Discover Awesome MCP Servers

VibeCheck

An AI-powered MCP server that automates web testing workflows by enabling recording, execution, and discovery of tests through natural language prompts.

Github MCP Server Java

A Java implementation of the GitHub MCP (Model Context Protocol) Server using Spring AI. This server provides MCP-compatible tools for interacting with the GitHub API.

tuma250-mcp

Enables AI clients to search products, manage shopping carts, and browse order history on the Tuma 250 grocery site in Kigali, Rwanda.

Google Sheets MCP Server 📊🤖

谷歌表格 MCP 服务器 📊🤖 (Gǔgē biǎogé MCP fúwùqì 📊🤖) This is a direct translation. It assumes "MCP Server" is a known term and doesn't need further explanation. If "MCP Server" has a specific meaning in a particular context, a more nuanced translation might be needed.

MCP Discord

The most complete open-source MCP server for Discord — 80+ tools, dual-mode: integrated (plugin) or standalone

Sidvy MCP Server

Provides AI tools with full access to the Sidvy note-taking API, enabling management of notes, todos, groups, and workspaces with search, filtering, and real-time synchronization capabilities.

Flight Control MCP Server

Provides read-only access to query and retrieve information about devices, fleets, events, and configurations managed by Flight Control through a safe integration layer supporting filtering and selector-based queries.

Jokes MCP Server

Enables users to fetch jokes from multiple sources including Chuck Norris jokes, Dad jokes, and Yo Mama jokes through APIs. Integrates with Microsoft Copilot Studio to provide humor-focused AI agent capabilities.

swift-patterns-mcp

An MCP server providing curated Swift and SwiftUI best practices from leading iOS developers, including patterns and real-world code examples from Swift by Sundell, SwiftLee, and other trusted sources.

CodeBot MCP Server v2

An extended MCP server for managing code snippets, performing code analysis, and handling deployments via Render and GitHub. It enables users to perform code reviews, track issues, and manage service operations through natural language interactions.

Artel

The infrastructure for AI teams: a self-hosted server that gives a fleet of agents shared semantic memory, tasks, direct messages, and session handoff. Any agent that speaks HTTP participates: Claude Code, AutoGen, raw API scripts, anything.

mcp-server-conceal

An MCP proxy that pseudo-anonymizes PII before data reaches external AI providers like Claude, ChatGPT, or Gemini.

Vector Search Service MCP Provider

A clean architecture backend API that registers and semantically searches data using vector embeddings, acting as an MCP context provider to connect AI models to external data.

posix-system-mcp

test

@isteam/linkedin-mcp

MCP server for LinkedIn that enables AI agents to post, comment, like, and manage content on LinkedIn.

Finance Tracker MCP Server

AI-powered personal finance analysis through Claude AI using Plaid integration, enabling natural language queries about transactions, subscriptions, budgets, and spending trends.

mcp-server

Web search MCP server using Tavily API, enabling natural language queries to search the web.

MCP Ollama Consult Server

Enables consulting with local Ollama models for reasoning from alternative viewpoints. Supports sending prompts to Ollama models and listing available models on your local Ollama instance.

Todo MCP Server

A minimal todo app MCP server for ChatGPT that exposes tools for managing tasks and provides an interactive HTML widget interface. It demonstrates how to build MCP servers with React-based UIs and includes development OAuth for ChatGPT connector setup.

Naver Search MCP Server

一个 MCP 服务器，它通过 Naver 的搜索 API 实现对各种内容类型（新闻、博客、购物、图片等）的搜索。

ssh-mcp-server-secured

A secured MCP server for safe remote server management via SSH with command filtering, network device support, and bulk connection management.

Next MCP Server

An MCP server that enables LLMs to interact with NEXT structured data, providing tools for retrieving highlights and clusters.

mcpbin

A testing server for MCP client implementations that provides tools for echoing data, error handling, timing operations, data generation, LLM sampling, and user elicitations.

Hello MCP Server

Here are a few ways to translate "A MCP hello world example" into Chinese, depending on the context: **1. Most Literal (and likely for a technical context like Minecraft modding):** 一个 MCP Hello World 示例 (Yī gè MCP Hello World shìlì) * 一个 (Yī gè): A/An * MCP: MCP (This is usually kept as is, as it's an acronym) * Hello World: Hello World (Also often kept as is, as it's a common programming term) * 示例 (shìlì): Example **2. Slightly More Natural (still technical):** 一个使用 MCP 的 Hello World 例子 (Yī gè shǐyòng MCP de Hello World lìzi) * 一个 (Yī gè): A/An * 使用 (shǐyòng): Using/Utilizing * MCP: MCP * 的 (de): 's (possessive particle) * Hello World: Hello World * 例子 (lìzi): Example **3. If you want to emphasize it's a *program* example:** 一个基于 MCP 的 Hello World 程序示例 (Yī gè jīyú MCP de Hello World chéngxù shìlì) * 一个 (Yī gè): A/An * 基于 (jīyú): Based on * MCP: MCP * 的 (de): 's (possessive particle) * Hello World: Hello World * 程序 (chéngxù): Program * 示例 (shìlì): Example **Which one to use?** * If you're talking to someone familiar with Minecraft modding and MCP, the first option is perfectly fine. * The second option is slightly more grammatically natural for a wider audience. * The third option is best if you want to explicitly state it's a program. Therefore, the best translation depends on the specific context. If in doubt, the second option is a good general choice.

Medical GraphRAG Assistant

Enables AI-powered medical information retrieval through FHIR clinical document search and GraphRAG-based exploration of medical entities and relationships. Combines vector search with knowledge graph queries for comprehensive healthcare data analysis.

libvirt-mcp-server

Enables AI models to securely query and manage virtual machines and virtualized resources via the libvirt API through the Model Context Protocol.

mcp-windows-app-launcher

Enables AI assistants to find and launch Windows applications by name using multi-strategy discovery via registry, Start Menu, PATH, and common directories.

GoSQLX

7 SQL tools (validate, format, parse, lint, security scan, metadata extraction, full analysis) over Streamable HTTP. Supports 6 SQL dialects with 1.25M+ ops/sec.

Congress.gov MCP Server

A proxy server that standardizes access to the Congress.gov API by automatically injecting API keys and exposing all endpoints through a unified interface with FastAPI documentation.

OpenProject MCP Server

Enables comprehensive management of OpenProject work packages, projects, comments, and relations through natural language. Supports creating, updating, and organizing tasks with assignees, watchers, hierarchies, and inter-task relationships.