Awesome MCP Servers

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

A TypeScript-based server for generating images using the Together AI API.

Provides system utilities and tools like IP geolocation, network diagnostics, system monitoring, crypto operations, and QR code generation.

Control and operate TouchDesigner projects with AI agents using the Model Context Protocol.

Executes tox commands to run Python tests with pytest. Requires the TOX_APP_DIR environment variable to be set.

A modular trading automation project using the Zerodha Kite Connect API for tool-based and resource-based automation.

An MCP server for interacting with the Trading Simulator API to simulate trading activities.

A professional trading server with over 26 tools for Bybit API integration.

An MCP server for the transformer.bee service, configurable via environment variables.

Translate JSON i18n files using Google Gemini or local Ollama models, with incremental caching support.

Analyze and transform JavaScript/TypeScript code using the tree-hugger-js library.

Generate 3D models with Tripo AI. Requires the external Tripo AI Blender Addon.

Accesses optimized documentation from the TrueNAS middleware repository to understand its codebase and APIs.

Advanced evaluation tools for AI safety, alignment, and performance using the Trustwise API.

Refactor TypeScript and JavaScript codebases using ts-morph. Supports renaming symbols and files, moving symbols, and searching for references.

An MCP server for the Tulip API, allowing LLMs to interact with the Tulip manufacturing platform's tables, records, machines, and more.

A desktop MCP client for tool integration and cross-vendor LLM API orchestration.

A TypeScript-specialized server providing advanced code manipulation and analysis capabilities.

Migrate JavaScript files to TypeScript with customizable conversion rules.

Provides Typst documentation to MCP clients like Claude Code.

A modern web application prototype built with React, TypeScript, and Material-UI, featuring authentication, internationalization, and Figma integration.

Automate and control Android devices using the UIAutomator2 framework.

Create UI flowcharts from text descriptions.

A lightweight Java framework for building MCP servers with TCP transport via mcp-java-bridge.

A diagram generation server supporting multiple UML and other diagram types, with various output formats. It integrates with rendering services like Kroki and PlantUML.

Generate various UML diagrams from natural language or PlantUML code. Returns PlantUML code, image URLs, and saves diagrams locally.

A server for splitting and extracting parts of OpenAPI specifications using Redocly CLI.

Beautiful HTML and PNG diff visualization using diff2html, designed for filesystem edit_file dry-run output with high-performance Bun runtime.

A Google Apps Script server that unifies Model Context Protocol (MCP) and Agent2Agent (A2A) for Google Workspace users.

An open-source library to connect any LLM to any MCP server, enabling the creation of custom agents with tool access.

A TypeScript library for integrating MCP with tools like LangChain and Zod, providing helpers for schema conversion and event streaming.