Discover Awesome MCP Servers

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.

Amazon CloudWatch Logs MCP Server

Máy chủ Giao thức Bối cảnh Mô hình (MCP) cho phép các trợ lý AI tương tác với Amazon CloudWatch Logs thông qua một giao diện tiêu chuẩn sử dụng AWS SDK.

WCAG Color Contrast MCP Server

Enables accurate WCAG color contrast checking and accessibility analysis by calculating actual contrast ratios between color pairs, checking compliance levels, and analyzing luminance values for web accessibility.

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.

tarot-mcp-server

Provides tarot card meanings, spreads (three-card, yes/no), and random draws for any MCP-compatible client.

Email Validator AI MCP

Email Validator AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

mcp-git-coord

Reduces token waste by caching code understanding in .mi context files and prevents agent conflicts by coordinating intent and file access across sessions.

Dify Plugin Tools

Một plugin cho phép Dify kết nối với nhiều máy chủ MCP (Model Control Protocol) bằng HTTP với giao thức Server-Sent Events, hỗ trợ cấu hình tùy chỉnh cho URL, header và thời gian chờ.

poranos-mcp-ainpc

Enables Claude Desktop/Code to read and edit Poranos AI NPC scenarios and conversation logs via natural language, including scenario versioning and audit logging.

reasonix-vision-mcp

Bridges DeepSeek (text-only) with vision models via MCP, enabling image description and compression using any OpenAI-compatible visual API.

Oracle Context MCP Server

Provides AI agents with secure, natural-language access to Oracle Cloud Infrastructure through 69 tools covering services like compute, storage, networking, and databases. It features deep IAM integration and supports deployment across platforms like Claude Desktop, Cursor, and OCI Generative AI.

MCP Feedback Collector

A modern Model Context Protocol (MCP) server that enables AI assistants to collect interactive user feedback, supporting text and image-based responses.

Godot MCP

An MCP server that gives AI assistants full control over the Godot game engine, enabling scene building, script writing, game running, and more through natural language.

obsidian-mcp-router

Routes Claude MCP tool calls to multiple Obsidian vaults (local or remote) via a single server, enabling unified read/write/search operations across all vaults.

Kakao API MCP Server

Một máy chủ cho phép các mô hình AI truy cập các tính năng của Kakao Map (tìm kiếm địa điểm, tra cứu địa chỉ, tìm đường đi) và các dịch vụ tìm kiếm của Daum (web, hình ảnh, blog, cafe) thông qua Giao thức Ngữ cảnh Mô hình (Model Context Protocol).

Dynamics 365 MCP Server

Một máy chủ Giao thức Ngữ cảnh Mô hình (Model Context Protocol) cho phép tương tác với Microsoft Dynamics 365 CRM từ Claude Desktop, cho phép người dùng truy xuất, tạo và cập nhật dữ liệu CRM thông qua ngôn ngữ tự nhiên.

resume-scorer-mcp

MCP server that scores a structured resume against a deterministic 4-category engineering rubric, providing numeric scores, evidence, bonus points, deductions, and improvement areas without an LLM call.

desktop-touch-mcp

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

mcp-pdf-utils

An MCP server for local PDF manipulation including merging, splitting, rotating, watermarking, and text extraction. It works with various MCP-compatible clients and processes PDFs entirely on-device without cloud services.

BioContextAI Knowledgebase MCP

A unified MCP server for biomedical research that connects AI systems to resources like Ensembl, EuropePMC, STRING, and more, enabling retrieval of verified domain-specific information.

ultrahuman_mcp

Exposes real-time health data from the Ultrahuman Ring to AI agents via the Model Context Protocol, providing optimized summaries with trend analysis and actionable insights.

Polybase MCP

A universal database adapter that enables read-only queries across PostgreSQL, Supabase, and MongoDB databases via the Model Context Protocol.

tshark-mcp

An MCP server that exposes TShark as tools for AI-assisted network packet analysis, supporting PCAP analysis, live capture, TLS decryption, and telecom/SS7 signaling protocols.

confluence-adf-mcp

An MCP server for reading and writing Confluence pages in native Atlassian Document Format (ADF), enabling precise edits at the document node level without loss of formatting.

steganography-mcp

The most comprehensive steganography analysis toolkit for AI agents, providing 60 tools across 7 categories for detecting and extracting hidden data from images, audio, text, and files, all running 100% offline.

a2atlassian

Agent-to-Atlassian Give AI agents access to Jira and Confluence. Save credentials once, work from anywhere. Jira + Confluence · read-only by default · pre-configured connections · compact TSV output

Stela

Self-hosted MCP server for publishing, sharing, and reviewing AI agent artifacts with version history and pinned comments.

Nessus MCP Server

Enables natural language interaction with Tenable Nessus for vulnerability scans, policy management, and report generation.

QuantMCP

A Model Context Protocol server that integrates with Amazon Braket, allowing AI assistants to access, control, and interpret results from quantum computing resources.