Discover Awesome MCP Servers

Materials Project MCP

A tool for querying and analyzing materials data from the Materials Project database using natural language prompts, enabling materials scientists to explore properties, structures, and compositions of materials through conversational interfaces.

Slack MCP Server with SSE Transport

Servidor MCP de Slack con transporte SSE

TestMCP

A Python MCP server that provides a tool called addNumbers for mathematical operations.

MCP Color Converter

A comprehensive toolkit for color conversion, manipulation, and accessibility analysis supporting formats like OkLCH and WCAG compliance. It enables AI agents to manage design systems by generating harmonious palettes, transforming color spaces, and performing contrast checks.

Expo Docs MCP Server

Enables AI-powered semantic search through Expo SDK documentation across multiple versions (v51-v53 and latest), allowing developers to quickly find relevant documentation with configurable similarity scoring.

MCP GitLab Server

Enables comprehensive GitLab integration allowing LLMs to manage projects, issues, merge requests, repository files, CI/CD pipelines, and perform batch operations. Supports advanced features like AI-optimized summaries, smart diffs, and atomic operations with rollback support.

Generate-Prd-Prompt

Mercury Spec Ops MCP Server is a dynamic prompt generation and template assembly tool based on a modular architecture. It is suitable for the interaction between AI assistants and professional content, and supports the dynamic generation of 31 technology stacks, 10 analysis dimensions and 34 templat

Mcpserver

Un servidor MCP de ejemplo.

MCP Atlassian

A Model Context Protocol server for Atlassian Jira and Confluence that supports both Cloud and On-Prem/Data Center deployments. It enables AI assistants to search, create, and manage issues and pages using secure authentication methods like PAT and OAuth.

mcp-calendly

Enables interaction with Calendly to manage event types, scheduled events, and invitees. It provides tools for checking user availability and canceling appointments directly through the Calendly API.

Xiaohongshu MCP Python

A Python implementation of an MCP server for Xiaohongshu that enables AI models to browse feeds, search content, and manage interactions like liking or commenting. It leverages Playwright for browser automation to support account management and content publishing features.

OpenRouter Image MCP Server

Enables AI agents to analyze and understand images using OpenRouter's vision models. Supports screenshots, photos, diagrams, and web content with specialized tools for webpage and mobile app analysis.

MCP RAG Server

Enables retrieval-augmented generation (RAG) by indexing and searching through documents (Markdown, text, PowerPoint, PDF) using vector embeddings with multilingual-e5-large model and PostgreSQL pgvector. Supports contextual chunk retrieval and incremental indexing for efficient document management.

MGnify MCP Server

Enables interaction with MGnify metagenomics resources and tools through the Model Context Protocol. Provides access to MGnify's API for querying and analyzing metagenomic datasets and related biological information.

SQL Server Analysis Services MCP Server by CData

SQL Server Analysis Services MCP Server by CData

Pokemon MCP Server

Enables users to access comprehensive Pokemon data through the PokeAPI, including Pokemon stats, types, descriptions, move details, and complete evolution chains. Allows Claude to answer Pokemon-related questions with detailed information about any Pokemon, their abilities, and evolutionary relationships.

Marketing Master – Landing Page Evaluator

Enables rapid analysis of landing pages for SEO compliance, conversion structure, color contrast accessibility, and performance metrics with automated optimization suggestions and code snippets.

Charts Visualization MCP Server

Enables generation and visualization of bar and pie charts from structured data using FastAPI and Altair. Charts are saved as PNG images and served via REST API endpoints with unique URLs.

vulcan-file-ops

MCP server that gives Claude Desktop and other desktop MCP clients filesystem powers—read, write, edit, and manage files like AI coding assistants.

click-mcp

Convierte CLIs de click en servidores MCP con una línea de código.

GitHub Repository Manager MCP Server

Enables AI assistants to create and delete GitHub repositories with customizable settings through the Model Context Protocol, supporting both public and private repositories with secure token-based authentication.

Rocket.Chat MCP Server

Enables interaction with Rocket.Chat instances through MCP protocol. Allows users to manage chat operations and integrate with Rocket.Chat servers using natural language commands.

NASA MCP Server

Provides standardized access to 20+ NASA data sources including astronomy pictures, Mars rover photos, near-Earth objects, satellite imagery, space weather, and planetary data through a unified interface optimized for AI consumption.

Website to Markdown MCP Server

Fetches website content and converts it to Markdown format with AI-powered content cleanup, ad removal, and full OpenAPI/Swagger specification support for easy processing by AI assistants.

Ubuntu VM Control

Enables AI assistants to interact with Ubuntu VMs via SSH, including executing commands, simulating keyboard/mouse input, capturing screenshots, and controlling GUI applications remotely.

Hello MCP Go 👋

Here are a few ways to translate "mcp server in go" into Spanish, depending on the context: * **Servidor MCP en Go** - This is a direct translation and is generally understood. It's suitable for most technical contexts. * **Servidor MCP implementado en Go** - This emphasizes that the server is *built* or *implemented* using the Go programming language. * **Servidor MCP escrito en Go** - This emphasizes that the server's code is *written* in Go. The best option depends on the specific nuance you want to convey. In most cases, **Servidor MCP en Go** is perfectly adequate.

Tripo3D MCP

A tool integration that wraps Tripo3D API capabilities for 3D model generation, texturing, animation, and format conversion, supporting text/image-to-3D workflows via natural language commands.

webdev-mcp

An MCP server that provides web development tools including taking screenshots of screens, enabling AI agents to capture and analyze visual content during development.