Discover Awesome MCP Servers

Weather MCP Server

Espejo de

JSON to TOON MCP Server

Converts JSON data to TOON (Token-Oriented Object Notation) format and back, reducing token usage by 30-60% for more efficient LLM applications.

Jules MCP Server

Enables orchestration of multiple Jules AI workers for tasks like code generation, bug fixing, and review using the Google Jules API. It features git integration, a shared memory system, and real-time activity monitoring for complex, multi-agent development workflows.

Neon MCP Server

A lightweight Model Control Protocol server that allows agents like Cursor to interface with the Neon database REST API through Cloudflare Workers.

QRadar MCP Server

Bridges LLMs with IBM QRadar SIEM by providing access to over 728 REST API endpoints through four intelligent tool definitions. It enables security analysts to interact with offenses, assets, and rules using natural language while maintaining high token efficiency.

MCP NanoBanana

Enables AI image generation and editing using Google's Nano Banana model via the AceDataCloud API. It supports creating images from text prompts, virtual try-ons, and product placement directly within MCP-compatible clients.

Cloudflare Remote MCP Server

Enables deployment of remote MCP servers on Cloudflare Workers without authentication requirements. Allows custom tool integration and connection from both Cloudflare AI Playground and Claude Desktop through remote proxy.

Letz AI MCP

Un servidor de Protocolo de Contexto de Modelo que permite a Claude generar y mejorar la resolución de imágenes a través de la API de Letz AI, permitiendo a los usuarios crear imágenes directamente dentro de las conversaciones de Claude.

n8n MCP Server

A Model Context Protocol server that allows AI agents to interact with n8n workflows through natural language, enabling workflow management and execution via SSE connections.

LLM Jukebox MCP Server

Enables LLMs to search, download, and extract information from YouTube music videos, converting them to high-quality MP3 files.

AI Scratchpad

Manages a global scratchpad file on your Desktop for tracking interruptions, ideas, tasks, and focus across all projects with secure input validation and rate limiting.

AI Validation MCP Server

Automatically enhances user prompts by applying expert-level prompt engineering techniques tailored to technical, creative, or analytical content types. It provides visual feedback on applied optimizations to ensure higher quality, structured, and more comprehensive AI responses.

PowerPoint Translator MCP Service

Enables translation of PowerPoint presentations to multiple languages using AWS Bedrock models while preserving formatting. Supports 8 languages including Chinese, Japanese, Korean, and major European languages.

MCP Universal DB Client

Enables connecting to and querying multiple database types (PostgreSQL, MySQL, SQLite) through a unified interface. Supports managing multiple concurrent database connections with connection pooling and SQL query execution through MCP tools.

Scanpy-MCP

Provides a natural language interface for scRNA-Seq analysis using the Scanpy library, supporting operations such as data preprocessing, clustering, and visualization. It enables AI agents and clients to perform complex single-cell transcriptomics workflows through the Model Context Protocol.

MSSQL MCP Server

Proporciona capacidades de interacción con bases de datos e inteligencia empresarial, permitiendo a los usuarios ejecutar consultas SQL, analizar datos empresariales y generar automáticamente memorandos de información empresarial para bases de datos de Microsoft SQL Server.

Shortcut MCP

Enables users to save frequently used long prompts as simple shortcuts like /review or /debug. Transform 500-word prompts into 8-character commands across any MCP-compatible platform.

ClipSense MCP Server

Enables AI-powered analysis of mobile app bug videos through screen recordings. Analyzes crashes, UI issues, and unexpected behavior in React Native, iOS, and Android apps to provide root cause identification and code fix suggestions.

Cloudflare Remote MCP Server Template

A template for deploying remote Model Context Protocol servers to Cloudflare Workers without authentication. It enables hosting custom tools via Server-Sent Events for integration with clients like Claude Desktop and the Cloudflare AI Playground.

XcodeMCPWrapper

A Python wrapper that makes Xcode's MCP bridge compatible with strict spec-compliant clients like Cursor by fixing response formatting. It enables AI assistants to build projects, run tests, and query Xcode project data through the Model Context Protocol.

groq-compound-mcp-server

Servidor MCP Beta Compuesto de Groq

Code Mode MCP Server

Executes TypeScript code in a secure sandbox with IPC-bridged access to MCP tools like filesystem operations and network requests.

Workspace Qdrant MCP

Project-scoped semantic workspace memory for AI coding assistants. Watches your project files and auto-indexes code and docs into Qdrant using tree-sitter semantic chunking and hybrid search (dense + sparse + RRF)

Gitingest MCP Server

Gitingest MCP Server

MCP Proxy Server

Un servidor proxy MCP que agrega y sirve múltiples servidores de recursos MCP a través de un único servidor HTTP.

Shortlist MCP Server

Enables users to search for jobs, prefill applications using AI, and automate submissions across major platforms like Lever and Ashby directly from Claude or Cursor. It provides a full suite of tools for managing job queues, profile data, and resumes within a chat interface.

Outlook Assistant

MCP server for Claude to access Outlook data via Microsoft Graph API

Firefly III MCP Server

Enables interaction with Firefly III personal finance management instances via the Firefly III API, deployed as a Cloudflare Worker. It allows AI tools to manage transactions, accounts, budgets, and reporting through natural language.

Remote MCP Server (Authless)

A template for deploying MCP servers to Cloudflare Workers without authentication. Enables custom tool creation that can be accessed remotely from Claude Desktop or the Cloudflare AI Playground via Server-Sent Events.

MCP Git Server

A Model Context Protocol server that enables LLMs to interact with Git repositories, providing tools to read, search, and manipulate Git repositories through commands like status, diff, commit, and branch management.