MCP server providing access to Dash macOS documentation browser for searching and loading API docs.
Key Features: List installed docsets in Dash Search across multiple docsets and snippets Load documentation pages via URLs Native Swift macOS automation MCP — 63 tools: AX, browser, capture, OCR, Spotlight, windows.
Queries NixOS, Home Manager, nix-darwin, Nixvim, and related sources for accurate package and configuration information.
Key Features: Unified search and information queries through the nix tool NixOS package, option, and program lookup Home Manager, nix-darwin, Nixvim, and NVF option browsing 300+ on-device MCP tools for macOS — local AI, voice, vision, browser automation, system control.
MCP server for macOS OCR via FreezeText app using Apple Vision to capture and extract screen text locally.
Key Features: 12 MCP tools for capture, history, and OCR config Local OCR via Apple Vision Framework (no cloud) Supports screen freeze, region OCR, and image OCR Local MCP server to securely store and access API keys using macOS Keychain or encrypted storage on other platforms.
Key Features: Secure storage using macOS Keychain or encrypted files on other platforms CLI for storing, retrieving, listing, and deleting API keys Supports stdio and HTTP/SSE transports with bearer token authentication Windows desktop automation server using UIA, CDP, screenshots, and semantic entity targeting for reliable UI control.
Key Features: Rust-native UIA bridge with 2 ms focus queries and fast UI tree retrieval Set-of-Marks visual fallback for UIA-blind apps using OCR and image diffing Per-action perception guards to prevent wrong-window typing and stale clicks Apple-native execution layer that validates Swift code for AI agents by compiling TypeScript and running Xcode builds and tests.
Key Features: Compiles TypeScript to Swift for Apple platforms Runs Xcode build and test processes locally Performs static analysis integrated with Apple tooling MCP server to query SDKs, frameworks, and dependencies of 12,000+ macOS and Windows desktop apps via Desktop Insights API.
Key Features: Lookup SDKs and dependencies for individual apps Search apps by SDK, runtime, platform, or developer Compare technology stacks side-by-side MCP bridge for controlling native macOS VMs via Nemeton app using Apple's Virtualization.framework.
Key Features: 50+ MCP tools covering VM lifecycle, control, snapshots, console, networking, GUI, and host info Native macOS VM management using Apple's Virtualization.framework (no Parallels/QEMU) Copy-on-write snapshots on APFS for efficient VM state saving Zero-dependency macOS desktop automation for AI agents. 18 tools via MCP. macOS 13+.
Open source Rust crates providing contracts for AI agent context, memory, brief assembly, and receipts.
Key Features: ContextElement and ContextSnapshot modeling and merging Memory trait with session, scope, and write hook support Local SQLite and vector search memory backend