Discover Awesome MCP Servers

TIA-Portal MCP-Server

Enables interaction with Siemens TIA Portal projects directly from VS Code or Claude Desktop using GitHub Copilot and the TIA Openness API. It supports connecting to TIA Portal instances, exporting blocks or types, and performing project operations like compilation via natural language.

Agent Farm

An orchestration platform for deploying parallel swarms of tool-enabled AI agents to perform complex tasks like code generation, system monitoring, and multi-perspective analysis. It features a unique chunked write pattern that enables the creation of large-scale documents and code files by assembling parallel agent outputs.

RISEN Prompt Engineering MCP Tool

A Model Context Protocol server that helps users create, validate, manage, and optimize prompts using the RISEN framework (Role, Instructions, Steps, Expectations, Narrowing).

Remote MCP Server (Authless)

A template for deploying an authentication-free MCP server on Cloudflare Workers. Enables quick deployment of custom tools accessible via SSE from Claude Desktop or the Cloudflare AI Playground.

Claude-Modeling-Labs MCP Server

A comprehensive toolkit that enables automated interaction with Cisco Modeling Labs (CML) for creating network topologies, configuring devices, and managing lab environments.

SearXNG MCP Server

An MCP server that enables web search capabilities by integrating with a SearXNG instance to aggregate results from over 130 engines. It allows users to perform filtered searches across categories like news, science, and social media while supporting advanced parameters for language and time range.

FastMCP Dummy Server

A minimal example server implementing the Model Context Protocol, providing addition and multiplication tools for learning and experimentation with MCP clients.

Radicle + GitHub MCP Server

A Model Context Protocol server that provides tools for interacting with both Radicle (peer-to-peer code collaboration) and GitHub through a unified interface, enabling repository management, synchronization, and collaboration features across both platforms.

Rememberizer MCP Server for Common Knowledge

Enables accessing and managing personal/team internal knowledge repository with tools for semantic search, smart search, document listing, and saving information for future recall.

Saju Fortune-Telling MCP Server

Provides Korean traditional Saju (Four Pillars of Destiny) fortune-telling analysis including birth chart calculations, compatibility checks, daily/yearly fortunes, calendar conversions, and personalized life advice based on ancient Eastern astrology.

Nager MCP Server

Provides access to the Nager.Date Public Holiday API for querying global holiday information through the Model Context Protocol. It enables AI agents to interact with standardized tools for holiday-related date calculations and country-specific lookups.

BrandSnap MCP

An MCP server that generates comprehensive brand identity kits including color palettes, typography, brand voice, and logo concepts. It enables users to transform business values and descriptions into detailed branding and social media guidelines using the BrandSnap API.

boj-server

Unified capability catalogue with formally verified cartridges, distributed community hosting, and the Teranga menu system for single gateway access to a vast rabbfe of MCP, LSP, NeSy and related servers.!

Google Drive MCP Server

这个 MCP 服务器集成了 Google Drive，可以列出、读取和搜索文件，并且能够读取和写入 Google Sheets。

Docker MCP Server

允许 Claude 和其他 AI 助手通过 MCP 协议与 Docker 交互，从而实现容器和镜像管理，包括列出、运行、停止和拉取 Docker 资源。

ConceptNet MCP Server

Provides seamless access to the ConceptNet semantic knowledge graph, enabling concept lookup, search, relationship discovery, and semantic similarity calculations across multiple languages.

MCP Server Starter

A production-ready starter template for building Model Context Protocol (MCP) servers with TypeScript. Includes automated tooling for creating new MCP tools, testing, and deployment to Claude Desktop.

Calculator MCP Server

A backend service that provides accurate arithmetic calculation capabilities to AI models via the Model Context Protocol, allowing LLMs to offload mathematical computations for numerical queries.

pubmed-mcp-server

Okay, I understand. Please provide me with the query you would like me to use to search PubMed. For example, you could say: "Search PubMed for articles matching the query: 'lung cancer treatment immunotherapy'" Once you give me the query, I will translate it into Chinese. Then, I will explain that I cannot directly search PubMed for you, but I will provide you with the Chinese translation of your query so you can use it to search PubMed yourself. **What is the query you would like me to translate?**

PostgreSQL MCP Server

提供对 PostgreSQL 数据库的只读访问权限，使 LLM 能够检查数据库模式并执行只读 SQL 查询。

MySQL Database Access

一个提供对 MySQL 数据库只读访问权限的 MCP 服务器。

Spotify Model Context Protocol

Enables creating Spotify playlists based on text descriptions by connecting Cursor editor to Spotify's API through OAuth authentication.

Claude RAG MCP Pipeline

Enables Claude Desktop to search and query personal document collections (PDF, Word, Markdown, text) using semantic search and conversational AI with full context preservation across exchanges.

PAL MCP Server

A Provider Abstraction Layer that orchestrates multiple AI models (GPT-5, Gemini, O3, local models) within a single conversation, enabling multi-model code reviews, debugging, planning, and CLI-to-CLI bridging with full context preservation.

RustFS File Management MCP Server

Enables AI to upload local files to RustFS storage service and download files from HTTP/HTTPS URLs to local paths. Built with FastMCP and RustFS SDK for seamless file operations through natural language.

Model Context Protocol (MCP) Implementation in Go

Golang MCP 服务器 (Golang MCP fúwùqì) This is a direct translation. "MCP" is often left untranslated as it's an acronym. However, if you need to explain what MCP stands for, you would add that explanation. For example: Golang MCP 服务器 (Golang MCP, 即 Model Configuration Protocol, 模型配置协议服务器) - Golang MCP Server (Golang MCP, which stands for Model Configuration Protocol, Model Configuration Protocol Server) The best translation depends on the context. If the audience is familiar with the acronym, the first option is sufficient. If not, the second option is better.

MCP Server with SSE and Bearer Authentication

A TypeScript implementation of a Model Context Protocol server that enables real-time communication with LLM clients using Server-Sent Events (SSE) for transport and Bearer Token authentication for security.

mcp-playwright

🚀 Active Fork of executeautomation/mcp-playwright This repository is an actively maintained continuation of the original MCP Playwright server: >👉 https://github.com/executeautomation/mcp-playwright A Model Context Protocol server that provides browser automation capabilities using Playwright.

Synesthetic MCP

Enables validation, diff generation, and backend population for Synesthetic assets using schema-compliant resources and tools. Serves as an MCP adapter that enforces schema compliance and integrates with the Synesthetic asset generation pipeline.