Discover Awesome MCP Servers

MCP Server Template

Một template khởi đầu để xây dựng các máy chủ Model Context Protocol (Giao thức Ngữ cảnh Mô hình) có thể tích hợp với Cursor hoặc Claude Desktop, cho phép các nhà phát triển tạo ra các công cụ và tiện ích mở rộng tùy chỉnh cho các trợ lý AI.

MCP Server Template

A minimal FastMCP server template for Render deployment with streamable HTTP transport. Provides a starting point for building custom MCP servers with easy one-click deployment capabilities.

mcp-clinical-doc-agent

Enables analysis of clinical trial protocols using MCP tools for document listing, entity extraction, adverse event clustering, and summarization.

MCP-Exec

A secure, context-aware MCP server for shell command execution with comprehensive logging and AI optimizations, enabling interactive sessions and safe system administration via Claude Desktop.

Blue Perfumery MCP Server

A Model Context Protocol server that provides AI assistants with access to Blue Perfumery's perfume collection data, enabling users to search, compare, and purchase fragrances through natural language interactions.

journal-rag

Hybrid retrieval MCP server for searching team markdown journals using BM25 and local vector embeddings, with tools for search, browse, and regex lookup.

@deliveriq/mcp

Email-deliverability tools for AI agents — 12 MCP tools across email verification, DNSBL across 50 zones, SPF/DKIM/DMARC analysis, spam-trap scoring, domain intelligence, and email finder. Free tier with no credit card.

MCP-timeserver

A simple MCP server that exposes datetime information to agentic systems and chat REPLs

kiwi-tcms-mcp

An MCP server that exposes Kiwi TCMS as a set of AI-callable tools, enabling assistants to create and manage test plans, test cases, test runs, and executions directly from a conversation.

agentpulse-mcp

Provides AI agents with real-time, structured data feeds including news, trends, market sentiment, and crypto prices via MCP tools.

OpenMembrane

OpenMemBrain is the intelligent membrane for AI coding memory. It autonomously reads and learns from your coding sessions — you never have to tell it what to save. It selectively absorbs project knowledge, blocks secrets, filters noise, resolves conflicts, and persists only what matters.

ResoniteLink MCP

Enables control and manipulation of Resonite VR worlds through the ResoniteLink WebSocket protocol. Supports slot management, component operations, and world object creation/modification through natural language.

Claude Memory MCP Server

A persistent memory system for Claude using LanceDB, enabling semantic search, local embeddings, and tools to manage topics, memories, and todos across conversations.

Amazing Marvin MCP Server

Connects AI assistants to Amazing Marvin for comprehensive task management, including creating and organizing tasks, time tracking, viewing schedules, and managing projects through natural language.

Celo MCP

Enables read and write access to the Celo blockchain including balance checks, token transfers, swaps, agent identity (ERC-8004), and x402 micropayments, returning unsigned transactions for user signing.

Lumino

About AI/ML-powered diagnostic engine for SRE Observability on Konflux and OpenShift. It uses the Model Context Protocol (MCP) and 40+ tools to analyze logs, metrics, and traces, enabling automated RCA and predictive analysis.

Airtable MCP Server

Enables AI assistants to retrieve records from Airtable bases by providing record ID, base ID, and table name.

Gmail MCP Server

Enables sending, reading, and managing Gmail emails through MCP clients like Claude, supporting both App Password and OAuth2 authentication, with features like listing unread emails, archiving, and using Mustache templates.

Google Calendar MCP Server

Tích hợp Google Calendar với các trợ lý AI thông qua Giao thức Ngữ cảnh Mô hình (Model Context Protocol), cho phép người dùng xem và quản lý các sự kiện trên lịch thông qua tương tác bằng ngôn ngữ tự nhiên.

SpecForge

SpecForge is a Model Context Protocol (MCP) server that connects an LLM client to a fully autonomous code-fixing pipeline. Point it at a GitHub issue, and it reads the repo, plans a fix, writes the code, tests it, and opens a pull request.

make-mcp-server

Enables AI assistants to search 200+ Make.com modules, validate and auto-heal blueprints, and deploy automation scenarios directly to Make.com via API.

Legacy-to-FHIR Mapping MCP Server

Enables natural-language querying of a mock legacy healthcare database and returns validated FHIR resources (Patient, Observation, Condition).

MCP Think Tool Server

Một máy chủ Giao thức Bối cảnh Mô hình (Model Context Protocol) cung cấp cho Claude một không gian chuyên dụng để tư duy có cấu trúc trong các tác vụ giải quyết vấn đề phức tạp, giúp cải thiện khả năng suy luận của nó.

nest-mcp-learning-server

A read-only MCP server that teaches how to expose documentation as a resource and safe operations as tools, using JSONPlaceholder as the data source.

VibeSharing MCP Server

Connects AI coding assistants to a team prototype hub for deploying, sharing, and gathering feedback on prototypes, with context sync across sessions.

readwise-mcp

Exposes Readwise and Reader operations as MCP tools, enabling AI agents to save URLs, search documents, retrieve full content and highlights, and manage tags and locations.

odoo_mcp

Connects AI agents in Cursor to an Odoo instance, enabling natural language management of projects, epics, tasks, and milestones with tags and priorities.

Warhammer Oracle

Warhammer Oracle is an MCP server that gives AI assistants accurate Warhammer 40K, Combat Patrol, and Kill Team rules, unit stats, and game flow - so they stop hallucinating rules mid-game. It contains 6 tools (lookup, search, compare units, keywords, phases) covering 2,642 40K units and 506 Kill Team operatives across 48 factions.

Kirha MCP Gateway

A unified interface that provides AI agents with access to premium data sources and crypto market intelligence through a single authentication endpoint. It handles multi-API composition and planning to aggregate real-time blockchain analytics and financial data into conversational workflows.

Fragment MCP Server

A Model Context Protocol server that enables working with Building Information Modeling (BIM) files by converting IFC files to fragment format and querying BIM data by category.