Discover Awesome MCP Servers

FlowZap MCP Server

Enables AI assistants to create and validate workflow diagrams using FlowZap's text-based DSL. Generates shareable playground URLs for visualizing flowcharts, process diagrams, and CI/CD pipelines through natural language descriptions.

Polyglot

An MCP server that provides standardized translation services across six languages (Arabic, Chinese, English, French, Russian, Spanish) using Claude Sonnet 3.5, with support for different domains and formality levels.

LinkedIn Bulk Data Scraper

An MCP server that provides access to the LinkedIn Bulk Data Scraper API and various utility tools for data extraction and processing.

MCP Server

GitHub API 連携用 MCP サーバー

Hyperliquid MCP Server

Hyperliquid SDKをラップするモデルコンテキストプロトコルサーバー。AIアシスタントがHyperliquid暗号通貨取引所とやり取りして、市場データの取得、取引の実行、ポジションの管理を可能にする。

Kustomize MCP

An MCP server designed to help AI models refactor Kubernetes configurations by analyzing Kustomize dependencies and rendering manifest diffs across environments. It provides tools for computing file dependencies, rendering overlays, and comparing configuration changes through a checkpointing system.

Lotus Wisdom MCP Server

ロータス経の知恵の枠組みを活用した、構造化された問題解決のためのMCPサーバー。美しい可視化、多様な思考アプローチ、様々なMCPクライアント（例：Claude Desktop、Cursor、Cherry Studio）との互換性。

MCP-NG

A high-performance Go-based MCP server that provides a microservice architecture for orchestrating diverse tools through gRPC and HTTP/REST APIs. Enables seamless integration of language-agnostic tools including ML capabilities, web search, calculations, and human interaction for intelligent agent workflows.

Neo4j MCP

Enables LLMs to interact with Neo4j graph databases using natural language to execute Cypher queries and introspect database schemas. It supports both read and write operations for local, Docker, and cloud-based instances like Neo4j Aura.

Cloudflare MCP Server

Exposes Cloudflare DNS, security, redirects and zone-settings functionality as structured tools that AI assistants like Claude Desktop can invoke directly.

AWS Sage

A unified MCP server for AWS that enables natural language infrastructure management, cross-service resource discovery, and dependency mapping. It features 30 intelligent tools for cost optimization, incident investigation, and multi-account operations protected by a robust safety system.

MCP Server Demo - Learning Project

A comprehensive learning project demonstrating MCP server implementation with tools for calculator operations, file management, and system information retrieval, including Google ADK integration patterns and best practices.

GitGuardian MCP Server

Enables AI agents to scan projects for leaked secrets and manage security incidents using GitGuardian's comprehensive API. It supports automated secret detection, honeytoken creation, and remediation workflows to secure codebases without context switching.

FRED Economic MCP Server

Provides access to 800,000+ Federal Reserve Economic Data (FRED) time series, enabling users to search, retrieve, and analyze economic indicators like GDP, unemployment, inflation, and interest rates through natural language queries.

Kratos-MCP

A memory system for AI coding tools that stores and retrieves codebase context with project isolation. Enables coding assistants to maintain searchable memory of code snippets, comments, and runtime traces with full source traceability.

Eagle MCP Server

Eagle MCP Server

n8n Autopilot MCP SaaS

An AI-powered workflow automation platform that builds and executes n8n workflows based on natural language descriptions. It integrates a NestJS-based MCP server to facilitate seamless task automation and management.

lark-tools-mcp

lark-tools-mcp は、Lark と cursor を接続します。 これにより、cursor はドキュメントの読み取り、メッセージの送信、タスクの処理、およびデータ分析を実行する機能を得ます。

PDF Reader MCP Server

Enables AI agents to securely read and extract information from PDF files including text content, metadata, and page counts from both local files and URLs within the project context.

Minecraft MCP Bot

Enables AI assistants to control a Minecraft bot through natural language commands using the Mineflayer library. Provides intelligent pathfinding, chat communication, entity detection, and generic access to Minecraft bot capabilities.

SystemPrompt MCP TaskChecker

Enterprise-grade MCP server for intelligent task management with 0-100 evaluation scoring, session-based workflow tracking, and real-time status monitoring for AI assistants.

MCPGame

A multiplayer first-person 3D virtual house environment with interactive elements including a TV with image display system and computer terminal for accessing MCP systems.

MCP SysOperator

A Model Context Protocol server enabling AI assistants to directly interact with infrastructure tools like Ansible and Terraform for executing playbooks, managing cloud resources, and performing other infrastructure operations.

vc-mcp

VidiCore 用 MCP サーバー

Archicad MCP Server

Enables MCP clients like Claude to interact with Graphisoft Archicad through the Tapir add-on's JSON commands. Supports automated Archicad operations and custom tool integration for architectural design workflows.

read-docs-mcp

A Model Context Protocol server that enables AI agents to access, search, and understand structured package documentation and source code from Git repositories. It automatically generates specialized tools to browse module overviews, components, and detailed documentation for technical libraries.

Snipe-IT MCP Server

Enables AI assistants to manage Snipe-IT inventory systems through comprehensive asset and consumable operations. Supports creating, updating, tracking, and managing IT assets, consumables, maintenance records, file attachments, and generating labels.

Jina AI MCP Server

Provides access to Jina AI's Search Foundation APIs for embeddings, web search, content extraction, reranking, classification, and semantic text segmentation.