MCP Servers

This repository provides a JVM monitoring MCP server based on Arthas, offering a Python interface for analyzing Java processes locally or remotely. It supports real-time thread and memory monitoring, along

The Tavily MCP Server provides AI-powered web search capabilities for LLMs using Tavily's API, enabling sophisticated searches, direct answers, and recent news retrieval with AI-extracted content. The Tavily MCP Server

MCPheonix is an Elixir Phoenix-based server implementing the Model Context Protocol for AI model interaction, featuring real-time notifications, a resource system, and a self-healing distributed architecture using Cloudflare.

An elixir Model Context Protocal (MCP) server library which uses the Server-Sent Events (SSE) transport type

This repository provides the Needle MCP Server, enabling document management and Claude-powered searches through Claudie Desktop. It integrates with the Needle ecosystem for advanced document handling and retrieval.

mcp-kafka bridges AI assistants and Kafka, enabling interaction with Kafka clusters through the Model Context Protocol. It allows AI to manage topics, produce messages, and consume data directly from Kafka.

This repository provides a scalable solution for OpenAPI endpoint discovery and API requests, utilizing in-memory semantic search and a FastAPI server to efficiently serve API documentation to MCP clients.

This repository provides a local, "primitive" RAG-like web search model context protocol (MCP) server that runs without external APIs. It allows Claude to access and use new information from web

This repository provides an MCP server enabling Claude to interact with Google Calendar. It allows listing events, creating meetings, and finding free time slots by utilizing the Google Calendar API.

This repository provides an MCP server that enables users to create, manage, and publish posts directly to X/Twitter through Claude chat. It offers both automated and manual installation options for seamless integration.

This repository hosts the Model Context Protocol (MCP) server for Daipendency, enabling extraction of narrative and API documentation for project dependencies using the `get_dependency_docs` tool. This repository hosts the Model

OCaml SDK for Model Context Protocol using Jane Street's oxcaml_effect library

This repository showcases an Arduino-based robotic server, "Chotu Robo," integrated with AI using the MCP framework, enabling remote control of hardware components via ESP32 or Arduino Nano 368 for AI-driven applications.

This repository provides a Model Context Protocol (MCP) server, enabling AI clients like Claude Desktop to access Deepseek's reasoning process from the Deepseek API or a local Ollama server. It

This repository provides a Model Context Protocol server for Home Assistant, enabling integration with Claude Desktop by using a custom component and a long-lived access token for communication.