Discover Awesome MCP Servers

Qdrant MCP Server

Here are a few ways to translate "A Model Context Protocol (MCP) server implementation for RAG" into Indonesian, with slightly different nuances: **Option 1 (Most Direct):** * **Implementasi server Protokol Konteks Model (MCP) untuk RAG** This is the most literal translation, keeping the acronyms and technical terms as they are. It's suitable if the audience is familiar with the English terms. **Option 2 (Slightly More Explanatory):** * **Implementasi server Protokol Konteks Model (MCP) untuk Retrieval-Augmented Generation (RAG)** This spells out RAG, which might be helpful if the audience isn't familiar with the acronym. **Option 3 (Focus on Functionality):** * **Implementasi server Protokol Konteks Model (MCP) untuk sistem RAG** This translates "for RAG" as "for a RAG system," which can be slightly clearer. **Option 4 (More Descriptive, but Longer):** * **Implementasi server Protokol Konteks Model (MCP) untuk digunakan dalam Retrieval-Augmented Generation (RAG)** This translates to "Implementation of a Model Context Protocol (MCP) server for use in Retrieval-Augmented Generation (RAG)." It's more descriptive but also longer. **Which one to choose depends on your audience:** * **Technical audience familiar with the terms:** Option 1 is fine. * **Technical audience, but you want to be clear:** Option 2 or 3 are good choices. * **Less technical audience:** Option 4 might be better, or you might need to explain RAG further. Therefore, I recommend **Option 2: Implementasi server Protokol Konteks Model (MCP) untuk Retrieval-Augmented Generation (RAG)** as a good balance between accuracy and clarity.

StarUML MCP Server

Enables AI to remotely control StarUML for generating UML diagrams (use case, class, sequence, ER, etc.) via MCP protocol or REST API.

mcp-skills

Provides dynamic, context-aware code assistant skills through hybrid RAG (vector + knowledge graph), enabling runtime skill discovery, automatic toolchain-based recommendations, and on-demand loading from multiple git repositories.

google-cloud-mcp

Enables management of Google Cloud services including BigQuery, Cloud Logging, Cloud Storage, and Compute Engine via MCP tools.

snapshot-mcp-server

Save conversation state, resume work across sessions, and organize multiple snapshots with minimal token overhead.

Office-Word-MCP

A Model Context Protocol server for enterprise-grade document automation, enabling AI assistants to create, read, manipulate, and analyze Microsoft Word documents programmatically.

RPG MCP Server

Enables playing RPGs with LLMs through tools for dice rolling (e.g., '1d6'), success checks with criticals, and random event generation.

designer-mcp

A visual designer pen for Claude Code that lets users click, drag, or draw on webpages to get source code locations and screenshots for direct editing and verification.

competlab-mcp-server

Competitive intelligence platform with 24 tools. Monitor competitor pricing, content, positioning, tech stacks, and AI visibility — track how ChatGPT, Claude, and Gemini rank your brand.

mmnt-mcp-server

Here are a few possible translations, depending on the context and what you want to emphasize: * **Server MCP untuk mesin pencari Mamont:** This is a direct translation and is generally suitable. * **Server MCP bagi mesin pencari Mamont:** This is a slightly more formal translation, using "bagi" instead of "untuk." * **Server MCP untuk keperluan mesin pencari Mamont:** This emphasizes the purpose of the server. * **Server MCP yang digunakan oleh mesin pencari Mamont:** This emphasizes that the Mamont search engine uses the server. Without more context, the first option, **Server MCP untuk mesin pencari Mamont**, is likely the best choice.

Obsidian MCP Server

Enables AI assistants to manage Obsidian notes via local REST API, supporting file CRUD, search, commands, and periodic notes.

Linear MCP

Server Linear API MCP untuk integrasi LLM

Hong Kong Food Data MCP Server

Provides access to Hong Kong food data, including wholesale food prices, through a FastMCP interface.

scout-mcp-server

MCP server for browser automation with anti-detection. Scout pages, find elements, interact with websites, and monitor network traffic from any AI client that supports the Model Context Protocol.

Judicature MCP

Enables searching the ak-vrana.cz website for articles by keywords and extracting webpage content to Markdown format.

Rchilli Resume Parser MCP Server

Enables parsing and extracting structured data from resumes using the Rchilli API. Supports resume parsing from public URLs or binary data in base64 format.

mcp-pprof-anaylzer

This is a Model Context Protocol (MCP) server implemented in Go, providing a tool to analyze Go pprof performance profiles.

telegram-mcp

Integrasi Telegram API untuk mengakses data pengguna, mengelola dialog (obrolan, saluran, grup), mengambil pesan, dan menangani status baca.

CodeGraph MCP Server

Enables querying and analyzing code relationships by building a lightweight graph of TypeScript and Python symbols. Supports symbol lookup, reference tracking, impact analysis from diffs, and code snippet retrieval through natural language.

PDF Reader MCP Server

Memberdayakan agen AI untuk membaca dan mengekstrak informasi (teks, metadata, jumlah halaman) secara aman dari file PDF dalam konteks proyek menggunakan alat MCP yang fleksibel.

Rewindex

Auto-snapshot tool for AI agents. Reduces the risk of AI agents breaking your code by automatically saving a snapshot of every file change locally. Rewind sessions, audit code changes, and inspect diffs directly from your AI chat or the built-in dashboard. Free and safe no cloud run local.

ApiPost MCP

A server that enables management of ApiPost API documentation and team collaboration through the Model Context Protocol, supporting complete interface management directly from compatible editors.

Industrial MCP Server

Enables AI assistants to monitor and interact with industrial systems, providing real-time system health monitoring, operational data analytics, and equipment maintenance tracking. Built with Next.js and designed for industrial automation environments.

WebClone MCP Server

Enables AI agents to clone entire websites, download files, manage authentication sessions, and analyze site information with support for JavaScript-heavy SPAs and dynamic content.

Swagger/Postman MCP Server

Enables AI agents to dynamically discover and interact with APIs through Swagger/OpenAPI specifications and Postman collections using a strategic four-tool approach. It streamlines API integration by providing universal tools for endpoint discovery, detailed request information, and authenticated execution.

lunchmoney-mcp

A comprehensive MCP server that enables AI assistants to manage Lunch Money finances through 37 tools for transactions, budgets, and accounts. It supports both local stdio and remote HTTP transport modes with secure, encrypted credential storage.

MCP-Server

Implementasi Protokol Konteks Model yang memungkinkan model bahasa besar untuk memanggil alat eksternal (seperti perkiraan cuaca dan informasi GitHub) melalui protokol terstruktur, dengan visualisasi proses penalaran model.

Websearch MCP Server

Enables web searching via DuckDuckGo and page fetching with automatic HTML-to-Markdown conversion to reduce LLM token usage by approximately 60%. It provides tools for search, content extraction, and combined operations without requiring any external API keys.

pyhood-mcp

Connect your Robinhood account to Claude Code (or any MCP client) for conversational portfolio management and automated trading.