MCP servers tagged on-device-ai

21 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.

live servers

avg trust

most stars

Sentient Os

An on-device LLM understands your entire life, then proactively offers to get your work done through computer use.

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…

★ 4

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.

Droid MCP

SDK for Android — gives local LLMs structured access to phone data (calendar, contacts, SMS, files). Everything stays on device.

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

★ 2

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.