Developer Tools MCP Servers

Client Server Sample

Demonstrates the creation and usage of MCP clients and servers using Python.

Google Analytics

Accesses Google Analytics 4 (GA4) data via an MCP server implementation.

Calculator

Provides calculator functionality to Model Context Protocol (MCP) clients.

Community Server

Manages core services and data for online community platforms.

HiveAuth

Enables LLM applications to perform verifiable credential operations, including issuance, verification, and revocation, within the HiveAuth ecosystem.

RabbitMQ

Enables developers to create and deploy custom AI tools as an MCP server, integrating with platforms like Claude Desktop.

Weather

Provides a lightweight and modular server to fetch, process, and serve real-time weather data from APIs.

S3 File Manager

Enables seamless upload, download, and management of files in Amazon S3 buckets, optimized for AI workflows and Model Context Protocol clients.

Liuren

Calculates and serves traditional Chinese Liuren astrological charts and current time information through a standard Model Context Protocol (MCP) server.

Weather

Demonstrates building a weather server and client using the fastmcp framework.

Greetings

Enable AI assistants to greet users in seven different languages with high performance and reliability.

Tavily

Integrates AI assistants with Tavily's advanced web search and data extraction functionalities.

Slack Backend MQ Template

Facilitates the development of message queue system integrations as plugins for Slack backend server environments.

Shell

Provides a self-hosted execution environment enabling large language models to interact with code, files, and dependencies.

OpenProject

Integrates OpenProject's comprehensive project management capabilities with AI assistants through a FastMCP-based server.

Huoshui File Search

Leverages macOS Spotlight to provide rapid and highly configurable file search capabilities.

Project Planner

Deploys a remote server to manage projects and to-do lists, integrating custom tools with AI agents.

Mail IMAP

Provides LLM-optimized access to IMAP servers for robust email management.

Mac Automation

Enables AI assistants to automate macOS applications and system functions using AppleScript and JXA.

Model ID Cheatsheet

Provides AI agents with accurate, up-to-date API model IDs, pricing, context windows, and capabilities across numerous AI providers.