Developer Tools MCP 服务器

Transport NSW

Facilitates interaction with the Transport NSW API using the Model Context Protocol for accessing real-time transport data.

Microcms

Enables LLMs to search and retrieve content from microCMS using the Model Context Protocol.

Dynamic Tools

Provides a dynamic server for exposing Python functions as instantly available, AI-callable tools.

NTP Time Service

Enables large language models to acquire precise network time through NTP.

Zuora Billing

Transforms a Zuora OpenAPI specification into a Model Context Protocol (MCP) server for streamlined API interaction.

Basecamp

Integrates Basecamp's project management and collaboration features with AI assistants, enabling automated interaction with projects, to-dos, and messages.

Books API

Provides a FastAPI-based API for managing book data, designed to explore the Model Context Protocol (MCP) implementation in a client-server context.

Equinix Docs and API

Integrates Equinix APIs and documentation into a Model Context Protocol (MCP) server for local experimentation and learning.

Reasoning Boilerplate

Accelerates the development of custom AI assistant tools, resources, and prompt templates.

NotifierBot

Orchestrates dynamic, real-time notifications to third-party services like Telegram Bot and WeChat, driven by remote text, notification types, and verification parameters.

Memory

Enables clients to retain and retrieve user information across conversations, leveraging vector search for semantic understanding.

MySQL

Enables AI models like Claude to interface directly with MySQL databases via the Model Context Protocol.

Greenlight

Provides a visual status indicator in a terminal window for AI assistants, showing working, waiting, or completion states.

Hello

Exposes static documentation via a Spring Boot-based Model Context Protocol (MCP) server to AI assistants like Gemini Code Assist and Claude.

Agentlab

Orchestrates AI agents and their associated tools by defining infrastructure in YAML for unified local deployment.

SearXNG

Integrates SearXNG functionalities through a standalone Model Context Protocol server.

Copus

Enables AI assistants to access a database of human-curated content recommendations.

VibeCode

Generates cryptographically verified Digital Twin snapshots of entire codebases as immutable, restorable PDFs for AI consumption and perfect reconstruction.

Open Webtools

Provides web search, website reading, and YouTube transcript tools for LLM clients, requiring zero API keys.

Long-Term Memory

Provides AI assistants with persistent, self-organizing memory capabilities, enhanced by semantic search, knowledge graphs, and reinforcement learning.