Discover Awesome MCP Servers

MCP Server Examples

MCPサーバーの例：純粋なMCP Java SDKを使用して構築 - Spring Frameworkは不要

MCP Product Management System

A comprehensive Model Context Protocol (MCP) server for product inventory management with PostgreSQL database backend, enabling natural language queries for product information across multiple AI platforms.

Phoenixd MCP Server

Enables LLMs to manage a phoenixd Bitcoin Lightning wallet, including creating and paying invoices, managing channels, and querying balances and node info.

o3de-mcp

Automate Open 3D Engine (O3DE) with AI — an MCP server for editor control, project & build management.

Funplay MCP for Unity

This MCP server integrates AI assistants with Unity Editor, allowing them to create scenes, generate scripts, simulate input, and automate workflows using 91 built-in tools.

File Operation MCP Server

Enables file operations such as counting, listing, compressing images, creating/extracting archives, copying/moving files, and merging/splitting PDFs via natural language.

@routescore/mcp

MCP server that exposes Routescore's public API for risk assessment, including MEV cover, bridge refund, and swap checks, as tools for AI agents.

Boostcamp MCP Server

Integrates with the Boostcamp fitness platform to provide access to training history, workout programs, custom exercises, and analytics through Claude.

Memory MCP Server

A lightweight MCP server that provides persistent key-value storage for AI agents using SQLite and Bun. It enables agents to store, retrieve, and manage memories with optional JSON metadata for long-term context retention.

Mem0 MCP Server

Provides long-term memory capabilities for MCP clients by wrapping the Mem0 API, enabling semantic search, storage, retrieval, and management of conversation memories across users and agents.

ADT MCP Server

Connects to SAP ABAP Development Tools (ADT) via MCP, enabling AI assistants to manage SAP systems through natural language.

PALISADE MCP Server

Onchain security scanner for DeFi traders, protecting against rugpulls, honeypots, and dangerous token approvals on Robinhood Chain and other networks.

odoo-mcp

Gives an LLM agent read and write access to partners, sales orders, stock levels, and invoices in an Odoo instance.

smartapi-images

Enables generating images through SmartAPI's image generation endpoint directly from Codex, saving files locally.

Arthor-Agent

AI agent for security teams: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base, OpenAI/Ollama. Risks, compliance gaps, remediations. MIT.

Student Progress Tracker MCP Server

Enables AI assistants to manage student profiles, track assessments, calculate topic mastery, identify learning gaps, and recommend focus areas. Integrates with Claude Desktop and Claude Code for interactive learning analytics.

pw-browser-mcp

Enables browser automation with Playwright, offering 17 tools for navigation, session management, Chrome profile selection, and action recording.

codebase-cartographer

Maps a local Python repository into an AST-backed symbol graph and performs verified multi-file refactors, enabling scope-aware renaming, moving, and deletion of symbols with safety checks.

EU5MinerMCP

MCP server for inspecting and interacting with Europa Universalis V game installs and mods, including file browsing, entity queries, diplomacy and religion reports, and mod update workflows.

@depthark/css-first

This server integrates with Mozilla Developer Network (MDN) documentation to suggest CSS properties, check browser support, and provide implementation guidance with user consent mechanisms.

devdoc

A documentation MCP server that crawls websites and Git repositories, stores them as Markdown, and provides tools to search and retrieve documentation for local LLMs and AI agents.

Figma Structured MCP

Enables automated export, compression, and cloud upload of Figma design assets by simply providing Figma links. Supports batch processing of nodes and children, returning structured data with publicly accessible image URLs.

InvoiceX-Ray

An MCP server for detecting Trade-Based Money Laundering (TBML) in Indian trade finance, cross-referencing invoices against commodity benchmarks, customs records, and regulatory timelines to identify over/under-invoicing, phantom shipments, and duplicate financing.

GPT Search Orchestrator

A read-only MCP server that searches Chinese and global public platforms and fetches public pages, marking evidence status without judging truth.

Disco Engine

Enables AI agents to play Disco Elysium through MCP protocol, with a SQLite ROM containing the game's script and rules, plus a real-time browser observatory.

@misarblog/mcp

Enables AI assistants to publish and manage blog posts on Misar.Blog, including drafts, series, AI content generation, and analytics.

FiveM Enhanced MCP

An unofficial, source-grounded MCP server for FiveM for GTAV Enhanced development, providing exact native lookups, platform constraints, manifest/security reviews, NUI compatibility evidence, and direct primary sources.

ObjectStack MCP Server

Connects Claude Code to any ObjectStack deployment, enabling discovery, querying, and updating of objects and records, plus running business actions, all under user permissions and row-level security.

Healthcare MCP Server

AIアシスタントが、FDA医薬品情報、PubMed研究、健康に関するトピック、臨床試験、医学用語検索など、医療データツールへのアクセスを提供する、モデルコンテキストプロトコルサーバー。

Plugin Hub

Single MCP server providing over 500 developer tools for Claude Code, covering security, testing, documentation, and more.