Discover Awesome MCP Servers

MCP MySQL Database Service

Provides MySQL database query capabilities through MCP protocol, enabling AI assistants to retrieve table metadata, execute SQL queries, and manage database interactions via Resources, Prompts, and Tools.

claude-orator-mcp

An MCP server for deterministic prompt optimization in Claude Code. Score prompts across 7 quality dimensions, auto-select from 11 Anthropic techniques, and return a structural scaffold.

coldforge

Enables personalized cold email outreach through research, drafting, template management, and deliverability checks, all locally with no required API keys.

domain-monitor-mcp

Enables AI assistants to query domain expiration data from domain-monitor.io, with tools for listing domains, checking expiry, and adding new domains.

MCP Google Drive Server

Enables AI assistants to interact with Google Drive, supporting file operations like list, search, read, create, update, delete, share, and manage permissions.

Antigravity PDF MCP Server

Enables intelligent ingestion and querying of PDF, Markdown, and text files using hybrid search that combines keyword matching and semantic embeddings with citations.

simple-3d-modeling-mcp

Enables to create, iterate, and export 3D models through natural language conversations with an LLM by bundling OpenSCAD via WebAssembly for zero-setup 3D modeling.

Prospect Research MCP Server

Enables prospect research through semantic web search, webpage scraping, and batch search using multiple APIs.

Google Indexing API MCP Server

An MCP server that enables interacting with Google's Indexing API, allowing agents to submit URLs to Google for indexing or removal from search results through natural language commands.

Alpha Vantage Stock Server

Um servidor MCP para consultar informações de ações usando a API Alpha Vantage.

juejin-release-mcp

Enables AI assistants to manage Juejin articles directly via natural language, including publishing, drafting, and content management.

mcp-wordpress-instaWP

mcp-wordpress-instaWP

BioOpenMCP

BioOpenMCP enables users to run bioinformatics tools like FastQC, Cutadapt, and STAR with background execution and status checking. It integrates with Claude Desktop to perform quality control, trimming, alignment, and reporting via natural language.

mcp-skiddle

Enables searching and retrieving Skiddle events by ID and listing event categories. Part of Pipeworx MCP gateway.

Termux Browser Pilot

Real browser automation for Termux/Android. Runs Firefox or Chromium on Xvfb on your phone with a persistent daemon for sub-second commands.

macOS Tools MCP Server

Provides advanced system monitoring and file search capabilities for macOS, allowing users to track performance metrics and perform enhanced file searches with content analysis and tagging features.

torch-datadog-mcp

A FastMCP server that provides DataDog log search and monitoring with service-aware filtering, preview-execute workflow, and response size safeguards.

minecraft-ai-mcp

An MCP server that enables AI agents to play Minecraft with full bot capabilities including pathfinding, block interaction, crafting, combat, and more.

vision-mcp-server

An MCP server for analyzing images using ModelScope's vision models. Supports both local files and URLs, enabling image content description and question answering.

RAG Document Server

Enables semantic search and question-answering over uploaded documents using vector embeddings and Google AI. Supports document organization with tags, section-aware queries, and hierarchical markdown structure preservation.

Coyote MCP Server

An MCP server that provides easy setup and configuration for multiple AI development environments including Claude Desktop, VS Code, and Windsurf. Offers automated installation scripts and manual configuration options for seamless integration across different MCP-compatible clients.

reddit-mcp

An MCP server that provides both read-only and authenticated access to Reddit content and interactions without requiring a developer API key. It enables users to browse posts, search subreddits, and perform write actions like commenting and voting by leveraging browser session cookies.

Log Analyzer MCP

An MCP server for AI-powered log analysis that enables parsing, searching, and debugging across nine log formats directly within Claude. It features automated error extraction, sensitive data scanning, and streaming support for large log files.

text-stats-ai-mcp

Provides text analysis tools including word counting, reading time estimation, keyword density analysis, and sentiment scoring.

Steam游戏资讯Agent

基于MCP和LLM的游戏资讯智能体，支持查询Steam排行榜、总结游戏新闻和发送邮件简报。

Duck Duck MCP

Este servidor MCP utiliza o DuckDuckGo para pesquisas na web, fornecendo resultados de pesquisa estruturados com metadados e recursos como classificação inteligente de conteúdo e detecção de idioma, facilitando a integração com clientes de IA que suportam o protocolo MCP.

mcp-utils

Utilitários Python para trabalhar com servidores MCP

OmniSocKit MCP Server

Provides AI models with precise development knowledge and implementation rules for social marketing platforms like WeCom. It enables AI tools to generate accurate, production-ready code by injecting real-world API constraints and best practices without calling external APIs.

Fatture in Cloud MCP Server

Enables integration with Fatture in Cloud to manage Italian electronic invoices through natural conversation, including creating, sending, and tracking invoices and financial data.

git-auto-commit

Analyzes git repository changes to generate conventional commit messages and summaries using OpenAI's GPT-4o-mini. It provides detailed tracking of modified, added, and deleted files to streamline the version control process.