Discover Awesome MCP Servers

MCP Memory Server - HTTP Streaming

Enables creation and management of knowledge graphs with entities, relationships, and observations through HTTP streaming. Supports persistent storage, search functionality, and CRUD operations for building and querying interconnected knowledge bases.

Boilerplate MCP

A template repository for developing Model Context Protocol (MCP) servers with devcontainer setup and curated learning resources.

MCP Document Server

Một máy chủ đơn giản triển khai Giao thức Ngữ cảnh Mô hình (Model Context Protocol) cho tìm kiếm tài liệu.

React MCP SPA

A React single-page application served as an MCP server that renders different UI pages based on the invoked tool name from the host context. It enables embedding interactive React components directly within MCP clients like Claude Desktop through tool calls.

KHU Notebook Research Assistant

An MCP server that interfaces with Google NotebookLM to enable autonomous academic research and systematic knowledge management. It allows users to perform deep web searches and automatically generate study artifacts like research reports, presentation slides, and audio overviews.

TAKO MCP Server for Okta

Enables AI assistants to securely query and manage Okta resources for IAM and security administration. It supports dual-mode operation for standard tool interaction or autonomous agent workflows with sandboxed code execution.

Laravel AI MCP Server

Provides AI assistants with direct access to Laravel documentation, coding rules, and implementation templates stored locally. It enables searching documentation, retrieving design system guides, and accessing domain-specific code examples to streamline Laravel development.

TxtAI MCP Server

txtai là một cơ sở dữ liệu embedding tất cả trong một cho tìm kiếm ngữ nghĩa, điều phối LLM và quy trình làm việc của mô hình ngôn ngữ. Tất cả các chức năng có thể được cung cấp thông qua API của nó và API hỗ trợ MCP. Tài liệu: https://neuml.github.io/txtai/api/mcp/

Plane MCP Server

Gương của

mcp-todoist

MCP Server to create and manage tasks, projects, labels and more in Todoist, using their unified v1 API

QuickBooks Time MCP Server

Cung cấp quyền truy cập thống nhất vào các chức năng của QuickBooks Time API. Máy chủ này hợp nhất nhiều dịch vụ QuickBooks Time vào một giao diện duy nhất, hiệu quả.

BOJ MCP Server

Enables AI assistants to access solved.ac user profiles and search Baekjoon Online Judge problems by difficulty, tags, and keywords through the solved.ac API.

Berlin Open Data MCP Server

Enables interaction with Berlin's open data catalog through tools for full-text search, metadata retrieval, and dataset analysis. It provides access to over 2,500 datasets across categories like transport, health, and education using the Model Context Protocol.

Windows TTS MCP Server

A PowerShell-based MCP server that enables Claude Desktop to convert text to speech using Windows' built-in Speech API, offering features like playback control, speed and volume adjustment.

Railway MCP Server

Enables management of Railway.app infrastructure through natural language, including deploying services, managing environment variables, monitoring deployments, and controlling project resources.

Apache Spark MCP Server by CData

Apache Spark MCP Server by CData

mcp-servers

Mcp server örnekleri

SparkMango

Sparkmango cho phép các agent tạo và sử dụng các máy chủ MCP từ ABI hợp đồng.

Lumar MCP Server

An MCP server that enables conversational access to Lumar SEO crawl data via its GraphQL API. It allows users to query projects, inspect crawl metrics, pull URL-level SEO data, and generate reports using natural language.

Supermemory MCP

A universal memory server that allows users to access their chat memories across different LLMs without requiring logins or payment.

Magic Hour MCP Server

Enables AI-powered media manipulation including face swapping for videos and photos, lip syncing, and face detection via the Magic Hour AI platform. It provides tools for uploading files, managing video projects, and processing content from both local files and YouTube URLs.

TaskUp MCP Server

A centralized workspace orchestration server that enables natural language task management across Notion, Google Calendar, and Telegram. It allows users to analyze intent, create database tasks, schedule calendar events, and send instant notifications.

OpenShift OVN-Kubernetes Benchmark MCP Server

Enables comprehensive benchmarking and performance monitoring of OpenShift clusters using OVN-Kubernetes networking through automated data collection, AI-powered analysis, and report generation. Provides intelligent insights into cluster performance, bottleneck detection, and optimization recommendations.

TwinCAT Validator MCP Server

An MCP server for validating, auto-fixing, and scaffolding TwinCAT 3 XML files using deterministic code quality tools and IEC 61131-3 OOP checks. It enables AI assistants to perform structural validation, apply safe fixes, and generate canonical code skeletons for industrial automation projects.

AINative ZeroDB MCP Server

Provides AI assistants with vector search and persistent memory capabilities using ZeroDB. Enables storing and retrieving context across sessions, semantic document search, and analytics through natural language interactions.

Cloud IoT API MCP Server

A Multi-Agent Conversation Protocol server that provides an interface to Google's Cloud IoT API, allowing agents to interact with and manage IoT devices and registries through natural language.

MCP Weather Free

An MCP server that provides real-time weather data, hourly forecasts, and daily summaries using the free Open-Meteo API with no API key required. It enables users to search for weather conditions by specific coordinates or city names across multiple measurement units.

KeepGoing MCP Server

Provides AI coding assistants with persistent project memory by capturing development checkpoints during git commits, branch switches, and inactivity. It enables seamless task resumption through tools that retrieve session history, momentum, and synthesized re-entry briefings.

NexusAPI

NexusAPI provides a suite of 18 compute tools for AI agents, including web scraping, sandboxed Python code execution, and NLP processing. It enables agents to perform complex tasks like sentiment analysis, image manipulation, and data extraction through a unified interface.