Discover Awesome MCP Servers

ML Research MCP

Provides machine learning researchers with tools for creating publication-quality scientific visualizations, statistical plots, and 2D data representations. It streamlines the research workflow by enabling AI assistants to generate complex figures from CSV, JSON, or direct data inputs.

DF-MCP

DreamFactory MCP 服务器使像 Claude 这样的人工智能助手能够通过 DreamFactory 自动生成的 REST API 直接查询您的数据库。这个 Node.js 服务器实现了模型上下文协议 (MCP)，允许自然语言数据库交互，同时保持企业级的安全性。

DOCX MCP Server

Enables creation, editing, and management of Word documents through JSON schema with support for rich content including text formatting, tables, images, code blocks, and lists. Provides comprehensive DOCX operations including opening existing documents, modifying content, and saving files to disk.

Building AI-Powered Applications with Spring AI and Model Context Protocol

Spring ai and Reactjs Based Proof of Concept of a Server Hosted MCP Client + MCP Server solution available for natural language interaction

Homelab MCP Server

Enables AI assistants to manage homelab infrastructure through automated service installation (Jellyfin, Pi-hole, Ollama, Home Assistant, Frigate NVR), VM operations, AI accelerator support (MemryX, Coral TPU, Hailo-8), and Terraform state management with SSH-based discovery and deployment.

Zephyr Scale MCP Server

Enables comprehensive test management through SmartBear Zephyr Scale's REST API, supporting automated workflows for test cases, cycles, executions, folders, and linking tests to Jira issues through natural language.

Sectional MCP Panel

A management service that orchestrates multiple server processes organized into logical sections, providing centralized control for starting, stopping, and monitoring servers with support for containerization.

Literature Review Assistant

Search and retrieve academic papers from arXiv and DBLP databases, with AI-powered prompts to generate comprehensive research summaries, discover related topics, and identify leading authors in any field.

GitHub Search MCP Server

Enables searching and exploring GitHub repositories with tools for cloning repos, searching code with regex, browsing directory structures, reading files, and extracting code outlines.

Google Trends MCP Server

Enables retrieval and analysis of Google Trends data for any search term over the last 12 months. Provides structured timeline data with relative interest scores that can be filtered by geography and category.

LandingAI ADE MCP Server

Enables extraction of text, tables, and structured data from PDFs, images, and office documents using LandingAI's Agentic Document Extraction API. Supports both direct parsing and background job processing for large files with privacy-focused processing.

Monobank MCP Server

Exposes Monobank personal account data through MCP tools, allowing users to fetch client info, accounts, and jars. It also enables retrieving account statements for specific time periods.

Remote MCP Server

A deployable MCP server on Cloudflare Workers that can be accessed from Claude Desktop or Cloudflare AI Playground, allowing users to create and use custom AI tools without authentication.

TLS MCP Server

Provides a unified tool for TLS certificate analysis with automatic OpenSSL integration, allowing users to fetch, analyze and assess security of TLS certificates without manual PEM handling.

MCP Feedback Enhanced

Enables interactive feedback collection through a web interface with support for image uploads, extended timeout handling, and offline reconnection capabilities for long-running AI conversations.

Native_MCP

An extensible Model Context Protocol server that enables AI assistants like Claude to generate React Native components and perform development tasks through a standardized interface.

macOS Contacts MCP

Connects AI assistants to macOS Contacts app, allowing users to search, view, add, and update contacts through natural language conversations.

RAG MCP Server

A Model Context Protocol server that exposes Retrieval-Augmented Generation capabilities and a weather tool, allowing clients to interact with document knowledge bases and retrieve weather information.

OpenAI WebSearch MCP Server

openai websearch tool as mcp server

SQLite MCP Server

A Model Context Protocol server that enables AI assistants to interact with SQLite databases by connecting to database files, listing tables, describing schemas, and executing queries.

fullstackcoffe-mcp-server

fullstackcoffe-mcp-server

Weather MCP Server

Enables weather data retrieval and analysis through an MCP server interface with support for local file operations.

TypeScript MCP Server Boilerplate

A starter project designed to help developers quickly build and deploy Model Context Protocol servers using TypeScript and the official SDK. It includes example implementations of tools and resources, such as a calculator and greeting function, to provide a functional foundation for custom MCP development.

Readbook MCP Server

Enables AI assistants to help users manage their reading experience by searching books, tracking reading progress, managing bookmarks, and generating personalized recommendations and summaries.

remote-mcp-server

MCP 服务器 (MCP fúwùqì)

rfc-server

An MCP server for obtaining, parsing and reading RFC documents from the ietf.org website, providing programmatic interactive tools.