Discover Awesome MCP Servers

Introduction

鏡 (Kagami)

Plan-MCP

An MCP server that uses Google Gemini AI to analyze requirements, create project plans, review code quality, and provide execution analysis feedback for software development projects.

MCP Xcode Server

An MCP server that provides tools for programmatically interacting with Xcode projects, enabling users to manage targets, schemes, and files. It supports essential development tasks including building, testing, and cleaning projects through the Xcode command-line tools.

MCP Build Environment Service

Provides secure access to containerized build environments for software projects, enabling AI assistants to execute builds, run tests, manage git operations, and inspect build artifacts without requiring local installation of dependencies.

MCP Oracle Server

A Model Context Protocol server that enables Claude to access and interact with Oracle databases through natural language queries.

MCP Doubao Seedream 4.0

Enables AI image generation using Doubao's Seedream 4.0 model through natural language prompts. Automatically downloads generated images to local directories with configurable parameters like resolution, watermarks, and batch generation.

DDG MCP Server

A basic MCP server built with FastMCP framework that provides example tools including message echoing and server information retrieval. Supports both stdio and HTTP transports for integration with various MCP clients.

Official Substack MCP Server

Official Substack MCP Server

MCP-Mem0

A robust server for managing long-term agent memory using Mem0, providing efficient storage and retrieval of agent memories with a lightweight Python-based implementation.

Pybricks RAG Assistant

Enables beginner-friendly Python and Pybricks development support through RAG-powered tools that search official documentation, suggest code snippets, and provide version-aware guidance for LEGO robotics programming.

Obsidian MCP Server

Enables AI agents to explore, search, and manage local Obsidian vault documents with tools for document search, automatic frontmatter property generation, and attachment organization.

Solana Agent Kit MCP Server

An implementation that enables interaction with the Solana blockchain through the Model Context Protocol, supporting all actions from the Solana Agent Kit for standardized protocol operations.

GitHub MCP Server CLI Extension

GitHub MCP Server 用の GitHub CLI 拡張機能 (自動認証付き)

AI Image MCP Server

Enables AI-powered image analysis using OpenAI's Vision API and image generation with DALL-E models. Supports image description, content analysis, comparison, editing, and creating variations with intelligent caching.

mcp-open-library

A Model Context Protocol (MCP) server for the Open Library API that enables AI assistants to search for book information.

YouTube Transcript MCP Server

Enables AI models like Claude to easily access and utilize subtitle data from YouTube videos by extracting transcripts from video URLs with support for multiple languages.

MCP Resume Scorer with Leaderboard

Enables AI-powered resume scoring and feedback through secure Google OAuth authentication. Provides FastAPI endpoints for resume evaluation with plans for leaderboard visualization and competitive scoring features.

Twitter Client MCP

ElizaOS agent-twitter-client ライブラリを使用した、安全な Twitter クライアント統合のための Model Context Protocol (MCP) サーバー

Routine

An MCP server that allows users to create custom tools on the fly by stitching together actions from multiple MCP tools into reusable routines.

What Happen MCP

Aggregates news from 70+ platforms across categories like tech, finance, social, entertainment, and sports. Provides access to trending topics from popular Chinese platforms including Weibo, GitHub, Zhihu, Baidu, and Bilibili.

git-mcp-server

MCPサーバーにおけるGitHub/GitLab連携

MCP Easy Installer

MCP Easy Installerは、MCPサーバーを検索、インストール、構成、修復、アンインストールするためのツールを備えた、堅牢なMCPサーバーです。

SO Analyzer MCP

Enables analysis of native Android libraries (SO files) and Flutter applications, including decompilation, function identification, SSL certificate bypass patching, and binary modification through 30+ specialized tools.

LinkedIn Poster

Enables ChatGPT and Claude Desktop to post text content directly to your LinkedIn profile using the official LinkedIn UGC Posts API with OAuth 2.0 authentication.

Canvas MCP Server

Enables AI assistants to interact with Canvas LMS through 25 comprehensive tools. Supports course management, assignments, grades, messaging, calendar events, and file access through natural language.

Nmap MCP Server

Enables network security scanning using Nmap through MCP protocol. Supports quick port scans, full port scans with service detection, and custom Nmap commands with async task management.

HiveFlow MCP Server

Connects AI assistants (Claude, Cursor, etc.) directly to HiveFlow automation platform, enabling flow management and execution through natural language commands.

mmnt-mcp-server

鏡 (Kagami)

Playwright MCP

A server that enables LLMs to interact with web pages through structured accessibility snapshots without needing screenshots or visually-tuned models.

RedNote MCP Server

A Model Context Protocol (MCP) server that enables AI assistants to search, retrieve, and analyze content from Xiaohongshu (Little Red Book), providing access to notes, user information, and trending topics.