Developer Tools MCP 服务器

Orchestrica

Orchestrates multiple AI agents with flexible communication protocols for scalable AI applications.

Bond

Provides an interface to control Bond Bridge smart home devices for appliances like ceiling fans, fireplaces, shades, and lights.

PyWeather

Provides real-time US weather alerts and 5-day forecasts leveraging the National Weather Service API.

Gemini AI Protocol

Establishes a Model Control Protocol server with integrated Google Gemini LLM capabilities for AI application development.

Weather

Integrates real-time weather data into large language models and Model Context Protocol clients.

MRConfluenceLinker

Integrates GitLab merge request analysis with Confluence documentation via an MCP server.

Milvus Server

Connects LLM applications to Milvus vector database functionality via the Model Context Protocol.

GitHub Gemini

Integrates GitHub with Google Gemini API for intelligent code assistance and repository management.

Client Diagnostics

Surfaces comprehensive diagnostic information about a connected client, including its capabilities, handshake details, and selected features.

Chain

Anchors agent tools, trust registries, and attestable executions on-chain, bringing the Model Context Protocol to Web3.

Learning Project

Facilitates practical learning and development for Model Context Protocol concepts, offering a structured path from basics to advanced topics.

SSH Remote Manager

Enables AI assistants to execute commands and manage remote Linux hosts via SSH, integrating securely with enterprise domain authentication.

Hono

Provides mathematical operation tools via an MCP server, built with HonoJS and optimized for Vercel deployment.

Cloud PC Management

Manages Azure Cloud PCs using the Microsoft Graph API.

Typescript Template

Kickstart development of an MCP server using Express with Server-Sent Events (SSE) in TypeScript.

Zenon

Provides a production-ready starter template for building Model Context Protocol (MCP) servers with TypeScript.

Brave Search

Integrates the Brave Search API to provide comprehensive web and local search functionalities.

Data Server

Perform local file searches using embeddings for semantic understanding.

MGnify

Expose MGnify’s metagenomics API as tools and resources for AI clients using the Model Context Protocol.

GitLab WeChat

Retrieves GitLab code commit records, generates formatted daily reports, and dispatches them to WeChat Work, offering seamless integration with AI assistants via MCP.