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MCP servers tagged swift
445 live MCP servers tagged "swift", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with swift.
Apple Docs MCP
MCP server in Swift for Apple developer documentation: SwiftUI, AppKit, UIKit, the Human Interface Guidelines, and WWDC sessions
Ghost Os
macOS computer use toolkit. Accessibility tree, screenshots, click, type, scroll, recipes. 33 tools over MCP. One install, any AI agent can operate your Mac.
Nova Memory
Private, encrypted on-device memory for macOS: captures what you read, serves it to any LLM over MCP, and finds the loops you left open.
Telescope
A Model Context Protocol (MCP) server that provides web search capabilities to AI agents for cleaning and extracting text content from web pages.
Skills Best Practices
Provide clear guidelines for building, validating, and organizing efficient agent skills with focused context management.
Pixel Agent
Personal AI agent for macOS — chat with Claude/Codex/Gemini side by side, dispatch subagents, see your screen via Set-of-Mark, control everything from iPhone. Native Swift, MCP se…
Macky
Voice assistant in the Mac notch: push-to-talk realtime speech, background sub-agents, MCP integrations. Swift + GPT Realtime.
Swift SDK
Swift reference SDK for ARCP (Agent Runtime Control Protocol).
Hesper
Run Claude Code and Codex agents on every Mac you own, and steer them from one fast native window.
Nook
A private, local-first email client for macOS
Secure MCP
Local MCP server that helps coding agents run defensive, remediation-focused secure code review of source repositories.
Apple Calendar MCP
MCP server for Apple Calendar and Apple Reminders on macOS (EventKit, Swift, no dependencies)
Apple Docs MCP
MCP Server for Apple Developer Documentation
Apple CLI
A local macOS CLI and MCP server for Apple apps.
Serial MCP
Minimal MCP server for non-blocking serial communication with Arduino, ESP32, and other devices
Safari MCP
Native MCP server to drive Safari on macOS — navigate, click, type, run JS, screenshots, computer-use, file upload, and console/network capture. Zero runtime deps.
Basalt
Turn your Mac into a local LLM server: MLX on Metal, OpenAI + Anthropic API + MCP, pure Swift. Point Claude Code at it.
Hydra
Context hydration engine for second brains — turns scattered agent work into a connected Obsidian vault. 100% Swift: SwiftUI app, CLI, and MCP server.
Glint
On-device multimodal search for macOS: photos, video moments, audio, PDFs and docs, by meaning. MLX + EmbeddingGemma 2, with an MCP server for agents.
MCPSafari
MCPSafari: Native Safari MCP Server for AI Agents
Instruments MCP Server
MCP server for Xcode Instruments — AI agents get structured performance profiling (CPU, SwiftUI, memory, hitches) instead of raw xctrace XML
Apple Docs MCP Server
MCP server for semantic search through Apple developer documentation, WWDC transcripts, and code examples. 16K+ documents indexed for AI agents.
kevinswint/xcode-studio-mcp
build, run, screenshot, and interact with iOS Simulator.
Apple Docs
Local Apple developer documentation corpus — CLI, MCP server, and static site generator. 10 sources, tiered search, offline-first.
juergenkoller-software/distill-mcp
use credits, folder monitoring, 9 MCP tools.
juergenkoller-software/nemeton-mcp
native macOS virtual machine manager built on Apples Virtualization.framework. Create/control Linux & macOS VMs (no Parallels, no QEMU), CoW snapshots on APFS, 50+ MCP tools acros…
juergenkoller-software/freezetext-mcp
OCR anything on your Mac screen. Freeze the screen and extract text via Apple Vision (videos, popups, protected PDFs), OCR a region or base64 image, and manage a searchable captur…
juergenkoller-software/pdf-content-search-mcp
text PDF search with Apple Vision OCR across thousands of documents in under a second. Advanced filters (date, category, sender, amount), wildcards, boolean operators.
juergenkoller-software/inkra-mcp
native macOS Markdown editor (SwiftUI + AppKit, not Electron) with live KaTeX/Mermaid preview. 18 MCP tools for document editing, outline navigation, folder browsing, bookmarks, a…
Aru Host
User-owned capability host for Aru: paired devices, computer collaborators, MCP, plugins, jobs and encrypted backup.
Claude Usage Panel
See your Claude Code plan usage everywhere: GNOME top bar, macOS menu bar, a status line under the Claude Code prompt, and a get_usage MCP tool for Claude Code + Cursor. Session,…
Screenread
Your AI agent doesn't need screenshots to read text. ScreenRead gives it the macOS accessibility tree in ~100ms. CLI + MCP server.
ChromaDB Manager
UI App for ChromaDB to build local RAG pipelines. Built for macOS, native Swift. Gives you full control over embedding for RAG.
Ossuno
面向 macOS 的阿里云 OSS 客户端，用访达熟悉的方式浏览、整理、上传和分享对象。
Wildcard
Set which app opens which kind of file on macOS — a whole category at a time. Every change is reviewed before it is applied.
NooberMCP
MCP server for iOS app testing — see inside your running app: network calls, WebSocket frames, logs, storage, screen layout, and API mocking. Works with Claude Code, Cursor, Codex…
Moodish
Mood-based meal planning across web, iOS, and Android — AI recommendations + group ordering, built on the Swiggy MCP
Macpilot MCP
MCP server that lets Claude Code drive macOS apps — screenshots, accessibility tree, clicks, keyboard, and menu bar. Inspired by Lakr233/ComputerUse.
Puck Mac
A macOS desktop pet that is also an AI agent — it walks your screen, and reaches the Mac through its own approval gate.
Claude AI Agents Ios
Claude Code subagents & skills for iOS, Swift & Xcode — evidence-based AI agents for architecture, testing, security, App Store review, and Tuist
Kagaz
Local-first document vault manager for macOS. Names, files and tags your documents by convention — no database, no cloud, no proprietary format. Agent-legible: --json everywhere,…
Che Ntucool MCP
NTU COOL (Canvas LMS) MCP server for macOS — 10 tools. Reads courses, assignments, submissions, announcements, files and roster; posts grades and announcements only behind a two-l…
Lokalite
Local-first secrets manager for macOS. Encrypted vault, menu bar app, CLI, and an MCP server that loads secrets into your coding agent's shell instead of the chat. No cloud, no ac…
Annotate
Let an AI agent draw on your screen — a macOS menu-bar app that gives agents a pen over MCP.
CommandNest
Access desktop AI tools from your menu bar with a lightweight, cross-platform assistant.
Gcf Swift
GCF Swift implementation. 100% LLM comprehension on every frontier model. 50-92% fewer tokens than JSON. 43B+ round-trips verified. Zero dependencies.
Deinitive
iOS simulator memory profiling in two commands, with an MCP server for AI coding agents.
Norma
A native macOS AI assistant that replaces the ChatGPT/Claude ecosystem: chat, a full coding agent, and an orchestrator — running on your own Mac, with your own account.
Agentcontroller
Native app QA automation for AI agents over MCP — drive and test macOS, Windows, and iOS apps in the background, without stealing your focus or cursor
Gitlab MCP Swift
GitLab MCP server written in Swift - Provides GitLab CLI integration for AI assistants via Model Context Protocol