Discover Awesome MCP Servers

Polymarket MCP Server

Enables AI agents to query Polymarket data such as top wallets, live trades, market details, and smart money flows using natural language through MCP tools.

OpenAI SDK Knowledge MCP Server

An MCP server that provides expert knowledge on the OpenAI API, powered by RAG. It enables users to ask technical questions and get accurate answers, with support for search and fetch tools.

Railway MCP Server

MCP server with Streamable HTTP transport, deployed on Railway, offering tools like weather, BMI calculator, greetings, and question generation.

MCP UseCase Function Server

Triggers predefined functions based on specific usecases including data analysis, text processing, mathematical calculations, file operations, and web request simulations through natural language prompts.

kwin-mcp

Enables AI agents to automate Linux desktop GUI by launching and interacting with Wayland applications in isolated virtual KWin sessions, or connecting to live desktops for collaborative automation.

Interactive Feedback MCP

A powerful MCP server that provides interactive user feedback and command execution capabilities for AI-assisted development, featuring a graphical interface with text and image support.

spectrawl

Unified web layer for AI agents. Search across 8 engines, stealth browse with Camoufox/Playwright, manage cookie auth, and act on 24 platforms.

docx-mcp-server

Enables AI agents to read, edit, and create Microsoft Word documents (.docx) with support for rich text, tables, and images, deployable locally or via SSE.

PagerDuty MCP Server

Enables AI assistants to manage PagerDuty incidents, view alerts, and check on-call schedules with both read-only and write operations.

Apple Books MCP

Server MCP Apple Books

Garmin MCP Server

Connects to Garmin Connect and exposes your fitness and health data to OpenWebUI, Claude, or any MCP-compatible client via Streamable HTTP transport.

sostenuto

Provides a selective persistent memory layer for AI companions, enabling structured recall, reinforcement, and time-decayed retrieval through an MCP interface.

fantastical

Enables querying and managing Fantastical calendars and events via the MCP protocol, allowing AI assistants to list calendars, create events using natural language, and search or retrieve event details.

Subnet Calculator MCP Server

Enables subnet calculations from CIDR notation, providing network address, broadcast address, netmask, wildcard mask, usable host range, and number of usable hosts.

procureradar-buyer-intelligence

MCP server for global B2B buyer intelligence. Find verified importers & distributors by product category & country. Free anonymous discovery via find_buyers. Contact unlock & company intelligence require a zk_ API key. SGX-listed data provider, PDPA compliant, bilingual EN/ZH.

Persistent-Code MCP Server

Membuat dan memelihara grafik pengetahuan semantik kode yang memungkinkan pemeliharaan konteks lintas sesi dengan Claude, menyediakan kemampuan pencarian tingkat lanjut tanpa memerlukan seluruh basis kode dalam jendela konteks.

PowerPoint Translator

Translates PowerPoint presentations while preserving formatting using Amazon Bedrock models, available as both a standalone tool and a FastMCP service for AI assistants like Amazon Q Developer.

RollingGo-Hotel-MCP

RollingGo MCP is a high-performance hotel search and recommendation service built on the MCP (Model Context Protocol) standard. It connects large language models with a massive database of domestic and international hotel data, providing real-time structured hotel search capabilities for AI assistants, agents, travel planning tools, or IDE plugins like Cursor/Windsurf.

Component Harvester MCP Server

Harvests React components from Aceternity UI and Shadcn UI, fetching code and metadata to generate integration prompts for AI agents.

MCP OpenAI Server

Enables Claude to directly invoke OpenAI's chat models (GPT-4o, GPT-4o-mini, o1-preview, o1-mini) through a Model Context Protocol integration, allowing users to query and compare responses from different AI models within Claude Desktop.

Cloudflare Playwright MCP

Enables AI assistants to control a browser through Playwright and Cloudflare Workers, allowing web automation tasks like navigation, typing, clicking, and taking screenshots through natural language commands.

ABAP-ADT-API MCP-Server

A Model Context Protocol server that facilitates seamless communication between ABAP systems and MCP clients for managing ABAP objects, transport requests, and code analysis. It acts as a wrapper for the ABAP ADT API to enhance the efficiency of ABAP development workflows.

MCP-RAG

Here are a few ways to interpret "RAG system that utilize MCP server" and their corresponding Indonesian translations: **Interpretation 1: A Retrieval-Augmented Generation (RAG) system that uses an MCP (Message Control Program) server.** * **Indonesian Translation:** Sistem RAG (Retrieval-Augmented Generation) yang menggunakan server MCP (Message Control Program). **Interpretation 2: A RAG system that utilizes a server for managing multiple concurrent processes (MCP - could be a custom implementation or a specific software).** * **Indonesian Translation:** Sistem RAG yang memanfaatkan server untuk mengelola banyak proses konkuren (MCP - bisa jadi implementasi khusus atau perangkat lunak tertentu). **Interpretation 3: A RAG system that uses a server with a Master Control Program (MCP).** (This is less likely, but possible depending on the context). * **Indonesian Translation:** Sistem RAG yang menggunakan server dengan Program Kontrol Utama (MCP). **Important Considerations:** * **Context is Key:** The best translation depends entirely on what "MCP server" refers to in your specific context. Is it a standard term in your field? Is it a custom server you've built? Knowing this will help choose the most accurate translation. * **Explain if Necessary:** If "MCP server" is not a well-known term, you might need to add a brief explanation in parentheses after the first mention in Indonesian. For example: * "Sistem RAG yang menggunakan server MCP (Message Control Program, program untuk mengontrol pesan)." **Recommendation:** To give you the *best* translation, please provide more context about what the "MCP server" is and what it does in your RAG system. For example: * What kind of messages does it control? * What is the purpose of managing concurrent processes? * Is it a specific software package? Once I have more information, I can provide a more precise and helpful translation.

apple-notes-mcp

An MCP server for Apple Notes that enables semantic search and full CRUD operations through natural language.

MCP Middleware Server

A FastMCP server providing session-based memory and dynamic authentication using LangChain and Google Gemini. It enables persistent conversation history tracking through a session-ID system over HTTP transport.

frame-check-mcp

Enables structural framing analysis of documents, identifying perspectives, omissions, and reader positioning, with numerical claim verification against authoritative sources.

fpgaZeroMCP

Provides AI assistants with a complete FPGA toolchain for HDL linting, simulation, synthesis, and place-and-route across various hardware targets. It features a GitHub-backed IP core registry that enables users to search for and import MIT-licensed cores directly through their chat interface.

report-needs

Enables AI agents to report and vote on infrastructure needs, providing developers with ranked demand signals to prioritize what to build next.

wazza-mcp-test-server

A simple HTTP server to validate MCP infrastructure for the Wazza MCP client, exposing endpoints for tool discovery and calling.

matter-controller-mcp

A powerful MCP server that enables AI assistants to discover, commission, and control Matter-compatible smart home devices through a standardized interface.