Automation Servers

Provides workflow management and automation through step-by-step execution with branching logic, conditional operations, template variables, and state persistence for complex multi-step processes like code reviews and data pipelines.

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.

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.

GoLogin

Official

Manage your GoLogin browser profiles and automation directly through AI conversations. This MCP server connects to the GoLogin API, letting you create, configure, and control browser profiles using natural language.

Provides Xcode-related command-line tools to enables project inspection, building, testing, archiving, code signing, and Xcode simulator management through natural language commands.

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

astro-airflow-mcp

Official

An MCP server that enables AI assistants to interact with Apache Airflow's REST API for DAG management, task monitoring, and system diagnostics. It provides comprehensive tools for triggering workflows, retrieving logs, and inspecting system health across Airflow 2.x and 3.x versions.

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

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.

Enables programmatic reading and searching of IDA Pro databases via large language models, providing tools for reverse engineering and binary analysis automation.

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

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.

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

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

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.

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

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.

Integrates with XiaoHongShu (Little Red Book) through browser automation to enable authentication, content discovery, social interaction, and publishing with support for images and videos.

Enables desktop automation through mouse control, keyboard input, screenshots, OCR, and window management for direct interaction with graphical user interfaces

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