Discover Awesome MCP Servers

Graphiti MCP Server

Enables users to query a comprehensive knowledge graph of personality psychology containing over 16,000 nodes covering traits, frameworks, and assessments. It supports semantic search of facts and entities, relationship extraction, and the ability to add new information to the graph.

Remote Calculator MCP Server

A containerized MCP server deployed on Amazon EKS that provides a simple calculator tool for adding two numbers. Demonstrates how to deploy and scale MCP servers in a Kubernetes environment with proper session management and HTTP endpoints.

Zoho Timeline MCP Server

Enables Claude Desktop to interactively capture and analyze Zoho CRM timeline screenshots, automatically extracting timeline events, workflows, and functions through OCR and vision API, with export to JSON and Markdown formats.

AutoBuildMCP

A profile-based build automation server powered by MCP that manages, executes, and monitors build processes across multiple projects with features like build queuing, asynchronous execution, and file-watching for automatic rebuilds.

mcp-agent-tool-adapter

MCPツールを最新のエージェントフレームワークを用いて、協調的で推論可能なエージェントに変換します。

Store Scraper MCP

Enables querying and retrieving data from App Store and Google Play Store, including app details, reviews, ratings, rankings, permissions, and search capabilities across both iOS and Android platforms.

Alibaba Cloud MCP Server

A server that provides access to Alibaba Cloud resources including ECS, VPC, and CloudMonitor through API and OOS implementations, enabling resource management and monitoring via a unified interface.

Excel MCP Server

An MCP server for manipulating Excel files that features a headless engine for real-time formula calculation and data validation. It enables users to create, read, and manage workbooks, sheets, and charts without requiring Microsoft Excel installed.

CTP MCP Server

Enables AI-powered generation of production-ready CTP (ConveniencePro Tool Protocol) tools from natural language descriptions, including tool definitions, implementations, tests, and TypeScript validation.

Spec3 MCP Server

A demonstration MCP server for local development and testing with Claude Desktop on WSL. Provides basic utility tools including greeting messages, echo functionality, and server information retrieval.

Ambient Code Platform MCP Server

Delegates expensive or long-running AI tasks to Kubernetes-hosted Claude agents running on OpenShift. Enables creating, managing, and monitoring remote agentic sessions for complex work like codebase analysis and security audits.

Azure MCP Server

Enables monitoring and management of Azure resources including Virtual Machines (VMs) and Virtual Machine Scale Sets (VMSS) through a RESTful API with secure Service Principal authentication.

Julia Documentation MCP Server

このサーバーは、Claude Desktopを通じてJuliaのドキュメントとソースコードへのアクセスを容易にし、ユーザーがJuliaのパッケージ、モジュール、型、関数、およびメソッドに関する情報を取得できるようにします。

Phalcon MCP Server

AIアシスタントがCursor IDEから直接Phalconコマンドを実行して、Phalcon 5.0.xフレームワークプロジェクトを作成および管理できるようにする、モデルコンテキストプロトコルサーバー。

Droit Français MCP

Provides access to official French legal databases (Légifrance and JudiLibre) for searching and consulting French legislation, judicial codes, case law, official journal publications, and court decisions.

MCP Weather Alert Agent

A lightweight AI agent that fetches real-time weather alerts for any U.S. state using the National Weather Service API.

Pioter MCP Server

A Best Practices Oracle that provides dynamic advice, checklists, and architectural patterns for various software technologies. Helps developers with refactoring, testing guidelines, security checklists, and deployment principles through technology-aware recommendations.

Jenkins MCP Server

An MCP server for interacting with a Jenkins CI/CD server. Allows you to trigger jobs, check build statuses, and manage your Jenkins instance through MCP.

Bizinfo MCP Server

Enables users to search and query Korean business announcements from 기업마당 (Bizinfo) using natural language. Supports both CLI and Node.js client interfaces for retrieving business opportunities by region, target audience, and keywords.

Prysm MCP Server

A Model Context Protocol server enabling AI assistants to scrape web content with high accuracy and flexibility, supporting multiple scraping modes and content formatting options.

Nacos MCP Server

大規模言語モデルを通じてNacosのサービスディスカバリーと構成管理とのインタラクションを可能にするサーバー。名前空間、サービス、および構成への読み取り専用アクセスを提供する。

playwright-sse-mcp-server

An MCP server that provides browser automation capabilities via Playwright using Server-Sent Events (SSE). It enables clients to perform web operations and scraping through a containerized Docker environment.

CoinGecko MCP Server

A Model Context Protocol server that connects Gemini CLI with CoinGecko's API, enabling users to access 46 cryptocurrency data tools including price tracking, market trends, and NFT information through terminal commands.

Feishu Base MCP Server

Enables LLMs to interact with Feishu Base (Lark) databases by providing comprehensive tools for managing records, tables, and schemas. It supports full CRUD operations on database entries and structural modifications to table fields through the Model Context Protocol.

Chromium ARM64 Browser

Enables browser automation and web testing on ARM64 devices like Raspberry Pi using system Chromium. Supports navigation, screenshots, form filling, JavaScript execution, and complete SaaS testing workflows through Claude Code integration.