Discover Awesome MCP Servers

Claude Code Review MCP

An MCP server that provides code review functionality using OpenAI, Google, and Anthropic models, serving as a "second opinion" tool that works with any MCP client.

Optuna MCP Server

A Model Context Protocol server that enables automated optimization and analysis using Optuna, allowing LLMs to perform hyperparameter optimization and interactively analyze optimization results via chat interfaces.

Swagger MCP

An MCP server that connects to a Swagger specification and helps an AI to build all the required models to generate a MCP server for that service.

SearXNG MCP Server

Enables web search capabilities via a SearXNG instance, allowing for filtered searches across categories like news, images, and science. It supports multi-language queries, time-range filtering, and safe search options to provide formatted results with metadata.

LLM Server

Um servidor MCP que fornece aos LLMs acesso a outros LLMs.

A sample MCP server for understanding cloud spend

MCP para AWS Cost Explorer e logs do CloudWatch

NCBI Entrez MCP Server

Provides access to NCBI's scientific databases including E-utilities, PubChem, and PMC APIs for biomedical literature search, molecular data retrieval, and research through natural language queries.

AI Naming Standard MCP Server

Enables automatic generation and validation of standardized file names using AI-driven conventions for microservices architecture. Supports multi-language naming with structured components like microservice, layer, domain, and action identifiers.

WYGIWYH Expense Tracking MCP Server

Enables AI agents to interact with the WYGIWYH expense tracking API through 75 dynamically generated MCP tools. Supports comprehensive financial operations including transaction management, account handling, recurring expenses, and investment tracking.

Token Revoke MCP

Um servidor MCP para verificar e revogar permissões de tokens ERC-20 em múltiplas blockchains.

HeadHunter MCP Server

Enables AI assistants to search job vacancies, manage resumes, and apply to jobs on HeadHunter (hh.ru), Russia's largest job search platform. Includes OAuth 2.0 integration for secure job applications and an automated vacancy hunter agent with intelligent matching.

Zuora MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Zuora (beta): https://www.cdata.com/download/download.aspx?sku=HZZK-V&type=beta

HowToCook-MCP Server

An MCP server that transforms AI assistants into personal chefs by providing recipe recommendations and meal planning features based on the HowToCook repository.

Seafile MCP Server

Connects Claude to your self-hosted or cloud-based Seafile storage for managing libraries and files through natural language. It enables users to browse directories, read file contents, and perform file operations like moving, renaming, or searching across their private infrastructure.

Agent Knowledge MCP

A comprehensive Model Context Protocol server that integrates Elasticsearch search with file operations, document validation, and version control to transform AI assistants into powerful knowledge management systems.

Google Sheets MCP Server

Provides read-only access to Google Sheets data through OAuth 2.0 authentication, enabling users to retrieve spreadsheet metadata, list tabs, and read cell data using natural language queries.

ClickUp MCP

Enables AI assistants to interact with ClickUp workspaces through natural language - search tasks, manage workflows, track time, collaborate via comments, and access complete task context including comments and images.

MCPMem

Enables AI assistants to store and retrieve memories with semantic search capabilities using vector embeddings. Provides persistent memory storage with SQLite backend for context retention across conversations.

Gaia Health MCP Server

Exposes Supabase functionality for Gaia Health to n8n workflows, enabling appointment scheduling and management operations through MCP tools.

Kali MCP Server

Provides access to 20+ Kali Linux penetration testing tools including nmap, sqlmap, nikto, and hydra for authorized security testing and vulnerability assessment through a Docker-based MCP interface.

Smart Search MCP Server

Enables web search capabilities through a remote smart search API with configurable result count, pagination, language, and safety filters, returning structured JSON results.

Cloudflare Playwright MCP

Enables AI assistants to control a browser through Playwright and Cloudflare Workers, allowing web automation tasks like navigation, typing, clicking, and taking screenshots through natural language instructions.

Task Trellis MCP

An MCP server for Task Trellis that provides tools for AI coding agents to manage tasks, currently featuring a simple hello_world demonstration tool.

Kagami

Kagami is an MCP server designed exclusively for the Claude Code Web environment that enables browser automation using Playwright and Firefox. It features an automated setup process and manages secure external access through a JWT authentication proxy with integrated CA certificate support.

Blabber-MCP

Um servidor MCP que permite que LLMs gerem áudio falado a partir de texto usando a API Text-to-Speech da OpenAI, com suporte para diversas vozes, modelos e formatos de áudio.

Aisera MCP Servers

Repositório para hospedar servidores MCP públicos da Aisera.

Feather Code MCP Server

A GitHub integration for Claude Desktop that provides access to GitHub features directly from Claude, offering 15 powerful tools for repository management, issues, pull requests, and code operations.

MCP Mailtrap Server

Servidor MCP oficial do mailtrap.io

GalaConnect MCP Server

Servidor MCP Galachain para uso com LLMs