An MCP server for querying Apple Health data via SQL, implemented based on DuckDB for efficient analysis, supporting natural language queries and automatic report generation.

Awesome MCP Servers is a comprehensive collection of Model Context Protocol (MCP) servers, covering 7,158 MCP servers divided into 33 categories, including AI integration, art and media, browser automation, cloud services, databases, developer tools, file systems, finance, gaming, hardware, healthcare, infrastructure, knowledge management, location maps, marketing, monitoring, multimedia processing, operating systems, project management, scientific research, security, social media, travel and transportation, utilities, and version control, etc.

The TeslaMate MCP server is a model context protocol server that connects to the TeslaMate database, providing tools for AI assistants to query Tesla vehicle data and analysis, including functions such as vehicle information, driving statistics, charging data, battery health, and location analysis.

PMAT is a zero-configuration AI code context generation tool that provides functions such as code quality analysis, technical debt grading, mutation testing, repository health scoring, and semantic search. It supports over 17 programming languages and can be integrated with AI assistants such as Claude Code through the MCP protocol.

Postgres MCP Pro is an open - source MCP server that provides comprehensive support for AI agents in database index tuning, execution plan analysis, health checks, and secure SQL execution.

MarketScope AI is an intelligent healthcare market analysis platform that provides functions such as healthcare segment market analysis, product comparison, and sales data insights through AI and natural language processing technologies.

The Medical MCP Server is a dedicated server based on the Model Context Protocol (MCP) that provides AI assistants with access to medical data and medical information tools, including functions such as drug information query, medical literature retrieval, and health topic access.

The Druid MCP Server is a comprehensive model context protocol server designed for Apache Druid, providing rich tools, resources, and prompt templates for managing and analyzing Druid clusters. It supports multiple transmission modes, including STDIO and SSE, and provides functions such as data management, ingestion management, and monitoring and health checks.

The Hana Compass API is an API and MCP server that provides a unified interface for electronic health record (EHR) integration and medical research.

A production-ready remote MCP server for running full-stack SEO audits via compatible clients (e.g., Claude Desktop, Cursor, or Windsurf). Provides structured insights covering page SEO, technical health, and social metadata without local setup.

The Kafka MCP Server is an Apache Kafka Model Context Protocol (MCP) server implemented in Go. Through a standardized interface, it enables LLM models to perform Kafka operations. It provides functions such as producing/consuming messages, managing topics and consumer groups, and monitoring cluster health. It supports multiple security authentication methods and can be integrated with AI applications such as Cursor and Claude.

The Intervals.icu MCP Server is a model context protocol service connecting Claude with the Intervals.icu API, providing authentication and data retrieval tools for obtaining activity, event, and health data.

An MCP server that connects to Garmin Connect to obtain and display users' fitness and health data

Sonatype MCP Server is a protocol server that connects AI assistants to Sonatype's dependency management and security intelligence platform, providing developers with real-time insights into security vulnerability scanning, license compliance checking, and health analysis of open-source dependencies.

LMStudio-MCP is a model control protocol server used to establish a communication bridge between Claude and the locally running LM Studio LLM models, enabling functions such as model health check, list retrieval, and text generation.

A multi - agent system laboratory project for educational purposes, simulating e - commerce and health consultation scenarios, demonstrating multi - agent collaboration, the use of the MCP protocol, and the integration of different LLM models.

An MCP server for interacting with the Tiptap collaboration service, providing functions such as document management, health check, Markdown conversion, and batch operations.

The Sentry MCP server is a tool that integrates Sentry error tracking into the development workflow, providing version monitoring, health statistics, and issue investigation capabilities, and supporting cloud - based and self - hosted Sentry instances.

A simple MCP server example based on FastAPI, providing basic health check and context services for processing parameterized prompt templates.

The Oura MCP Server is a Model Context Protocol service for accessing Oura Ring data, supporting the acquisition of user health data, including multiple indicators such as sleep, activity, and stress, through personal access tokens or OAuth2 credentials.

The official MCP server of MusicMCP.AI allows AI assistants (such as Claude) to call an advanced AI music generation platform through natural language instructions, supports song generation in inspiration mode and custom mode, and provides balance query and health check functions.

An MCP server that provides standardized interfaces to access Consul features, including core functions such as service management, health checks, and KV storage.

ActionsPulse is an MCP server that provides real-time observability of GitHub Actions in the IDE through GitHub Copilot, including DORA metrics, cost analysis, CI/CD health, and security compliance reports, and generates interactive dashboards.

Medical AI Assistant Data Service

The MedixHub MCP Server is a model context protocol service based on JavaScript, integrating medical and health API access functions, providing standardized function execution, parameter verification, and LLM integration, and supporting various medical data queries such as OpenTarget, FDA drug labels, and Monarch databases.

An MCP server for configuring and managing the Cisco ACI (Application Centric Infrastructure) fabric through the APIC REST API, providing more than 35 tools covering complete fabric management functions such as tenants, application profiles, endpoint groups, bridge domains, VRFs, contracts, and health monitoring.

The medRxiv MCP Server is a bridge connecting AI assistants with the medRxiv preprint library, enabling the search and access of health science preprints through the Model Context Protocol (MCP).

Personal health tracking MCP server, integrated with AI analysis function, supporting fitness, nutrition, and journal management

An MCP server based on the Google Cloud Healthcare API that provides medical tools for interacting with FHIR resources, supports data access through a Smart on FHIR gateway with Firebase authentication, and integrates medical research APIs such as PubMed.

Fitbit MCP is an unofficial implementation of the Model Context Protocol that allows AI assistants to access and analyze users' Fitbit health and fitness data through the Fitbit public API.

The medRxiv MCP Server is a bridge connecting AI assistants with the medRxiv preprint library, enabling the search, access, and analysis of health science papers through the MCP protocol.

The Whoop MCP server is a Python service that provides access to the Whoop API, supporting queries for health data and interaction with language models.

A MCP server that connects Claude Desktop with local LibreModel, providing full conversation support, parameter control, and health monitoring functions

This project implements a Fitbit MCP Server, which serves as a bridge between LLM and the Fitbit API, supporting the acquisition of user health data through defined tools.

The MCP Document Service is a document management system based on the Model Context Protocol, providing functions such as reading, writing, editing, searching, and health checking of Markdown documents, and supporting seamless integration with AI assistants.

A tool for discovering and analyzing website structures by fetching, parsing, and visualizing sitemaps. It supports functions such as automatically extracting URLs, checking sitemap health, and finding missing content.

A microservice project that can obtain code from a GitHub repository and package it, supporting direct return of the packaged result or uploading to Google Cloud Storage. It provides functions such as API documentation, health checks, multi-format output, and error handling.

Maven Tools MCP Server is an MCP protocol server based on Spring Boot that provides intelligent analysis services for Maven Central repository dependencies for JVM build tools (Maven, Gradle, SBT, Mill, etc.). It directly reads the metadata files of Maven Central, provides functions such as fast and accurate dependency version query, batch analysis, version comparison, and project health assessment, and integrates the Context7 document service.

The Apple Health MCP Server is a model context protocol server based on the FastMCP framework, designed for LLM agents to interact with Apple Health data. It provides a standardized interface to index and query health data through Elasticsearch, supports natural - language search, analysis, and statistical functions, includes two major toolkits for XML and Elasticsearch, and supports Docker deployment.