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This is a 93-tool Spotify MCP server for Claude, Cursor, and any MCP client. Smart shuffle, vibe analysis, natural language search, artist networks, and more.

Provides 51 granular tools for Spotify control and data retrieval, optimized for building dynamic HUDs and music interfaces with direct access to individual playback states, track info, device controls, and library management.

A Model Context Protocol (MCP) server that provides AI assistants with comprehensive access to n8n node documentation, properties, and operations.

Spring AI Playground is a self-hosted web UI platform for building low-code tools and dynamically exposing them via built-in MCP server for AI agents.

Springboot Mcpserver Junit

A template idea project by springboot、mcp (server)、junit，including junit test methods.

Spring MCP Server Sample

MCP Server Sample

AI-native project management with persistent memory for coding agents. 17 MCP tools for features, stories, sprints, architecture decisions, knowledge base, and session tracking.

An MCP server that integrates the Sprout Social Public API with Claude and other MCP clients. It allows users to manage social profiles, track analytics for posts and profiles, and schedule social media content.

An MCP server that enables natural language search capabilities for Spryker packages and code across GitHub repositories, allowing users to find Spryker modules and documentation using conversational queries.

Provides natural language search capabilities for Spryker GitHub repositories, packages, and public documentation. It enables code-level searches across Spryker organizations to help developers find relevant modules and technical information.

Enables AI assistants to configure and manage session-based REST and WebSocket mock servers for application development and testing. It allows for dynamic endpoint setup, request history inspection, and real-time WebSocket communication through natural language commands.

Sqlserver MCP

MS SQL Server - MCP for Claude-Code

Provides your AI coding assistant with direct, structured access to the full SquadCo API documentation for payments, transfers, virtual accounts, VAS, and webhooks.

An MCP proxy that connects AI clients to the remote Squidler MCP server while providing local Chrome session management for testing localhost URLs. It enables transparent tool forwarding and allows browser-based test cases to run through a local browser instead of cloud instances.

A Model Context Protocol server implementation that provides basic utility tools including echo, uppercase text conversion, and mathematical calculations.

Deep code indexing for AI agents. Search symbols, navigate call graphs, explore inheritance, track git history — all via MCP.

A unified CLI, web dashboard, and Python API for SLURM job management.

Create AI-powered short-form video clips from YouTube videos using any AI assistant. 9 tools for creating shorts, browsing caption templates, music, gameplay overlays, and meme hooks.

Enables AI assistants to execute shell commands and transfer files via SFTP across remote servers using existing SSH configurations. It supports parallel execution on server groups and provides built-in safety warnings for potentially destructive commands.

Enables remote command execution on SSH hosts (NAS, Linux, VPS) through an HTTP+SSE server, allowing users to run shell commands and receive results via the ssh.exec tool.