Discover Awesome MCP Servers

Flask MCP Server Implementation Guide

A Flask-based reference implementation demonstrating how to build an MCP server with stateless HTTP transport, including example tools for generating random numbers and sentences.

Raworc MCP Server

Enables AI assistants to interact with Raworc's agent runtime platform through seamless integration. Supports session management, message handling, space and agent management, and secure secret storage operations.

Furikake

A local CLI & API for MCP management that allows users to download, install, manage, and interact with MCPs from GitHub, featuring process state management, port allocation, and HTTP API routes.

Coolify MCP Server

An MCP server that enables AI assistants to manage infrastructure, applications, databases, and services through the Coolify PaaS platform.

pumpfun-mcp

鏡 (Kagami)

Bürokratt MCP Server

Provides AI coding assistant rules and guidelines for Bürokratt modules, including expertise in DSL-based backend (Ruuter YAML, SQL), frontend development, browser debugging, fork synchronization, and service testing capabilities.

fund-mcp

A fund knowledge base server based on Model Context Protocol (MCP), providing query and retrieval functions of fund-related knowledge, and supporting multiple deployment modes and protocols.

FinaShopping MCP Server

Enables interaction with Uruguayan financial products including loans, credit cards, and insurance. Supports searching products, calculating payments, comparing options, and accessing financial guidance through Claude Desktop.

MCP Selenium Grid

Enables browser automation by managing Selenium Grid browser instances (Chrome, Firefox, Edge) in Docker or Kubernetes environments. Provides secure, scalable browser control for AI agents and testing workflows.

Doclea MCP

A local MCP server providing persistent memory for AI coding assistants by storing and searching architectural decisions, patterns, and solutions. It also includes tools for git automation and mapping codebase expertise based on project history.

Filesystem MCP 🌐

Node.js で構築された Model Context Protocol (MCP) サーバー。Cline/Claude のような AI エージェントに、セキュアで相対的なファイルシステムアクセスを提供します。

Home Assistant MCP

Enables control and monitoring of Home Assistant smart home devices through MCP protocol. Automatically manages authentication tokens and provides simplified tools for device discovery, switch control, and light brightness adjustment.

Starbucks MCP Server

Remote MCP server that can be deployed on Cloudflare Workers without authentication, allowing users to access Starbucks-related tools through Claude and the Cloudflare AI Playground.

Task Researcher

AIコーディングの研究者で、タスクの複雑さを分析し、複雑なタスクをサブタスクに分解するためにディープリサーチ（STORM）を実行するMCPサーバーまたはCLIです。

Clappia MCP

Enables programmatic interaction with the Clappia no-code platform, allowing users to create and manage custom apps, forms, submissions, fields, and analytics through natural language commands.

Faulkner DB

A temporal knowledge graph system that enables users to record and query architectural decisions, implementation patterns, and project failures. It integrates with Claude to provide hybrid search, timeline tracking, and automated knowledge gap detection using graph analysis.

btcfi-api

Bitcoin data for AI agents. Pay-per-query via x402 micropayments. No API keys. No subscriptions. No tokens.

ClickUp MCP Server

Enables AI assistants to interact with ClickUp tasks, analyze workflows, update statuses, manage custom fields, and add comments through the ClickUp API with built-in rate limiting and type safety.

DevOps AI Toolkit

Enables intelligent Kubernetes deployments, automated documentation testing, organizational pattern management, and shared prompt libraries. Provides AI-powered recommendations based on cluster capabilities and automates DevOps workflows through conversational interfaces.

Careerjet Job Search MCP Server

Provides job search functionality using Careerjet API with features for keyword and location-based searches, advanced filtering, and support for 50+ countries and languages.

Google Calendar MCP Server

Googleカレンダーとの自然言語インタラクションを可能にするモデルコンテキストプロトコルサーバー。ユーザーは、コンテキストを考慮した操作を通じて、カレンダーイベントの表示、作成、更新、削除を行うことができます。

MCP Tools

Provides context management and todo persistence with AI second opinions from ChatGPT and Claude. Enables saving code snippets, conversations, and todos across sessions with full-text search capabilities.

OpenAPI to MCP Server

A service that converts OpenAPI specifications into MCP tools, enabling AI assistants to interact with your API endpoints through natural language.

Cisco Catalyst Center MCP Server

Enables network management through Cisco Catalyst Center, providing tools for monitoring device health, tracking client data, and managing network issues. It also supports compliance and lifecycle management by retrieving EoX summaries and detailed security advisory status.

MCP Kali Server

Connects MCP clients to a Kali Linux terminal API, enabling AI-assisted penetration testing, CTF challenge solving, and automated security reconnaissance through command execution.

Dental Clinic Appointments MCP Server

Enables management of dental clinic appointments through full CRUD operations, including scheduling, status tracking, and patient information management. Supports local JSON storage and allows filtering by date range, appointment type, dentist, or patient name.

Microsoft Excel MCP Server by CData

Microsoft Excel MCP Server by CData

MCP Server Demo

A Python-based Model Context Protocol server with Streamlit chat interface that allows users to manage a PostgreSQL database through both web UI and MCP tools, powered by Ollama for local LLM integration.

XRPL MCP Server

ClaudeやGPTのようなAIモデルが、標準化されたAPIインターフェースを通じてXRP Ledgerのデータや機能にアクセスできるようにするブリッジ。