Discover Awesome MCP Servers

AI Customer Support Agent

An MCP-compatible server providing tools for retrieving order statuses, searching knowledge bases, and managing support tickets. It facilitates automated customer service interactions by exposing internal CRM and database functions through a JSON-RPC interface.

MCP Server Boilerplate

A starter template for building custom MCP servers that can integrate with Claude Desktop, Cursor, and other AI assistants. Provides example tools, TypeScript support, and automated publishing workflows to help developers quickly create their own MCP integrations.

MCP Server

A FastAPI-based Model Context Protocol server that exposes herd data through a discoverable API, with local and containerized deployment options.

Apple MCP

Enables AI interaction with native macOS applications including Messages, Notes, Mail, Calendar, and Maps through natural language. It allows users to automate tasks like sending messages, managing contacts, and scheduling events across the Apple ecosystem.

Jij MCP Server

A server that provides tools and utilities to support the implementation of Jij Modeling, featuring easy configuration and an extensible architecture for custom modeling workflows.

FrameLayoutKit MCP Server

Provides AI-powered assistance for iOS developers using FrameLayoutKit, enabling code generation, Auto Layout conversion to FrameLayoutKit syntax, layout validation, and migration guidance for Swift UIKit projects.

Remote MCP Server Template

A template for deploying MCP servers on Cloudflare Workers without authentication. Enables easy deployment and connection to AI clients like Claude Desktop and Cloudflare AI Playground.

JSON DB MCP Server

Enables users to manage data in a simple JSON file database through MCP tools and REST API. Supports creating, reading, updating, and deleting items organized in collections with auto-generated UUIDs.

OpenLandMap MCP Server

Provides access to the OpenLandMap STAC catalog, offering over 100 global environmental datasets including soil, climate, and vegetation data. It enables AI agents to discover, search, and retrieve Cloud-Optimized GeoTIFFs for global geospatial analysis.

Congo River Compositional Intelligence

Provides tools for semantic decomposition, proof search, knowledge graph operations, and neuro-symbolic reasoning that bridges neural LLMs with symbolic AI through RDF triples, lambda calculus, and compositional intelligence principles.

Sitecore Send

Unofficial Sitecore Send MCP Server.

zapcap-mcp-server

An MCP (Model Context Protocol) server that provides tools for uploading videos, creating processing tasks, and monitoring their progress through the ZapCap API.

Warden Magento MCP Server

A Model Context Protocol server that enables AI assistants to interact directly with Warden-managed Magento 2 development environments, automating common tasks like project initialization, environment management, database operations, and Magento CLI commands.

PostgreSQL MCP Server

A TypeScript-based Model Context Protocol server that enables AI assistants to perform secure database operations on PostgreSQL databases through structured tool interfaces.

Soccer V3 Scores MCP Server

An MCP server that enables agents to interact with soccer data including scores, matches, players, and teams using the sportsdata.io Soccer V3 Scores API.

gh-mcp

Refined MCP server for GitHub GraphQL API. GitHub's official MCP Server exposes dozens of low-level tools that bloat token usage and are mostly impractical for LLMs. gh-mcp achieves the best of both worlds by providing a single, powerful interface: GitHub GraphQL, wrapped with smart abstractions.

Perplexity Ask MCP Server

Integrates the Sonar API to provide Claude with real-time web-wide research capabilities. Enables conversational web searches through Perplexity's AI-powered search engine for up-to-date information retrieval.

mcp-label-studio: A Label Studio MCP server

This could refer to a few things, depending on the context. Here are a few possible translations and explanations: **1. Most Likely: "MCP Server" as a general concept related to Label Studio:** * **Chinese Translation:** **MCP 服务器 (MCP fúwùqì)** * **Explanation:** If you're talking about using an "MCP server" *in conjunction with* Label Studio, it's likely referring to a server that handles some aspect of the data pipeline *before* the data reaches Label Studio for labeling. "MCP" itself doesn't have a standard meaning in this context, so it's likely an abbreviation specific to your project or organization. It could stand for things like: * **M**essage **C**ontrol **P**rotocol (unlikely, but possible if it's related to message queuing) * **M**edia **C**onversion **P**ipeline (if you're dealing with images or videos) * **M**odel **C**reation **P**rocess (if it's related to pre-processing data for model training) * **M**anagement **C**ontrol **P**anel (if it's a server for managing data and users) Without more context, it's impossible to know the exact meaning of "MCP." The translation simply reflects that you're talking about a server called "MCP" that is used with Label Studio. **2. If "MCP" is a specific software or tool:** * **Chinese Translation:** (Depends on the actual name of the software/tool. If it's a proper noun, you might just transliterate it.) For example, if "MCP" is a specific software package, you might say: **用于 Label Studio 的 MCP 软件 (yòng yú Label Studio de MCP ruǎnjiàn)** - "MCP software for Label Studio." * **Explanation:** If "MCP" is a specific product, the best translation would depend on its official Chinese name (if it has one). If not, you might transliterate it (e.g., "M-C-P"). The phrase "用于 Label Studio 的..." (yòng yú Label Studio de...) means "for Label Studio." **3. If you're asking about setting up a server *for* Label Studio using a specific method called "MCP":** * **Chinese Translation:** **使用 MCP 方法为 Label Studio 设置服务器 (shǐyòng MCP fāngfǎ wèi Label Studio shèzhì fúwùqì)** * **Explanation:** This translates to "Setting up a server for Label Studio using the MCP method." Again, the meaning of "MCP" is unclear without more context. **In order to provide a more accurate translation, please provide more context. For example:** * What does "MCP" stand for in your context? * What is the purpose of the MCP server? * What are you trying to achieve by using an MCP server with Label Studio? With more information, I can give you a much better and more helpful translation.

nf-core MCP Server

使用户能够管理和浏览 nf-core 生物信息学流程仓库，允许对流程配置、工作流程和模块执行列表、搜索和探索操作。

Gravity MCP

Enables interaction with WordPress Gravity Forms through natural language, allowing users to manage forms, entries, submissions, and add-on integrations. Provides comprehensive form management capabilities including field operations, entry search/filtering, and secure form submissions with validation.

Discord MCP Server

A comprehensive Model Context Protocol server that enables interaction with Discord for channel management, message searching, and automated communication. It features enterprise-grade security with multi-tenant authentication, rate limiting, and real-time monitoring via a built-in inspector dashboard.

Integrations MCP

A comprehensive MCP server providing over 390 tools across 66 providers, including major SaaS platforms like GitHub, Slack, and Stripe. It enables AI assistants to interact directly with a wide array of public APIs and utility services through a single interface.

Postiz MCP Server

Enables interaction with the Postiz social media management platform through MCP tools. Supports creating and managing posts, retrieving integrations, and accessing account information through multiple transport protocols.

Pipedream MCP Server

Enables interaction with over 2,800 APIs and applications through Pipedream's Connect platform. Provides managed OAuth authentication and API request capabilities for integrating multiple services through natural language.

Apple Reminders MCP Server

Enables management of Apple Reminders on macOS, including creating, updating, and querying reminders with due dates, priorities, and completion status across different reminder lists.

Swagger MCP Server

A lightweight server that enables interaction with the Swagger Petstore API using the Model Context Protocol, allowing operations on pets, stores, and users through dynamically loaded OpenAPI specifications.

Peekaboo MCP

A macOS utility that captures screenshots and analyzes them with AI vision, enabling AI assistants to see and interpret what's on your screen.

Keyword Research Tool MCP Server

Provides comprehensive SEO analysis by crawling websites and generating AI-powered keyword insights, search volume data, and competitor strategies. It delivers detailed reports on keyword clusters and commercial intent to help optimize digital marketing workflows.