Developer Tools MCPサーバー

Code Analysis

Enables AI assistants to analyze codebases, calculate code quality metrics, and extract documentation via a Neo4j graph database.

Confluence Communication

Enables interaction with Confluence through CQL queries and content retrieval.

Coding Assistant

Enhances code development by providing intelligent suggestions, documentation integration, and technology detection.

Bitte

Provides Model Control Protocol (MCP) servers for various services, starting with Bitte AI integrations.

Db Timetable

Provides a Model Context Protocol (MCP) server for accessing Deutsche Bahn timetable data.

Minecraft Remote

Control a Minecraft player via an AI assistant to navigate, mine, build, and interact with the world on remote servers.

Time

Provides current time and timezone conversion capabilities through a Model Context Protocol (MCP) server implemented in PHP.

Email

Enables model assistants to access and interact with email accounts via IMAP and SMTP.

Vector

Provides server-side tools for implementing the Model Context Protocol (MCP) in Ruby applications.

Qbittorrent

Provides a FastMCP-based service for interacting with the qBittorrent WebUI API.

Springboot JUnit Template

Provides a Spring Boot template project integrated with MCP and JUnit for building MCP servers.

Doubao TTS

Wraps the Volcano Engine TTS API into a standard MCP protocol tool for one-click speech synthesis using natural language parameters.

AgentOps

Provides crucial observability and tracing data for debugging complex AI agent runs.

GPT Image

Enables any LLM-powered chatbot client to generate and edit professional-quality images using OpenAI's gpt-image-1 model.

Claude Code Prompt Engineer

Intelligently engineers and optimizes prompts for Claude Code, offering interactive refinement and automatic optimization capabilities.

Star Wars

Provides access to the Star Wars API (SWAPI) through Claude Desktop for conversational queries about characters, planets, and films.

Mail Bridge

Connects macOS Mail to AI assistants, enabling direct email analysis and retrieval without manual exports.

Temple Bridge

Binds local AI capabilities with governance protocols to create a sovereign, self-aware agent operating entirely on your machine.

Memory3

Provides an ultra-lightweight, fully local AI memory system designed for Model Context Protocol (MCP) clients, featuring semantic storage and hybrid search capabilities.

Multi-Agent Memory

Equips AI agents with a shared, persistent memory system capable of operating across diverse machines, tools, and frameworks.