Discover Awesome MCP Servers

Adyen Checkout Utility Service MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with Adyen's Checkout Utility Service API through natural language, auto-generated using AG2's MCP builder.

ChuangSi AI Model Content Protection

Provides real-time content safety protection for large language models by detecting and preventing risks in both input and output content across multiple dimensions including compliance, ethics, and security.

pica

Enable seamless interaction with over 100 third-party platforms through a unified interface, powered by Pica. Execute platform actions directly, generate integration code, and manage connections securely without exposing secrets.

N8N MCP Server for Railway

Here's the translation of "N8N MCP Server deployment for Railway" into Spanish: **Despliegue del servidor N8N MCP para Railway** Or, a slightly more descriptive option: **Implementación del servidor N8N MCP en Railway** Both are accurate, but the second option ("Implementación") might be preferred in a more technical context.

JMeter MCP Server

A Model Context Protocol server that enables executing and interacting with JMeter tests through MCP-compatible clients like Claude Desktop, Cursor, and Windsurf.

case-mcp

MCP server: convert a string between case styles. Smart splitting handles mixed-case identifiers like someXMLParser and my-Mixed_thing.

GraphQL Schema Embedder MCP Server

Indexes GraphQL schemas using embeddings to enable semantic search of types and fields for fast lookup. It allows LLMs to discover relevant schema signatures and execute queries against live GraphQL endpoints.

AgentSoap MCP Server

A security interceptor for AI agents that mitigates prompt injections and data loss in autonomous workflows.

MCP Shell Server

Enables secure execution of whitelisted shell commands through MCP, with support for stdin input, timeout control, and comprehensive output including stdout, stderr, and execution time.

ArxivSearcher MCP Server

An MCP server that enables intelligent searching, filtering, and exporting of Software Engineering papers on arXiv with tools for querying by keywords, authors, analyzing trends, and finding related research.

MCP Storybook Image Generator

Generates children's storybook illustrations in multiple art styles (3D cartoon, watercolor, pixel art, hand drawn, claymation) with matching stories using Google's Gemini AI.

Ableton DJ MCP

Enables AI-assisted electronic music production in Ableton Live, with built-in genre theory for indie dance, tech house, melodic techno, and house music.

SlimWeb Client MCP

Consumer-side MCP server for Webless storefront operations, enabling catalog browsing, product search, and order lookup via tools.

Xylent MCP Server

Exposes a suite of 31 AI agents and the Ralph Engine orchestration framework to Claude for managing complex development tasks. It supports direct agent execution, manual task orchestration, and fully autonomous workflows with integrated quality gates.

policy-mcp

Connects policy documents to Claude.ai via vector search, allowing natural language querying and retrieval of indexed documents.

ROS MCP Server

Enables control of ROS/ROS2 robots through natural language commands by translating LLM instructions into ROS topics and services. Supports cross-platform WebSocket-based communication with existing robot systems without requiring code modifications.

mcp-ssh-toolkit-py

mcp-ssh-toolkit-py es un potente servidor MCP para la ejecución segura de comandos SSH a través del Protocolo de Contexto de Modelo.

memory-plugin

Persistent memory management for Claude Code, allowing agents to store and retrieve user preferences, environment notes, and skills across sessions.

Cloud TPU API MCP Server

Provides Multi-Agent Conversation Protocol access to Google Cloud TPU services, enabling management of Tensor Processing Units through natural language interactions with the Google TPU API.

MCP UUID Server

Un servicio sencillo que genera UUID aleatorios cuando se solicitan a través de Claude Desktop.

ReadPDFx - OCR PDF MCP Server

Provides intelligent OCR and PDF processing capabilities that automatically detect whether PDFs contain digital text or scanned images and apply appropriate extraction methods. Supports text extraction, OCR processing, structure analysis, and batch operations.

FastMCP Dummy Server

A minimal example server implementing the Model Context Protocol, providing addition and multiplication tools for learning and experimentation with MCP clients.

zola-mcp

A Model Context Protocol server that connects Claude to Zola, giving you natural-language access to your wedding vendors, budget, guest list, seating chart, events, registry, inquiries, and more.

DigitalOcean MCP Server

Provides comprehensive access to 471+ DigitalOcean API endpoints, enabling AI assistants to manage cloud infrastructure including droplets, databases, load balancers, DNS, Kubernetes, and other DigitalOcean resources programmatically.

Code Execution Server

Enables execution of code in a sandbox environment with integrated web search capabilities. Provides a basic framework for running code safely, primarily designed for AI agents and research applications.

DB Analytics & Query Platform

A FastAPI-based server that enables executing SQL queries, managing database connections, and retrieving analytics reports through MCP-integrated endpoints. It allows users to interact with database schemas, performance metrics, and access logs using structured queries.

Chiasmus

MCP server that gives LLMs access to formal verification via Z3 and SWI-Prolog, plus tree-sitter-based source code analysis. Translates natural language problems into formal logic using a template-based pipeline, verifies results with mathematical certainty, and analyzes call graphs for reachability, dead code, and impact analysis.

MCPSentry

The MCP bridge that audits your routes before exposing them to LLMs and blocks prompt-injection at runtime.