs, MCP, and an OpenAI-compatible API.
Cherry Internet Browser
A macOS browser with an on-device model that reads the page you are on, an MCP server so Claude Code and Codex can drive it, and a cat who lives on your pages.
Swift Agent SDK
Typed, model-agnostic LLM agents in Swift — a pydantic-ai port built on Apple FoundationModels. Anthropic Claude, OpenAI, Google Gemini, and on-device, with tools, structured outp…
Bouclier AI
Open-source, certificate-free prompt-injection monitor and optional blocker for macOS AI coding agents — on-device detection; no accounts or passive app telemetry.
CareAid AI
Built for The Infinity AI BuildFest 2026 by Team MindMatrix
Astar
✦ Screen-aware AI voice assistant for macOS — sees your screen, acts on your Mac, talks back. Local-first (on-device OCR + Whisper), 5-provider auto-fallback brain, MCP tool suppo…
On Mobile Workshop
MCP on Mobile — workshop from MCP Dev Summit Seoul 2026. An on-device agent whose tool list is half local and half remote MCP, and a phone that becomes an MCP server itself.
Caix
caix — native Apple Core AI inference server for Apple silicon (beta): OpenAI/Anthropic API, dashboard, streaming chat with tools/skills/MCP, MTP speculative decoding.
Pippin MCP
Apple's on-device AI (Vision, NaturalLanguage, Translation, Apple Intelligence) exposed as an MCP server. macOS 26+.
Groundingkit MCP
MCP server exposing GroundingKit's VLM-based screen-region grounding to MCP-compatible AI agents. Native Swift, Apple Silicon, single ground_region tool.
Apple Fm Bridge
Access Apple's on-device Foundation Models via a CLI, an MCP server, and Apple Shortcuts
Gomoku Arena
A gomoku board any player can sit at — you, a search algorithm, a model, or an agent over MCP. Free-style and renju, bring your own key, every decision shown.
Mostik
Free, open-source dictation for macOS that spells your code right. On-device speech recognition, a glossary from your repo, meeting recording with speakers, CLI and MCP for coding…