Discover Awesome MCP Servers

BYOB MCP Server

Enables AI agents to dynamically discover and invoke containerized tools that can be registered at runtime without redeployment. Built on Cloudflare Workers with scale-to-zero containers for secure, isolated tool execution.

GSAP-Animation-Generate

A comprehensive GSAP animation generation tool that offers AI-driven intent analysis, full API coverage, and production-ready animation modes, helping developers quickly create high-performance animations.

Composer Package README MCP Server

Enables AI assistants to fetch README content, package metadata, dependencies, and search Composer/PHP packages from Packagist with smart caching and GitHub integration.

CV Recruitment Assistant

Provides digitally-signed access to Brayan Smith Cordova Tasayco's CV data through 15 specialized tools for candidate evaluation, technical skills assessment, job matching, and portfolio analysis.

MCP Server Mermaid

MCP Server Mermaid

GraphQL Schema

Um servidor MCP que expõe informações de esquema GraphQL para LLMs (Modelos de Linguagem Grandes) como o Claude. Este servidor permite que um LLM explore e compreenda grandes esquemas GraphQL através de um conjunto de ferramentas especializadas, sem a necessidade de carregar o esquema inteiro no contexto.

Memphora

Adds persistent memory to AI assistants by connecting to the Memphora cloud platform, allowing them to store and recall facts across conversations. It enables tools for searching memories, extracting insights, and maintaining long-term user context and preferences.

Nipoppy MCP Server

An interface for the Nipoppy neuroimaging framework that enables AI agents to list files and manage clinical datasets. It facilitates interaction with neuroimaging data organized according to the Brain Imaging Data Structure (BIDS) standard.

Math MCP Server

Enables basic arithmetic operations (addition, subtraction, multiplication, division) with 64-bit precision and matrix multiplication capabilities. Provides mathematical computation tools for AI assistants through the Model Context Protocol.

Deep Code Reasoning MCP Server

Pairs Claude Code with Google's Gemini AI for complementary code analysis, enabling intelligent routing where Claude handles local-context operations while Gemini leverages its 1M token context for distributed system debugging and long-trace analysis.

Tox Testing MCP Server

Um servidor MCP que executa comandos tox para rodar testes Python dentro de um projeto usando pytest, permitindo que usuários executem todos os testes ou grupos de testes, arquivos, casos ou diretórios específicos.

qweather-mcp

qweather mcp (This doesn't need translation as it's likely a product or service name)

EdgarTools MCP

Enables LLMs to download, parse, and analyze SEC EDGAR filings, including 10-K/Q reports, XBRL financial statements, and insider trading data. It provides structured access to institutional holdings, corporate events, and financial facts for comprehensive investment research.

Rendi MCP Server

Enables cloud-based FFmpeg video and audio processing through the Rendi API, allowing AI assistants to convert, edit, and manipulate media files without local FFmpeg installation.

Codebase Contextifier 9000

Enables semantic code search across multiple repositories using AST-aware chunking and relationship tracking. Supports local LLM embeddings, real-time indexing, and cross-codebase dependency analysis through vector and graph databases.

VS Code Debugger MCP Server

A bridge that enables AI assistants to connect to VS Code's debugger, allowing them to interact with and control debugging sessions through websocket connections.

CSV File MCP Server by CData

CSV File MCP Server by CData

Country Info MCP Server

Provides tools to retrieve and compare detailed information about countries, including population, region, and currency data. It allows users to search for specific countries or list them by region.

vchart-mcp-server

A Model Context Protocol (MCP) server for the @visactor/vchart that enables AI assistants to generate interactive charts and visualizations.

OCP Viewer MCP Server

Enables AI assistants to capture screenshots from the OCP CAD Viewer, allowing visual analysis and feedback on 3D CAD models created with CadQuery or Build123d.

Kali MCP Server

Enables LLMs to execute Kali Linux security tools like nmap, sqlmap, and hydra in a secure, sandboxed environment. Provides both MCP and HTTP API interfaces for penetration testing and security assessment tasks.

JIRA Zephyr MCP Server

Enables comprehensive test management with JIRA's Zephyr system, allowing users to create and manage test plans, execute test cycles, track progress, and generate reports through natural language.

GitLab MCP Server

Um servidor de Protocolo de Contexto de Modelo que permite a interação com contas GitLab para gerenciar repositórios, solicitações de merge, revisões de código e pipelines de CI/CD por meio de linguagem natural.

YouTube Transcript Extractor MCP

Um servidor de Protocolo de Contexto de Modelo que permite que assistentes de IA extraiam transcrições de vídeos do YouTube, permitindo que a IA analise e trabalhe diretamente com o conteúdo do vídeo.

Open Legal Compliance MCP Server

Enables AI assistants to search and analyze legal documents from multiple jurisdictions including US federal and state law, case law, EU regulations, UK legislation, Canadian law, Congress bills, SEC filings, and FDA data through free government APIs.

Mammoth MCP Server

Converts Microsoft Word DOCX files to clean, semantic HTML with support for preserving formatting, tables, lists, and optionally embedding images as base64 data URIs.

TTS-MCP

Um servidor de Protocolo de Contexto de Modelo que integra capacidades de texto para fala de alta qualidade com o Claude Desktop e outros clientes compatíveis com MCP, suportando múltiplas opções de voz e formatos de áudio.

Confluence MCP Server by CData

Confluence MCP Server by CData

GitLab Docs MCP Server

Provides AI assistants instant access to GitLab's official documentation with intelligent search, section filtering, and full content retrieval across 2,494 documentation pages including CI/CD, API, admin, and development guides.