Discover Awesome MCP Servers

SD Elements MCP Server

A Model Context Protocol server that provides SD Elements API integration, enabling LLMs to interact with SD Elements security development lifecycle platform.

TrainerML

Advanced machine learning platform with MCP integration that enables automated ML workflows from data analysis to model deployment, featuring smart preprocessing, 15+ ML algorithms, and interactive visualizations.

DevHub MCP Server

Enables management of development projects with GitHub integration, facilitating project tracking, repository linking, and metadata maintenance within the Model Context Protocol.

MCP-based Knowledge Graph Construction System

An automated system that processes raw text through a three-stage pipeline to assess data quality, enhance information, and generate structured knowledge graphs. It provides tools for triple extraction with confidence scoring and creates interactive HTML visualizations of the resulting graph.

Central-Memory-MCP

Model Context Protocol (MCP) memory server built with Azure Functions and TypeScript, providing persistent knowledge graph storage for your preferred MCP client. Inspired by and forked from @modelcontextprotocol/server-memory

MCP CONNECT 4

MCP for connect 4

Gmail MCP Server

An integration server that allows Claude Desktop to securely access and process Gmail content while maintaining proper context management and privacy controls.

Remote MCP Server on Cloudflare

A template for deploying MCP servers on Cloudflare Workers with OAuth authentication, enabling remote access to MCP tools via SSE transport from Claude Desktop and other MCP clients.

Oura Ring MCP Server

A Model Context Protocol server that provides access to Oura Ring health and fitness data through the Oura API v2, enabling retrieval of sleep, activity, readiness, and other health metrics.

RPG Ledger MCP Server

Enables AI assistants to act as RPG Game Masters by managing campaign state including characters, inventory, quests, and logs through MCP tools. Supports campaign mutations and provides both MCP and HTTP API access to RPG session data.

AI Picture MCP Server

An MCP server that integrates Alibaba Cloud DashScope's FLUX model to provide AI-powered image generation optimized for web design workflows. It enables users to generate high-quality web assets like hero images and product mockups using natural language prompts.

MCP Spec Generator

Generates project specifications and file structures using Claude AI through MCP integration. Enables users to describe project ideas and automatically create corresponding documentation and project files.

MCP Server

A Model Context Protocol server implementation that provides basic utility tools including echo, uppercase text conversion, and mathematical calculations.

Poker Task Management MCP

Enables AI assistants to manage tasks through YAML-based storage with subtask suggestions, status updates, and Mermaid Gantt chart generation. Supports hierarchical task structures with attributes like dependencies, milestones, and parallel execution.

Semantic Search MCP

Enables semantic search over markdown files to find related notes by meaning rather than keywords, and automatically detect duplicate content before creating new notes.

POEditor MCP Server

Enables interaction with POEditor's translation management API to create terms, add translations, and manage multilingual content. Supports operations like adding translations, updating existing ones, and listing terms and languages for translation projects.

MCP Custom Tools Server

A comprehensive MCP server with 30+ custom tools organized into categories: date/time operations, file management, system information, text processing, and web operations. Enables async communication with robust error handling and flexible CLI integration.

HA Vibecode Agent

An MCP server and Home Assistant add-on that enables AI assistants to manage smart homes by creating automations, designing dashboards, and interacting with entities. It features native access to Home Assistant APIs, built-in Git versioning for safe rollbacks, and full management of HACS integrations.

MCP Agent TypeScript Port

Uma implementação em TypeScript do framework MCP Agent, fornecendo ferramentas para construir agentes conscientes do contexto com gerenciamento avançado de fluxo de trabalho, registro e capacidades de execução.

Documentation MCP Server

Enables AI assistants to navigate and query hierarchical documentation structures, supporting markdown files with YAML metadata and OpenAPI 3.x specifications. It features intelligent full-text search, metadata filtering, and a built-in web interface for both human and AI-driven documentation access.

MCP Server

A remote Model Context Protocol server that enables AI assistants to interact with external services through standardized JSON-RPC, providing tools for basic operations and conversation archiving.

arXiv MCP Server

Enables searching, downloading, and managing academic papers from arXiv.org through natural language interactions. Provides tools for paper discovery, PDF downloads, and local paper collection management.

GitLab MCP Server

A TypeScript MCP server that provides integration with GitLab's REST API, allowing users to interact with GitLab projects, issues, merge requests, pipelines, and more through natural language.

CBETA MCP Server

Provides access to the Chinese Buddhist Electronic Text Association (CBETA) online library of over 100 million characters of Buddhist scripture. It enables users to search, browse catalogs, and retrieve content from major collections like the Taishō Tripiṭaka.

FHIR MCP Server

Enables seamless integration with FHIR APIs for healthcare applications, allowing users to search, retrieve, create, update, and analyze clinical information through natural language interactions. Supports SMART-on-FHIR authentication and works with various healthcare systems like EPIC and HAPI FHIR servers.

ML Jupyter MCP

Execute Python code with persistent state across Claude conversations using a background Jupyter kernel. Supports creating notebooks, managing virtual environments, and maintaining variables/imports between code executions.

awesome-ads-mcp-servers

Servidores Awesome AdsMCP – padronizando APIs de anúncios através do Protocolo de Contexto de Modelo da Anthropic.

zettelkasten-mcp

Implements the Zettelkasten knowledge management methodology, allowing you to create, link, explore and synthesize atomic notes through Claude and other MCP-compatible clients.

Perplexity2 MCP Server

Enables AI-powered search and analysis of Google data through the Perplexity2 API, allowing users to discover insights and enhance decision-making capabilities.