Discover Awesome MCP Servers

gitlab-ci-mcp

MCP server for GitLab CI/CD — pipelines, jobs, schedules, branches, tags, merge requests and repository files. Works with any GitLab (SaaS gitlab.com or self-hosted) via python-gitlab.

Inxmail MCP

MCP server for the Inxmail Commerce transactional API — manage events, sendings, bounces, blocklist, blacklist, reactions, and delivery tracking.

Inbound Email MCP Server

Enables AI assistants to interact with the Inbound Email API to manage domains, endpoints, and email communications. Users can send or schedule emails, manage webhooks, and retrieve email threads through natural language commands.

Materio MCP Server

Enables AI assistants to search and read Materio's educational PDF resources directly, without manual file uploads.

MCP Agent Social Media Server

Provides social media functionality for AI agents, enabling them to login with unique handles, read filtered posts, and create posts or replies within team-based discussions.

mcp2tcp

Một cầu nối kết nối phần cứng vật lý với các mô hình ngôn ngữ lớn AI thông qua Giao thức Ngữ cảnh Mô hình (MCP), cho phép điều khiển các thiết bị TCP bằng ngôn ngữ tự nhiên.

OpenViking MCP Server

Integrates the OpenViking context database with Cloudwise SA Workflow Skills to enable semantic search and access to product catalogs or solution templates. It supports hierarchical context loading for optimized token usage and includes a mock mode for testing without a live backend.

MCP Server - HTTP with SSE

Máy chủ MCP - HTTP với SSE - Đối với các máy chủ từ xa, khởi chạy một máy chủ web bao gồm một điểm cuối Server-Sent Events (SSE) để đẩy các bản cập nhật đến các máy khách, cùng với một điểm cuối riêng biệt để nhận các tin nhắn được gửi từ máy khách.

KCSC Standard MCP

Parses Excel/PDF construction calculations and retrieves Korean construction standards (KCSC/KDS/KCS) for AI-driven review, enabling automated structural calculation verification.

BurpSuite MCP Server

BurpSuite MCP Server: Một triển khai máy chủ Model Context Protocol (MCP) mạnh mẽ cho BurpSuite, cung cấp quyền truy cập theo chương trình vào các chức năng cốt lõi của Burp.

Task Orchestration

Task Orchestration

Sauce Demo Cypress Tests

This is an experimental project to integrate Playwright with MCP. My plan is to conduct in-depth research, understand the intricacies of the integration, and review the best articles on the web to create the optimal version of a project using both technologies.

Scantool - File Scanner MCP

Analyzes source code structure across multiple languages using tree-sitter, extracting classes, functions, methods, and metadata with precise line numbers for efficient codebase exploration and AI-assisted development.

esp-component-registry-mcp

MCP Server for ESP Component Registry (

MCP Atlassian

Máy chủ MCP xử lý tích hợp Jira

mcp-server-example

Chỉ là một ví dụ về máy chủ MCP để hiểu rõ hơn.

MCP Splunk

A security-focused MCP server that enables automated log retrieval and threat analysis using LangGraph orchestration and RAG. It allows users to detect suspicious activity and generate structured security insights by integrating LLM reasoning with log data and runbook documentation.

prometheus-mcp

Provides seamless integration between AI assistants and Prometheus, enabling natural language interactions with your monitoring infrastructure. This server allows for effortless querying, discovery, and analysis of metrics.

axone-mcp

🤖 Máy chủ MCP của Axone – cổng vào vũ trụ dữ liệu cho các công cụ hỗ trợ bởi AI

Shrike Security MCP Server

Protects AI agents from threats like prompt injection, jailbreaks, and SQL injection through a multi-layer scanning pipeline. It also enables PII redaction and rehydration to ensure data privacy during LLM interactions.

vigil-fraud-alert-mcp

Real-time fraud detection and AML compliance with 13 tools. PEP screening, sanctions checks, transaction monitoring, risk scoring for fintechs.

Oura MCP

Provides LLMs with access to Oura Ring health data including sleep metrics, activity tracking, heart rate, readiness scores, and other wellness insights through the Oura API v2.

Prompt Learning MCP Server

Provides stateful prompt optimization using research-backed techniques like APE and OPRO, learning from historical performance data via a vector database. It enables users to automatically refine prompts, retrieve high-performing examples, and track performance analytics through iterative feedback.

Google Search MCP Server Streamable HTTP

A Model Context Protocol (MCP) server that provides Google Search functionality with StreamableHTTP transport support.

Citation Finder AI MCP

Citation Finder AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

desktop-touch-mcp

Windows desktop automation MCP server — screenshot, mouse, keyboard & UI Automation. Lets LLM agents see and control your Windows desktop directly.

MCP LLMS-TXT Documentation Server

Một máy chủ MCP mã nguồn mở cung cấp cho các ứng dụng như Cursor, Windsurf và Claude quyền truy cập vào các tệp tài liệu llms.txt, cho phép người dùng kiểm soát và kiểm tra quá trình truy xuất ngữ cảnh.

Better Writer MCP

Generates natural, fluent Chinese content that reads like human writing using the Qwen3-Next-80B-A3B model. Supports web search for latest information and direct file saving with customizable writing rules.