Automation Servers

Enables AI to execute AppleScript code on macOS systems, providing access to applications and system features like Notes, Calendar, Contacts, Messages, and Finder through a lightweight server implementation.

NCP (MCP Orchestrator)

Official

Intelligent orchestration layer that unifies multiple MCP servers into a single gateway with RAG-powered discovery engine for semantic tool routing across diverse services like GitHub, Slack, PostgreSQL, and AWS.

Secure shell command execution server that allows running system commands in a controlled environment through an allowlist system, returning results in YAML format.

Manages MCP server packages within development environments with tools for searching, installing, uninstalling, and health-checking from multiple registries including GitHub and local sources, featuring transactional operations with automatic rollback, environment validation, and audit logging for centralized package lifecycle management.

Enables coding agents to execute long-running shell commands asynchronously with full process management capabilities.

F

Flux (AO & Arweave)

Remote

Integrates with Arweave and AO ecosystems to enable developers to run, create, and test AO code and blueprints using natural language commands without requiring deep technical knowledge of the underlying systems.

Provides a bridge to Android devices through ADB, enabling device management, shell command execution, app installation, screenshot capture, and file transfer across connected Android devices.

Pulumi Infrastructure as Code

Official

Enables infrastructure as code operations with Pulumi, providing tools for querying registry resources and executing CLI commands like preview, deploy, and retrieving stack outputs

Enables AI to automate Microsoft Office applications (Word, Excel, PowerPoint, and more) through COM interfaces in Windows, providing tools for launching programs, manipulating documents, capturing screenshots, and managing files.

Integrates with Facebook's iOS Development Bridge (idb) to enable automated iOS device management, test execution, UI interactions, and app installation through a simple npm module.

Enables remote control of Android phones through ADB commands for making calls, sending texts, taking screenshots, managing contacts, launching apps, and retrieving system information.

Streamlines Android project development by providing automated tools for building, testing, and running instrumented tests through Visual Studio Code extensions, enabling seamless interaction and error reporting.

Provides direct control over Xcode IDE through AppleScript automation for project building, scheme management, hierarchy exploration, and error retrieval with path-based security controls and macOS notification feedback.

Integrates Mineflayer to enable AI control of Minecraft bots for navigation, block manipulation, inventory management, and real-time game state monitoring.

Bridges to the Shopify GraphQL Admin API, enabling product searches, customer information retrieval, order management, and inventory updates without leaving your workflow.

Enables comprehensive Coolify infrastructure management by exposing tools for creating, deploying, and tracking servers, applications, and team resources with robust operational capabilities.

Enables GitHub Actions integration for triggering workflows, fetching action details, and retrieving repository releases through authenticated API interactions

BrowserCat

Official

Enables LLMs to interact with web pages through cloud-based browser automation for navigation, screenshot capture, element interaction, and JavaScript execution without local browser installation.

Chains multiple MCP tools together in sequence, passing results between tools without sending large intermediate data back to the LLM, reducing token usage for complex workflows.

Enables AI to interact with Paperless-NGX document management systems for organizing, searching, and managing document collections through natural language commands.

Integrates with Apple Music on macOS using Python and AppleScript to enable music playback control, library searching, playlist creation, and metadata retrieval.