Discover Awesome MCP Servers

Voice Call MCP Server

ClaudeのようなAIアシスタントが、TwilioとOpenAIの音声モデルを使ってリアルタイムの音声通話を開始・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。

EduChain MCP Server

Integrates the EduChain library with Claude Desktop to generate educational content such as multiple-choice questions, lesson plans, and flashcards. It utilizes Gemini LLMs through LangChain to provide local and secure content generation tools.

RAG MCP Server

Combines a knowledge graph with RAG (Retrieval-Augmented Generation) capabilities for semantic code indexing and search. Enables creating entity relationships, managing observations, and performing semantic searches across indexed codebases.

EliteMCP

Analyzes directory structures with .gitignore awareness and executes Python code in secure sandboxed environments. Combines intelligent codebase analysis with safe code execution for development workflows.

Vaiz MCP

Connects Cursor/Claude to your Vaiz workspace, enabling search and management of tasks, projects, documents, milestones, and team members through natural language.

Concept Tracker

Automatically extracts technical concepts from AI coding conversations, organizes them into a searchable knowledge base with hierarchy and categories, and links them to specific locations in your codebase.

dev-chrome-monitor

Enables interaction with Chromium browser instances through Puppeteer for inspecting dev builds, capturing screenshots, and automating UI interactions. Features permission-gated tools for secure browser navigation, DOM manipulation, and JavaScript evaluation.

Sendmail MCP Server

Enables AI agents to send emails through your SMTP server using Nodemailer. Supports plain text and HTML emails with automatic logging for audit and debugging.

126 Email MCP Server

Enables sending emails through 126 mailbox SMTP service with support for plain text/HTML content, CC/BCC recipients, and secure SSL/TLS connections.

FreshRSS MCP Server

Enables interaction with FreshRSS RSS feed readers through the Google Reader compatible API. Supports feed management, article reading/searching, and marking articles as read or starred.

MCP Server Implementations

Model Control Protocol (MCP) を Server-Sent Events (SSE) を用いて実装するカスタムサーバー

MCP PDF Server

A Model Context Protocol (MCP) based server that efficiently manages PDF files, allowing AI coding tools like Cursor to read, summarize, and extract information from PDF datasheets to assist embedded development work.

Israel Statistics MCP

MCP server that provides programmatic access to the Israeli Central Bureau of Statistics (CBS) price indices and economic data

MCP Odoo Shell

A bridge server that provides access to an Odoo shell environment, allowing execution of Python code within an Odoo database context for model introspection and database operations.

LumenX-MCP Legal Spend Intelligence Server

MCP server that enables intelligent analysis of legal spend data across multiple sources (LegalTracker, databases, CSV/Excel files), providing features like spend summaries, vendor performance analysis, and budget comparisons.

mcp-mysql-lens

MCP server to connect MySQL DB for read-only queries. It offers accurate query execution.

OpenWRT SSH MCP Server

Enables AI agents to manage OpenWRT routers remotely via SSH, supporting system monitoring, network management, OpenThread Border Router configuration, and package management through natural language commands.

MCP Seekr Server

Enables web search through Google and Wikipedia plus content extraction from any webpage via the Seekr API. Provides real-time search results with advanced filtering options and clean text extraction capabilities.

WordPress Code Review MCP Server

A lightweight, configurable server that fetches coding guidelines, security rules, and validation patterns from external sources to help development teams maintain code quality standards in WordPress projects.

YouTube to LinkedIn MCP Server

鏡 (Kagami)

Android MCP Server

Enables control and automation of Android devices using uiautomator2 and ADB. It supports UI interactions, app management, and shell command execution through the Model Context Protocol.

JakartaMigration

A Model Context Protocol (MCP) server that provides AI coding assistants with specialized tools for analyzing and migrating Java applications from Java EE 8 (javax.) to Jakarta EE 9+ (jakarta.).

Next.js MCP Server

A template MCP server built with Next.js using the Vercel MCP Adapter. Provides a framework for deploying MCP servers with custom tools, prompts, and resources on Vercel with SSE transport support.

Oracle Sales MCP Server by CData

This read-only MCP Server allows you to connect to Oracle Sales data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

Todo MCP Server

A TypeScript-based server that enables AI agents to create, prioritize, and manage ordered task lists for complex projects. It provides tools for task tracking, status filtering, and progress statistics with persistent storage.

Kodit

A Code Indexing MCP Server that connects AI coding assistants to external codebases, providing accurate and up-to-date code snippets to reduce mistakes and hallucinations.

img-gen

Provides tools for generating optimized images via Google's Gemini model and fetching weather forecasts and alerts from the National Weather Service. It enables users to create visual content and retrieve environmental data seamlessly within MCP-compatible clients.

Excel Explorer

An MCP server that allows LLMs to read, analyze, and interact with Excel files through file operations, data discovery, and comprehensive analysis tools.

MCP Hub Database Server

Enables querying and searching the MCP Hub database to discover MCP servers, view server details, find top servers by popularity or recency, and identify top contributors.

TigerData-mcp-server

Run queries and pull information about your TigerData Cloud's PostgreSQL databases