Discover Awesome MCP Servers

calc-mcp

21 tools for things AI is bad at — deterministic math, cryptographic randomness, date arithmetic, hashing, encoding, unit conversion, and more.

OpenEdu MCP Server

A comprehensive Model Context Protocol server providing educational resources and curriculum planning support with intelligent filtering across multiple educational APIs.

Kubernetes MCP Server – 5G Core Edition

Exposes Kubernetes cluster state with specialized telecom awareness of 5G Core network functions and topologies to MCP-compatible LLMs. It enables natural language analysis of 5G workloads, network slices, UPF data planes, and cluster health.

Polymarket MCP Server

Enables AI agents to interact with the Polymarket prediction market platform to discover markets, analyze real-time pricing, and monitor public portfolio data. It provides comprehensive access to market analytics, implied probabilities, and order books through the Model Context Protocol.

CookUnity MCP

MCP server for CookUnity meal delivery service. Browse menus, manage carts, confirm orders, skip/unskip deliveries, and view order history.

BuyICT MCP Server

Provides access to Australian Government ICT procurement opportunities from BuyICT, enabling users to search contracts across multiple marketplaces, view detailed opportunity information, and explore available procurement channels.

MSSQL MCP Server

Cho phép thực thi các truy vấn SQL và quản lý các kết nối cơ sở dữ liệu Microsoft SQL Server thông qua Giao thức Ngữ cảnh Mô hình (Model Context Protocol).

Infini Payment MCP Server

Enables cryptocurrency payment processing through the Infini Payment API, supporting order management, multi-chain withdrawals, and webhook verification for USDC/USDT transactions.

MCP Glucose Server

Enables AI assistants to query glucose data from health storage APIs, providing natural language access to glucose readings, trends, and statistics for diabetes management and health monitoring.

Hugeicons MCP Server

Gương của

Ableton Live MCP

Enables AI agents to control and inspect Ableton Live by executing Python code directly against the Live Object Model. It allows for automated track management, MIDI note creation, and real-time session manipulation through a natural language interface.

MCP CopyQ Server

Integrates CopyQ clipboard manager with LLM agents, enabling reading, writing, searching, and managing clipboard items organized in tabs with tags and notes through a unified interface.

Claude Context

Claude Context is an MCP plugin that adds semantic code search to Claude Code and other AI coding agents, giving them deep context from your entire codebase.

BrowserTools MCP

Một công cụ giám sát và tương tác trình duyệt cho phép các ứng dụng AI thu thập và phân tích dữ liệu trình duyệt thông qua một tiện ích mở rộng Chrome, hỗ trợ các chức năng như giám sát bảng điều khiển (console monitoring), chụp ảnh màn hình, phân tích DOM và kiểm tra trang web.

OpenAPI to MCP Server

Một công cụ & thư viện có thể tự động chuyển đổi tài liệu OpenAPI thành cấu hình máy chủ MCP từ xa của Higress.

MCP Google Contacts Server

Provides comprehensive Google Contacts management including creating, searching, and updating contacts with 25+ fields, managing contact groups, and accessing Google Workspace directories.

Health Reminder MCP Server

Sends periodic system notifications to remind users to take breaks and move around, with customizable intervals, messages, and cross-platform notification support.

ChromaDB MCP Server

Enables GitHub Copilot to query local ChromaDB instances to retrieve relevant documents and context for AI conversations. It allows users to search vector collections using natural language tools directly within VS Code.

Community Research MCP

Searches real developer solutions from Stack Overflow, Reddit, GitHub issues, and forums to find battle-tested fixes and workarounds for specific programming problems. Bypasses AI guessing by finding actual community discussions where developers have already solved your exact issue.

MCP Video Recognition Server

Provides tools for image, audio, and video recognition using Google's Gemini AI through the Model Context Protocol.

Brand MCP Server

Enables access to a PostgreSQL database for brand-related data using Python. It allows users to interact with database records through local configurations or secure remote EC2 deployments.

File Converter MCP Server

An MCP server that provides multiple file conversion tools for AI agents, supporting various document and image format conversions including DOCX to PDF, PDF to DOCX, image conversions, Excel to CSV, HTML to PDF, and Markdown to PDF.

kali-mcp

Provides an MCP interface to a full Kali Linux environment running in Docker, enabling AI assistants to execute security tools like nmap, sqlmap, and metasploit. It allows users to start/stop the container, run shell commands, and transfer files for security testing and educational purposes.

Semantic Context MCP

Enables AI assistants to save, load, and search conversation context with AI-powered summarization and auto-tagging. Demonstrates semantic intent patterns and hexagonal architecture for maintainable AI-assisted development.

RAGmonsters Custom PostgreSQL MCP Server

A domain-specific MCP server that provides optimized API access to the RAGmonsters fictional monster dataset, enabling more efficient and secure interactions compared to generic SQL queries.

Promethean OS MCP

A unified MCP server with composable tools for GitHub operations, file management, shell execution, kanban boards, Discord messaging, and package management. Features role-based security, HTTP/stdio transports, and a web-based development UI.

ariadne

Ariadne's thread — a way out of the microservice maze. Local cross-service semantic chain hinter for microservices (GraphQL/HTTP/Kafka/frontend)

CloudPulse MCP Server

Cross-cloud observability for AI agents. Discover resources, correlate logs, and diagnose infrastructure issues across AWS, GCP, Vercel, and Cloudflare — without leaving your editor.

Weather MCP Server

A Model Context Protocol server that retrieves current weather information for any city using the OpenWeatherMap API, designed for integration with Claude Code.