Discover Awesome MCP Servers

Harutalk Japanese Coach MCP

Translates Korean KakaoTalk messages to natural Japanese with pronunciation and expression breakdowns, corrects user-written Japanese sentences, explains expressions, and generates review cards and quizzes for beginner learners.

kbdb

Enables file-based knowledge management with ranked keyword and semantic hybrid search, allowing AI agents to learn from documents and recall relevant knowledge as a persistent memory tool.

mcp-server-vanmoof

Servidor MCP para bicicletas VanMoof

fin-products-tools

MCP server that provides tools to query Korean financial products (savings, deposits, pensions, mortgages, loans) via the FSS Open API, enabling search by company or product type.

DockerHub MCP Server

A production-ready Model Context Protocol (MCP) server that provides comprehensive DockerHub integration for AI assistants. This server enables AI assistants to search, analyze, and manage Docker images through standardized MCP tools.

Dynalist MCP Server

Enables Claude and other AI assistants to read, write, and manipulate Dynalist.io documents programmatically, including operations like searching, editing nodes, bulk importing from markdown, and managing document structure.

GPT-5 Search MCP Server

Provides access to OpenAI's GPT-5 model with web search and advanced reasoning capabilities, enabling AI-powered search and analysis through MCP tools.

Deploy MCP

Enables AI coding assistants to deploy websites directly to Vercel from the IDE, automating framework detection, build validation, and secure environment variable synchronization, with live status updates.

BypassAPI MCP Server

Enables AI agents to fetch any web page (including those behind Cloudflare or CAPTCHAs), extract clean markdown, structured data, crawl sites, and map URLs via BypassAPI.

imagen-4-mcp

RunAPI MCP server for the Imagen 4 model line. Create tasks, poll their status, and check pricing through a single RunAPI API key.

MCP App with Authentication

This MCP server implements a secure OAuth 2.1 authorization server with Google login, enabling authenticated tool execution and a user interface for MCP applications.

Debate Agent MCP

Enables multi-agent code review with P0/P1/P2 severity scoring by orchestrating locally installed AI CLIs (Claude, Codex) to perform parallel analysis, deterministic scoring, and consensus-building on git diffs.

agentic-mcp-server

Enables a fully local multi-agent AI system with 45 specialized agents and 50 predefined workflows via MCP, powered by Ollama and requiring no internet.

Mock Documentation MCP Server

Exposes a tool to retrieve mocked documentation records from a simulated database, supporting query and document ID lookup.

GCP MCP Server

Enables AI agents to manage Google Cloud Platform resources including projects, IAM, service accounts, and APIs directly through GCP REST APIs without requiring gcloud CLI or Terraform.

n3t-mobile-mcp

Enables AI models to send SMS, check delivery status, and perform Mexican Mobile Number Portability (MNP) carrier lookups via the N3T Mobile CPaaS Gateway.

booking-mcp

MCP server exposing a PostgreSQL booking datastore to MCP clients, enabling read/write operations on staff, schedules, clients, and bookings with optional human-approval workflow integration.

XRPL Agent Wallet MCP

Provides secure, policy-controlled wallet infrastructure for AI agents to autonomously manage XRP Ledger wallets and sign transactions. It features a tiered security model with encrypted key storage, a declarative policy engine, and full audit trails for compliance.

Unreal Engine MCP Server

Enables AI assistants to control and automate Unreal Engine through a native C++ Automation Bridge plugin. It supports a comprehensive range of tasks including asset management, actor manipulation, editor control, and blueprint graph editing.

MCP Streamable HTTP Demo

Demonstrates an MCP server with calculate and text_stats tools over Streamable HTTP, integrating with LangChain/LangGraph and n8n agents.

Ghost CMS MCP Server

Enables comprehensive automation and management of Ghost CMS blogs through AI assistants, supporting full CRUD operations for posts, pages, members, media uploads, and bulk content management with enterprise-grade security and performance features.

touch-mcp

High-performance MCP server that enables AI assistants to control TouchDesigner live via WebSocket, providing 37 tools for nodes, parameters, scripting, and more.

heartbeat-mcpl

Periodically sends heartbeat events to wake Connectome agents for self-check-in, with configurable interval and management tools.

KFabric

KFabric is a platform for building traceable and weighted documentary corpora from heterogeneous sources, prioritizing data quality before RAG implementation. It provides tools for document discovery, scoring, and fragment synthesis via an MCP server to prepare high-quality indexable artifacts.

Trafilatura MCP Server

Enables web scraping and content extraction from URLs using the Trafilatura library. Extracts main text content and metadata (title, author, date) from web pages with configurable options for comments and tables.

mcp-bring

Enables AI assistants to read and manage your Bring! shopping lists through natural language commands like adding items, marking purchases, and retrieving list contents.

ton-mcp

Este servidor MCP permite que você interaja com a Blockchain TON.

mcp-video-vision

MCP server that enables video analysis capabilities to Claude, including frame extraction, scene detection, and video metadata retrieval.

BlenderMCP

Connects Blender to local LLMs through MCP, enabling AI-assisted 3D modeling, scene creation, and manipulation.