Awesome MCP Servers

Put performance and error data directly in the hands of your AI assistant.

A server for working with IIIF (International Image Interoperability Framework) manifests and images.

Create and validate Ilograph diagrams with access to documentation and guidance.

Fetch and process images from URLs, local file paths, and numpy arrays, returning them as base64-encoded strings.

Generate images from text using the Stable Diffusion WebUI API (ForgeUI/AUTOMATIC-1111).

Generate images from text prompts using the Together AI API.

An MCP server for generating images using the Replicate API and the Flux model.

Generate and save images using the Replicate API.

Generate placeholder images with specified dimensions and colors, and save them to a file path.

An MCP server for AI image generation using OpenAI and Replicate APIs.

Retrieve image dimensions and compress images from URLs or local files using Tinify and Figma APIs.

An MCP server for ImageJ/Fiji, implemented as a Python wrapper for Fiji functions.

Generate images using Google's Imagen 3.0 model via the Gemini API.

ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.

Infer Copy Number Variations (CNVs) from single-cell RNA-Seq data using a natural language interface.

Manage secrets and environment variables with Infisical's official MCP server.

Maintains user context and manages profiles using the Apache Unomi Customer Data Platform.

A 3D model processing server for automatic retopology, simplification, and quality analysis of OBJ/GLB models.

An integrated MCP server combining Azure DevOps, Gmail, Browser, and Gemini AI functionalities on a Node.js server.

Provides interactive user feedback and command execution for AI-assisted development.

An MCP server for interactive user feedback and command execution in AI-assisted development.

An MCP server for AI-assisted development tools like Cursor and Claude, supporting interactive feedback workflows with AI.

Connects to the Intervals.icu API to retrieve activities, events, and wellness data.

A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, versioned docs.

Interact with iOS simulators and devices using Facebook's iOS Development Bridge (idb).

An MCP server to control iOS simulators and real devices, enabling AI assistant integration on macOS.

An iOS mobile automation server using Appium and WebDriverAgent, built with clean architecture and SOLID principles.

An iOS mobile automation server using Appium and WebDriverAgent.

Provides programmatic control over iOS simulators through a standardized interface.

A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by getting information about them, controlling UI interactions, and inspecting UI elements.

Access and control local iTerm2 terminal sessions.