Discover Awesome MCP Servers

Atla MCP Server

Versi awal dari server mcp untuk agen berinteraksi dengan model ATLA.

MCP Playground

Taman Bermain MCP untuk mempelajari Klien dan Server MCP

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.

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.

Construction Cost Calculator MCP

Provides construction cost estimation tools using data from a public Google Sheet for items like concrete, framing, and electrical. It allows users to search items, filter by category, and calculate total project costs including labor and material expenses.

Doorstop MCP

Enables interaction with the Doorstop requirements management framework, allowing users to create, edit, link, and review requirement items and documents through natural language commands.

ComfyMCP Studio

Generates 2D game assets (sprites, icons, tilesets, characters, animations) using AI workflows powered by ComfyUI with support for viewpoint control, style presets, and Unity export.

mcp-file-oper

file operation

文化天府MCP服务器

A Model Context Protocol server for Dify that provides culture-related services including courses, activities, user management, and search functionality.

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.

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.

KIS REST API MCP Server

Server Protokol Konteks Model untuk berinteraksi dengan REST API Korea Investment & Securities (KIS), memungkinkan perdagangan saham domestik dan asing, pengecekan harga, dan manajemen akun.

Slack MCP Server

An MCP server that enables AI agents to search and retrieve messages within a Slack workspace using the Slack Web API. It supports specific channel filtering and includes built-in rate limit handling for efficient message discovery.

Unipile MCP Server

Enables AI models to interact with messages from various messaging platforms (Mobile, Mail, WhatsApp, LinkedIn, Slack, Twitter, Telegram, Instagram, Messenger) through a standardized interface.

reddit-mcp-server

A Model Context Protocol (MCP) that provides tools for fetching and creating Reddit content.

MCP JSONDiff Kel

An efficient MCP server for performing accurate, deep comparisons between JSON objects or strings using the deepdiff engine. It provides AI agents with standardized difference reports, supporting nested structures and various input formats to ensure precise data analysis.

Google API Discovery Service MCP Server

An MCP server that provides access to Google's API Discovery Service, allowing agents to discover and interact with Google APIs through natural language commands.

mcp-clockify

Server Clockify MCP

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.

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.

TWSE MCP Server

Provides real-time access to Taiwan Stock Exchange market data, financial reports, and trading analytics. It enables users to query stock prices, market indices, and corporate profitability metrics through natural language.

Loom Local MCP Server

Extracts and analyzes key frames from Loom videos or local video files for debugging purposes. Automatically detects scene changes and provides visual context for troubleshooting issues.

MCP Server for Coroot

A Model Context Protocol server that provides seamless integration with Coroot observability platform, enabling monitoring of applications, analysis of performance metrics, examination of logs and traces, and management of infrastructure through Coroot's comprehensive API.

Hivemind MCP

Provides access to a community knowledge base of 16k+ debugging solutions and 223+ reusable skills, plus auto-scanned project-specific knowledge bases that learn and store solutions as you work.

BANANA-MCP

An All-in-One Model Context Protocol Server Package that integrates 14 MCP servers (including YouTube, GitHub, Figma, databases) into a single Docker container for use with Claude.

Beelzebub MCP Honeypot

Description: Introduce Beelzebub, an MCP‑based honeypot framework that enables creating decoy tools to detect prompt injection and malicious agent behavior. Motivation: Strengthen the security of LLM workflows by adding a non‑intrusive detection mechanism.