Discover Awesome MCP Servers

MCP Tools

A comprehensive MCP server providing tools for AI agents to interact with code, including reading symbols, importing modules, replacing text, and sending OS notifications.

MCP Agent

A production-ready research agent that enables users to perform web searches via the Model Context Protocol (MCP) and a FastAPI client interface.

Basic MCP Application

Aplikasi sederhana yang mendemonstrasikan integrasi Model Context Protocol (MCP) dengan FastAPI dan Streamlit, memungkinkan pengguna untuk berinteraksi dengan LLM melalui antarmuka yang bersih.

aws-mcp-cloud-dev

AI-powered cloud development with AWS MCP Servers

mcp-cloudflare

Slim Cloudflare MCP Server — 42 tools for managing DNS, zones, tunnels, WAF, Zero Trust, and security via Cloudflare API v4. Multi-zone support. No SSH, no shell, API-only with 3 runtime dependencies. AGPL-3.0 + Commercial dual-licensed.

FamilySearch MCP Server

Server Protokol Konteks Model yang memungkinkan alat AI seperti Claude atau Cursor untuk berinteraksi langsung dengan data sejarah keluarga FamilySearch, termasuk mencari catatan orang, melihat informasi detail, dan menjelajahi leluhur dan keturunan.

Red Team MCP

A multi-agent collaboration platform that provides access to over 1,500 models from 68 providers via the Model Context Protocol. It enables users to assemble and coordinate specialized AI teams using advanced orchestration modes like swarm, debate, and hierarchical workflows.

tactual-mcp

Screen-reader navigation cost analyzer. Measures how hard it is for assistive-technology users to discover, reach, and operate interactive targets on the web.

Text Analyzer

Provides comprehensive text analysis capabilities including character counting, word statistics, character type analysis, and text length validation for Korean and English text. Supports AI agents in analyzing and validating text content with detailed statistics and Unicode support.

MCP OI-Wiki

Enhances large language models with competitive programming knowledge by leveraging OI-Wiki content through vector search, allowing models to retrieve relevant algorithms and techniques.

danke-mcp

An MCP server that enables AI agents to send and receive Bitcoin Lightning micropayments as gratitude on the Danke network. It provides tools for agent registration, balance management, leaderboard tracking, and withdrawing sats via BOLT11 invoices.

Spotify MCP Server

Enables AI assistants to control Spotify playback, search for music, manage playlists, and interact with your Spotify library through natural language commands.

MCP APP

Here are a few ways to translate "MCP Server Application with RAG" into Indonesian, depending on the context and what you want to emphasize: **Option 1 (Most Literal and General):** * **Aplikasi Server MCP dengan RAG** This is the most direct translation. It's suitable if you're simply stating the name of the application and the technology it uses. "Aplikasi" means "Application," "Server" is the same, "MCP" is kept as is (assuming it's an acronym), "dengan" means "with," and "RAG" is also kept as is (again, assuming it's an acronym). **Option 2 (Slightly More Descriptive):** * **Aplikasi Server MCP yang Menggunakan RAG** This translates to "MCP Server Application that Uses RAG." It's a bit more explicit about the relationship between the application and RAG. "yang Menggunakan" means "that uses." **Option 3 (Focus on Functionality - if RAG is a core feature):** * **Aplikasi Server MCP dengan Fitur RAG** This translates to "MCP Server Application with RAG Feature." This emphasizes that RAG is a key feature of the application. "Fitur" means "feature." **Option 4 (If you want to explain what RAG is - assuming the audience is unfamiliar):** * **Aplikasi Server MCP dengan RAG (Retrieval-Augmented Generation)** This keeps the acronym and then provides the full name in parentheses. You would then need to explain what Retrieval-Augmented Generation is in Indonesian. **Which option is best depends on the context:** * If your audience is familiar with the acronyms MCP and RAG, Option 1 is fine. * If you want to be slightly more descriptive, use Option 2. * If RAG is a key selling point or core functionality, use Option 3. * If your audience is likely unfamiliar with RAG, use Option 4 and then explain RAG in Indonesian. **Example of explaining RAG in Indonesian (after using Option 4):** "RAG (Retrieval-Augmented Generation) adalah teknik yang menggabungkan pengambilan informasi dari sumber eksternal dengan pembuatan teks untuk menghasilkan jawaban yang lebih akurat dan relevan." (RAG (Retrieval-Augmented Generation) is a technique that combines information retrieval from external sources with text generation to produce more accurate and relevant answers.) Therefore, to give you the *best* translation, I need more context. Who is the audience? What is the purpose of the translation?

Orchestrator MCP

An intelligent MCP server that orchestrates multiple MCP servers with AI-enhanced workflow automation and production-ready context engine capabilities for codebase analysis.

JobGPT MCP Server

Provides tools to search & auto-apply to jobs directly on company websites, generate custom resumes, get contacts of recruiters and referrals and track applications easily

Simple Voice MCP Server

Enables text-to-speech playback with multiple Japanese character voices using VLC, supporting simultaneous audio playback and custom pronunciation dictionaries for English words.

rust-faf-mcp RMCP

Persistent project context in Rust. 8 MCP tools via rmcp SDK — parse, validate, score, compress, discover, and token analysis. Single binary, zero config. IANA-registered format (application/vnd.faf+yaml). One file, every AI platform.

OpenAccess MCP

Enables secure remote access operations through SSH, SFTP, rsync, VPN, and tunneling with enterprise-grade policy enforcement and audit logging. Provides AI assistants with secure, policy-driven access to remote systems while maintaining comprehensive audit trails and zero-trust security.

Glanser Guidelines MCP Server

Provides semantic search over a team's coding guidelines corpus using FastMCP, ChromaDB, and sentence-transformers. Enables fully offline operation with tools for searching, browsing, and filtering guidelines by scope.

custom_mcp_server

Building custom MCP server

epsteinexposed-mcp

MCP to explore the EpsteinExposed API through the epsteinexposed pip api wrapper.

Gemini MCP

An AI-powered Model Context Protocol server for Claude Code that provides code intelligence tools including codebase analysis, task management, component generation, and deployment configuration.

Branch Thinking

Sebuah server MCP yang memungkinkan pengelolaan berbagai alur pemikiran dengan fitur-fitur seperti navigasi cabang, referensi silang antar pemikiran terkait, dan pembuatan wawasan dari poin-poin penting.

Gemini MCP Server

Provides access to Google's Gemini API for multi-turn conversations and image generation using Nano Banana, serving as a drop-in alternative to Codex MCP.

Horoscope MCP Server

Server Protokol Konteks Model yang menyediakan bacaan horoskop harian dan ramalan keberuntungan untuk semua 12 zodiak di berbagai rentang waktu (hari ini, besok, minggu, bulan).

MCP Server - VMS Integration

Enables interaction with CCTV recording systems (VMS) to retrieve live and recorded video streams, control cameras with PTZ presets, and manage playback dialogs for specific channels and timestamps.

routine-mcp

A Model Context Protocol (MCP) server built with the mcp-framework for developing and managing custom tools. It provides a structured foundation for building and integrating modular components like data processors and API clients into Claude Desktop.

Product Recommendation System

Enables semantic search and natural language product recommendations using ChromaDB vector store and Azure OpenAI embeddings. Supports multi-filter search by category, brand, and price with 8 specialized MCP methods for intelligent product discovery.