Discover Awesome MCP Servers

DMARC Examiner MCP

Connects DMARC monitoring data to AI assistants to facilitate the analysis of email security reports, domain details, and statistics. It allows users to manage security alerts, export report data, and monitor email authentication health through natural language commands.

Z.ai Integration MCP Server

Provides filesystem access and integration with Z.ai's GLM-4 models for code generation and reasoning tasks. Designed to work as a git submodule with automatic parent repository detection.

CNKI Search MCP Server

An MCP server for searching Chinese academic papers and core journal information across multiple free platforms like Baidu Scholar and the National Center for Philosophy and Social Sciences. It enables users to retrieve metadata for social science and STEM research papers without requiring API keys.

TestDino MCP

Connects TestDino test management platform to AI agents, enabling users to check test runs, analyze failures, upload Playwright test results, and manage test cases through natural language commands.

Excel MCP Server

Enables AI agents to create, read, and manipulate Excel files without requiring Microsoft Excel installation. Supports comprehensive spreadsheet operations including formulas, formatting, charts, pivot tables, and data validation.

Terry-Form MCP

A secure, containerized MCP server that enables AI assistants to manage Terraform infrastructure using integrated Language Server Protocol (LSP) tools. It facilitates safe operations like initialization, validation, and planning while providing context-aware code completion and documentation.

Baidu Vector Database MCP Server

A server that provides access to Baidu Cloud Vector Database functionality through the Model Context Protocol, enabling LLM applications to perform vector searches and database operations via natural language.

OCI MCP Server

Enables LLMs like Claude to interact directly with Oracle Cloud Infrastructure resources, supporting dynamic profile switching between tenancies and comprehensive management of compute instances, database systems, and OCI resources through natural language.

Gmail MCP Server

Enables interaction with Gmail through OAuth 2.0 authentication, allowing users to fetch unread emails and create draft replies that are properly threaded with original conversations.

Educational Tutor MCP Server

Transforms documentation repositories into interactive educational content and provides standardized access to AI-generated structured courses through MCP protocol. Generates multi-complexity learning paths from docs and enables AI tutoring applications to interact with course content.

MCP Subagents

Enables hierarchical task planning and execution through recursive code and analysis subagents. Provides a planner tool that decomposes complex tasks and delegates them to specialized subagents with session-aware persistence.

Google Docs MCP

Enables reading and editing Google Docs documents, including creating documents, inserting and deleting content, formatting text, and performing find-and-replace operations through natural language.

WhkerDB MCP Server

Enables interaction with the WhkerDB shared PDF editor to manage collaborative rooms, file structures, and real-time annotations. It allows users to upload PDFs and images, manage note trees, and sync data across platforms through natural language.

독립유공자 공훈록 MCP 서버 (Korean Independence Patriots Records)

Enables querying and retrieving merit records and official reports of Korean independence patriots from the Ministry of Patriots and Veterans Affairs' electronic archive, including search by name, date of birth, honor grade, and movement affiliation.

AroFlo MCP

A production-ready MCP server that enables interaction with the AroFlo API to manage quotes, projects, and labor reporting. It features secure request signing and exposes API documentation as resources for enhanced context and tool surface.

Coda MCP Server

Provides 15 core tools for managing Coda documents, tables, and rows through HTTP, SSE, and stdio transports. It is specifically optimized for stability with LangSmith Agent Builder and supports document manipulation, data retrieval, and formula execution.

Todo for AI MCP Server

Provides AI assistants with a standardized interface to interact with the Todo for AI task management system. It enables users to retrieve project tasks, create new entries, and submit completion feedback through natural language.

tusk-mcp

A read-only PostgreSQL MCP server that enables AI agents to perform schema introspection and execute SELECT-only queries. It supports secure database connections through SSL and SSH tunnels while offering a structure-only mode to restrict query access.

A2A Registry

Provides a unified registry for discovering and managing agents that implement the A2A (Agent-to-Agent) protocol, enabling registration, querying, and CRUD operations on agent metadata through both REST API and MCP tools.

RTFM

The open retrieval layer for AI agents. Index your entire project — code, docs, legal, research, data — and serve surgical context via MCP. FTS5 full-text search, optional semantic search (FastEmbed/ONNX), 10 built-in parsers, incremental auto-sync.

Universal Menu

Provides an interactive decision menu that surfaces contextual choices on every assistant turn, allowing users to navigate available actions through a React widget interface.

MCP-Devin

Un servidor MCP de TypeScript que integra Devin AI con Slack, permitiendo a los usuarios crear sesiones de Devin, publicar tareas en canales de Slack y mantener el contexto del hilo entre las sesiones de Devin y los hilos de Slack.

Skincare MCP

An ingredient-based recommendation engine that identifies similar products using TF-IDF vectorization and scans ingredient lists for potential irritants. It enables users to perform NLP-based product matching and check for skin-sensitivity red flags within Claude.

Mureka MCP Server

A Model Context Protocol server that enables AI assistants like Claude to generate lyrics, songs, and background music through Mureka's APIs.

JSON-RPC

A Model Context Protocol (MCP) server based on OpenRPC, providing JSON-RPC function invocation and method discovery services.

PromptingBox MCP Server

Allows users to save, organize, and manage AI prompts, folders, and tags directly within MCP-compatible tools like Claude and Cursor. It supports version history tracking, prompt searching, and the ability to save public templates to a personal collection.

Searchcraft MCP Server

An MCP server that enables AI assistants like Claude Desktop to search and retrieve information from custom search indexes created with Searchcraft.

ClaudePost

Un servidor de Protocolo de Contexto de Modelo que proporciona una interfaz de gestión de correo electrónico fluida a través de Claude, permitiendo a los usuarios buscar, leer y enviar correos electrónicos directamente a través de conversaciones en lenguaje natural.