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Awesome MCP Servers

A curated list for discovering and exploring Model Context Protocol (MCP) server implementations and related tools.

Google Cloud Healthcare API

Provides healthcare tools for interacting with FHIR resources on Google Cloud Healthcare API and public medical research APIs.

Cursor Agent

Facilitates cost-efficient repository analysis and code editing within Claude Code by offloading heavy tasks to a CLI.

Adb Server

Enables Claude to interact with Android devices through the Android Debug Bridge (ADB).

Laravel Artisan

Enables secure execution of Laravel Artisan commands through AI assistants using the Model Context Protocol.

Mallory

Provides a robust source of cyber and threat intelligence.

Feedback Loop

Enables human-in-the-loop workflows for AI-assisted development tools, providing a UI for command execution, output display, and direct user feedback.

JMX

Enables AI assistants to monitor and manage Java applications via JMX through natural language, providing real-time MBean discovery and operation execution.

Coder Db

Enhances programming workflows by leveraging vector embeddings, structured databases, and knowledge graphs to intelligently store, retrieve, and analyze code patterns.

Obsidian Integration

Enables AI assistants to interact with an Obsidian vault via the Model Context Protocol.

RagChatbot

Builds a RAG-based HR chatbot that provides workplace rules using a localhost MCP server.

Docker Container Environment

Enables AI assistants to execute shell commands and perform file operations within isolated Docker containers.

Ideogram

Generates images from text prompts using the Ideogram API.

Supabase NextJS Server

Implements a Model Context Protocol server providing a simple notes system for NextJS applications.

Allure Report Reader

Transforms Allure test reports into LLM-friendly JSON formats for AI-assisted analysis.

Kwrds.ai

Integrates kwrds.ai's comprehensive suite of keyword research and SEO tools directly into Model Context Protocol clients.

Elastic Memory

Provides AI models with persistent memory by leveraging an Elasticsearch-backed knowledge graph.

Exa

Enables AI assistants like Claude to perform web searches using the Exa AI Search API.

Persistproc

Enables large language models to manage and inspect long-running development processes.

Email

Enables model assistants to access and interact with email accounts via IMAP and SMTP.

Securities Analysis

Automate securities analysis and market data collection through a specialized server for financial insights.

DefectDojo

Connects LLMs to DefectDojo, enabling AI-powered security workflows through a Model Context Protocol server.

GoHighLevel

Integrates with the GoHighLevel API to empower AI assistants in managing CRM, marketing, and business operations.

Alfresco Lab

Provides a reproducible lab environment for experimenting with the Model Context Protocol (MCP) against Alfresco Community Edition using Docker.

Mcp-Vcd

Serves Value Change Dump (VCD) waveform data using the Model Context Protocol.

FastMCP

Orchestrates multi-tool AI agents for real-time supply chain optimization, simulating Anthropic's low-latency FastMCP system with Gemini AI.

Crypto RSS Reader

Aggregates real-time cryptocurrency news from multiple RSS feeds to empower informed decision-making.

DuckDuckGo

Enables web searches using DuckDuckGo within Model Context Protocol (MCP) environments.

Docbase

Enables interaction with Docbase data through a Model Context Protocol server.

Claude Restarter

Restarts the Claude Desktop application on macOS via Model Context Protocol (MCP).