Discover Awesome MCP Servers

spherical-memory-mcp

Enables AI agents to store and recall memories in a spherical coordinate space with gravitational associations, supporting spatial storage, semantic linking, and human-like forgetting.

wingolf-ai-mcp

MCP server integrating Google Search Console, Google Analytics 4, and GitHub, enabling AI clients to query search analytics, traffic data, and repository information.

Loyal Spark Loyalty Protocol

MCP server for managing on-chain loyalty programs on Base L2. Mint tokens, manage rewards, track balances, tiers and marketplace offers via standard MCP protocol.

Video Metadata MCP Server

Manages sports video metadata with CRUD operations for game information, teams, scores, and statistics. Enables advanced search filtering by game type, teams, league, season, and date ranges through PostgreSQL integration.

supertonic3-mcp

Enables local text-to-speech synthesis for Claude and Cursor using Supertonic 3, with support for multiple voices, expressions, and languages. No API key or cloud required.

snowflake-mcp

Enables AI agents to execute SQL queries and explore Snowflake databases using natural language, with schema discovery, table inspection, and readonly mode.

Feishu/Lark OpenAPI MCP

Enables AI assistants to interact with Feishu/Lark platform through comprehensive OpenAPI integration, supporting message management, document operations, calendar scheduling, group chats, Bitable operations, and more automation scenarios with dual authentication support.

DNS MCP Server

Provides comprehensive DNS lookup capabilities including A, AAAA, MX, TXT, NS, SOA, CNAME, SRV, CAA, DNSSEC records, reverse DNS lookups, and bulk queries for multiple domains or IPs.

Aoexl Sign

Enables users to create, manage, and track electronic signing requests and templates through Claude Desktop and other MCP-compatible clients. Provides multi-tenant authentication with customer API keys for secure document workflow operations.

kalendia-mcp

An MCP server for Kalendia that enables AI assistants to manage calendar connections, sync rules, scheduling pages, and agenda directly from chat.

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。

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.

MCP-FRED

A comprehensive MCP server providing access to all FRED API endpoints with intelligent large data handling, project-based storage, and async job processing for AI assistants like Claude.

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.

intelligence-api

MCP server that wraps Shopify, Amazon, and Google Maps intelligence tools. AI agents pay autonomously in USDC on Base via x402 — no API keys or accounts 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.

@isteamhq/mcp

MCP server for is.team, enabling AI agents to interact with project boards, tasks, cards, sprints, integrations, and real-time notifications.

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.

FreeCAD MCP Server

Enables AI assistants to perform 3D modeling and CAD operations in FreeCAD, including geometry creation, boolean operations, and document management.

n8n MCP Server

Enables AI models to manage n8n workflow automation through a standardized interface. Supports creating, reading, updating, and deleting workflows with comprehensive access to workflow nodes, connections, and configurations.

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.

QC Database MCP Server

Enables AI assistants to perform QC Database tasks such as uploading records, managing project turnover packages, and signing off on inspections via natural language.

@paypal/mcp

Enables integration with PayPal APIs for managing invoices, payments, disputes, subscriptions, and more through natural language.

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.

claude-init

Generates AI context files (CLAUDE.md, AGENTS.md, Cursor/Windsurf/Cline/Continue/Kilo Code/Trae rules, GEMINI.md, Copilot, Aider, Junie, Warp) for any repository. Runs as CLI or MCP server, 100% local.