Discover Awesome MCP Servers

EPO Register MCP

MCP server that retrieves document metadata from the European Patent Register using the get_ep_register_documents tool.

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.

dsh-mcp-sync

Automatically synchronizes and deduplicates MCP configurations from Claude Code, Codex CLI, Cursor Agent, and custom sources, providing a centralized view and management interface.

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.

MemMCP

A Byzantine fault-tolerant MCP Memory server that uses SQLite write-ahead logging and FAISS hybrid vector search for deterministic, secure memory operations.

Plausible Analytics MCP Server

Enables AI assistants to query website statistics from Plausible Analytics, providing access to metrics like real-time visitors, traffic trends, and page performance. It supports both Plausible Cloud and self-hosted instances through the Stats API v2.

rollin-mcp-server

Wheelchair accessibility data for 105,000+ locations across 15 US states. Enables search, details, and feedback submission through natural language.

SQL MCP Server

Enables natural-language querying and analysis of an e-commerce SQLite database via MCP, with read-only SQL execution, table inspection, and AI-generated answers.

akta pro

akta.pro gives AI agents and teams structured access to 20M+ private companies and real-time news signals — entity-resolved, deduplicated, and pay-as-you-go.

Mintline MCP Server

Connects AI assistants to Mintline receipts and transactions via the Model Context Protocol. It enables users to search, filter, and manage financial records, including matching receipts with bank transactions through natural language.

apogeoapi-mcp

Geographic data (250+ countries, 150K+ cities), live exchange rates with 25 base currencies, and IP geolocation for AI assistants. Powered by ApogeoAPI.

youtube-music-mcp

An MCP server for managing YouTube Music playlists via Claude. Add and remove songs, create playlists, and ask Claude to suggest music — all through conversation.

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.

Lifesign

Enables AI agents to read real-time device status and health data (battery, location, network) reported from a mobile phone, acting as a single-port HTTP/MCP telemetry server.

mcp-7zip-server

An MCP server for 7-Zip archive operations (list, extract, create) with dual-engine architecture and sandbox security features. Note: currently a learning project and not yet functional.

Market Data MCP Server

Enables fetching market and options data including OHLCV prices, option chains, Greeks, and corporate events through a pluggable FastAPI service. Supports creating aligned training datasets for financial analysis and uses yfinance by default with support for custom data providers.

SMC-MCP

Enables AI agents to analyze price action using Smart Money Concepts (market structure, order blocks, fair value gaps, liquidity sweeps) for stocks, forex, gold, indices, and crypto without an API key.

Memory MCP Server

Exposes local persistent memory as an MCP server with Markdown storage, PARA organization, Zettelkasten linking, and SQLite FTS5 search. Enables Claude and other MCP-compatible agents to store, organize, and retrieve knowledge with context-based recommendations through the Olima association engine.

Atlas Vision MCP

Enables text-only coding agents to analyze local images using a dedicated vision provider, returning markdown and structured JSON evidence for screenshots, diagrams, UI mockups, and error captures.

documentero

Enables AI agents to list Documentero templates, inspect their field schemas, and generate Word/PDF/Excel documents via the Documentero API.

getcourse-mcp

Automates a GetCourse account from an AI agent — grant lesson/training access, manage users and groups — with no official API.

StaticApkAuditor MCP

Enables Android APK security auditing through natural language by decompiling APKs with Apktool and running static analysis heuristics for attack surface, permissions, secrets, crypto, native libraries, and more, with every analysis logged to disk as markdown reports.