Discover Awesome MCP Servers

K8s MCP Server

K8s-mcp-server adalah server Model Context Protocol (MCP) yang memungkinkan asisten AI seperti Claude untuk menjalankan perintah Kubernetes secara aman. Ia menyediakan jembatan antara model bahasa dan alat CLI Kubernetes penting termasuk kubectl, helm, istioctl, dan argocd, memungkinkan sistem AI untuk membantu dengan manajemen klaster, pemecahan masalah, dan penyebaran.

qmcp

An MCP server that enables AI assistants to interact with q/kdb+ databases for development and debugging workflows. It supports executing queries, persistent connection management, and includes a Qython translator for converting Python-like syntax to q.

Confluence Reader MCP Server

Enables AI assistants to read Confluence Cloud pages as markdown, browse page trees, download image attachments, and diff content against local documentation.

Qdrant RAG MCP Server

Provides RAG search and ask capabilities over markdown and text files using Qdrant vector database, with tools for ingestion, retrieval, and source management.

React Native MCP Server

Enables automation and monitoring of React Native apps by providing tools to tap, swipe, screenshot, inspect component state, profile renders, and mock network requests via MCP.

Codex Project Memory

Local repository memory for Codex that indexes TypeScript/JavaScript structure into local SQLite, exposes compact MCP tools, and renders deterministic SVG/map frames.

MCP Server Tester

A web app to test MCP servers using an installation code from Smithery.

Sales-Engineering/RFP-Response MCP

Provides structured templates for security questionnaires, RFP responses, and competitive battlecards to help AI agents and sales engineers draft responses efficiently.

Dooray MCP Server

Enables interaction with Dooray's task and calendar management system, allowing users to filter and list tasks, retrieve details, and manage task comments. It provides a set of tools for seamless integration with MCP-compatible clients like Claude Desktop and Cursor.

mcp-gladia

Enables LLMs to transcribe, analyze, and translate audio/video content through Gladia's API.

YouTube Transcript MCP

Enables AI models to extract transcripts from YouTube videos in multiple languages with zero local setup. It supports all YouTube URL formats and features smart caching via Cloudflare Workers for fast responses.

FreeCAD MCP Server

Allows AI agents like Claude to create, edit, and query 3D models in FreeCAD through natural language.

Banxico MCP Server

Enables access to Bank of Mexico (Banxico) economic data including real-time and historical USD/MXN exchange rates, inflation data, interest rates, and other financial indicators. Supports querying current rates, historical data with date ranges, and economic metadata through natural language.

claudecode-mcp

Local MCP server that wraps the headless Claude Code CLI as MCP tools, providing stateless access to Claude's coding capabilities through prompt-based interactions. It enables users to execute Claude Code commands with various prompt formats and structured outputs directly from MCP clients.

MCP Server - Placeholder Implementation

An MCP server implementation in Python with placeholder tools, deployable to Azure Web App via GitHub Actions. Supports STDIO, HTTP REST, and WebSocket interfaces.

MySQL MCP Server

Connects MCP-compatible clients like Claude to a MySQL database, enabling schema inspection and read/write queries via stdio transport.

IAM Policy Autopilot

Analyzes application code locally to automatically generate baseline AWS IAM identity-based policies by detecting AWS SDK calls in Python, Go, and TypeScript applications. Helps AI coding assistants quickly create IAM permissions that can be refined as applications evolve.

Docker MCP Server

Enables AI assistants like Claude to manage Docker containers, images, and Docker Compose deployments through the Model Context Protocol. Provides secure container lifecycle management, image operations, and multi-host Docker server connections.

Antigravity MCP Server

A production-ready MCP server with tools for weather, calculator, and mock database queries, plus resources and prompt templates, featuring a glassmorphism admin dashboard and WebSocket support.

vvvesse

ESSE (Existence Synchronization System Entity) — a meta-agent MCP server that fuses 2–5 AI agents into one unified mind. Supports 3 fusion modes: capability assimilation, synchronization link, and perfect convergence. Works with Claude Desktop, Cline, and Cursor.

Scrapezy MCP Server

A Model Context Protocol server that enables AI models to extract structured data from websites through the extract\_structured\_data tool.

codex-in-claude

Call OpenAI Codex from Claude Code for independent second opinions, structured code review, and delegated coding tasks through a FastMCP plugin that drives the codex CLI safely.

PDFtotext MCP Server

A reliable server for extracting text from PDF documents using the poppler-utils' pdftotext utility, compatible with any Model Context Protocol client.

ConvertAgent

File conversion built for AI agents. CLI, REST API, and MCP server — all sharing one engine.

Script Runner MCP Server

Enables execution, listing, reading, and help retrieval of local Bash, PowerShell, and Python scripts from a specified directory.

Remote MCP Server (Authless)

A template for deploying MCP servers without authentication on Cloudflare Workers. Enables custom tool creation and integration with Claude Desktop and AI Playground through Server-Sent Events.

Spain AI Kit

A collection of MCP servers that connect AI assistants to Spanish open government data, including statistics, legislation, land registry, and weather forecasts.

Open WebUI Knowledge Base MCP Server

MCP server that exposes Open WebUI Knowledge Bases as tools and resources, enabling AI assistants to search and access knowledge bases.

Gemini Veo MCP

Generates videos using Google Gemini Veo from text prompts with optional aspect ratio settings.