Discover Awesome MCP Servers

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

mcp server for label studio

nf-core MCP Server

Enables users to manage and navigate nf-core bioinformatics pipeline repositories, allowing list, search, and explore operations on pipeline configurations, workflows, and modules.

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.

nodusai-mcp-server

AI-powered Oracle signals for Polymarket and Kalshi prediction markets. Pay $1 USDC on nodusai.app → get a session token → query from any MCP agent.

Zoho Desk MCP Server

Exposes the complete Zoho Desk API with over 700 endpoints across 130 categories using a context-efficient search-then-call pattern. It enables users to manage tickets, contacts, agents, and support operations through natural language interactions.

Google Cloud MCP Server

Enables interaction with Google Kubernetes Engine (GKE) to list clusters, manage node pools, and retrieve server configurations. It includes automated scripts for deploying and testing sample applications across multiple GKE Autopilot clusters.

Floyd

Scheduling and booking engine for AI agents. Check availability, hold slots, and confirm appointments with two-phase booking and conflict-free resource management.

YAPI MCP PRO

Enables direct interaction with YApi API management platforms from AI editors like Cursor and Claude Desktop, providing complete interface lifecycle management including browsing, creating, updating, and deleting API documentation.

mcp_repo_4a01eabf

This is a test repository created by test script of MCP Server for GitHub

apifable

MCP server that helps AI agents explore OpenAPI specs, search endpoints, and generate TypeScript types.

MCP Server for macOS

A modern, extensible server that provides a unified interface to control and interact with various macOS applications through plugins.

AI MCP Gateway

Intelligent multi-model orchestrator with dynamic routing that optimizes AI costs by prioritizing free models and escalating to paid tiers only when needed, with stateless architecture using Redis and PostgreSQL.

MCPez - 微服务命令代理管理平台

micro unified mcp server

Model Context Protocol for Unreal Engine

Enable AI assistant clients like Cursor, Windsurf and Claude Desktop to control Unreal Engine through natural language using the Model Context Protocol (MCP).

Demo MCP Server

A demonstration MCP server built with FastMCP that provides basic mathematical operations (addition and multiplication) and personalized greeting generation tools with multiple style options.

Cloudflare API MCP

A lightweight MCP server that enables agents to interface with Cloudflare's REST API, allowing management of DNS records and other Cloudflare services.

Ramp MCP Server

A Model Context Protocol server that enables LLMs to interact with Ramp's financial data by retrieving, analyzing, and running tasks through Ramp's Developer API, using an in-memory SQLite database to overcome token limitations.

Code-MCP

Turns AI assistants into full-stack software engineers with 36 tools for cognitive reasoning, code validation, project scaffolding, and AI/IDE configuration generation across 130+ programming languages, databases, and frameworks.

Figma MCP Demo

A server that enables Cursor AI to generate code from Figma components by connecting to Figma's MCP Dev Server.

Avro MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Avro (beta): https://www.cdata.com/download/download.aspx?sku=JNZK-V&type=beta