Discover Awesome MCP Servers

BaZi (Eight Characters) Calculator

Calculates Chinese BaZi (Four Pillars of Destiny) charts based on birth date, time, and location, including solar term information, decade luck cycles, and true solar time corrections.

Recon

Recon indexes your codebase into a knowledge graph and exposes it via 14 MCP tools. AI agents get dependency mapping, blast radius analysis, safe multi-file rename, execution flow tracing, Cypher queries, semantic search, and PR review without reading every file. Supports 13 languages, live re-index in ~50ms, and zero config setup.

Corrosion Engineering MCP Server

Provides AI agents with physics-based corrosion engineering calculations, from rapid handbook lookups to mechanistic electrochemical models with dual-tier pitting assessment for material compatibility screening and corrosion rate prediction.

CodeChecker MCP

Một công cụ review code cho Cursor IDE sử dụng các mô hình GPT của OpenAI để cung cấp phân tích và gợi ý code thông minh.

K8s Doctor MCP

AI-powered Kubernetes diagnostics that analyzes pod crashes, logs, and cluster health to provide root cause analysis and actionable solutions for common issues like CrashLoopBackOff, OOM kills, and connection errors.

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.

Exa MCP Server

Connects AI assistants to Exa AI's search capabilities for web search, code context retrieval from GitHub repos and documentation, company research, LinkedIn search, and deep research tasks.

GetOutpost MCP Server

Provides real-time Indian options market data and volatility analytics from GetOutpost.in, enabling analysis of implied volatility, realized volatility, volatility risk premium, and skew patterns for data-driven options trading insights on NSE and BSE markets.

Aegntic MCP Servers

AegnticMCP tự động hóa việc tạo và quản lý các máy chủ MCP, đảm bảo chúng ổn định, dễ thích ứng và thông minh.

Coolify MCP Tools

Enables AI assistants to manage Coolify infrastructure including servers, applications, databases, deployments, and 80+ one-click services through 98 comprehensive tools for both cloud and self-hosted instances.

PPTX MCP Server

Enables AI assistants to create, edit, and manipulate PowerPoint presentations programmatically with support for text styling, shapes, slide rearrangement, and direct Office XML access.

Waveform MCP Server

Enables analysis of RTL waveform files (VCD, FST) through WAL (Waveform Analysis Language). Supports signal inspection, transition extraction, and advanced waveform queries for hardware design verification.

azure-devops MCP Server

Một máy chủ MCP dựa trên TypeScript, triển khai một hệ thống ghi chú đơn giản, cho phép người dùng tạo, truy cập và tạo bản tóm tắt các ghi chú văn bản.

mtg-oracle

Magic: The Gathering MCP server with card search, rules lookup, deck analysis, and Commander intelligence

Top MCP Servers

Tuyển chọn các máy chủ Model Context Protocol (MCP) hàng đầu để nâng cao quy trình làm việc phát triển vào năm 2025.

MCP Math Server

Một máy chủ Node.js xử lý các phép tính toán học và truy vấn toán học bằng ngôn ngữ tự nhiên thông qua các điểm cuối API RESTful.

Semantic Scholar MCP Server

Enables access to the Semantic Scholar Academic Graph API for searching and retrieving detailed information about academic papers, authors, citations, and references.

Spaceship MCP

An MCP server for managing and executing AI agents on the Spaceship AI platform directly from clients like Claude Code and Cursor. It provides comprehensive tools for agent lifecycle management, including creation, execution, and real-time monitoring of run statuses and logs.

OpenEHR MCP Server

Enables LLMs to interact with OpenEHR electronic health record systems by retrieving clinical archetypes, generating AQL queries from natural language, and executing queries against on-premise EHR databases. Supports OpenEHR Clinical Knowledge Manager integration and custom IIS-hosted EHR APIs for comprehensive medical data access.

Telephony MCP Server

Enables LLM applications to make voice calls and send SMS messages through the Vonage API, allowing AI assistants to perform real-world telephony operations with support for speech recognition and customizable voice parameters.

Asterisk S2S MCP Server

MCP Server for automated conversational phone calls using Asterisk with Speech-to-Speech capabilities, allowing users to make phone conversations as easily as writing a prompt.

MCP Subfinder Server

Máy chủ Giao thức Bối cảnh Mô hình (MCP) bao bọc công cụ subfinder của ProjectDiscovery để liệt kê tên miền con mạnh mẽ thông qua API JSON-RPC.

VN Stock API MCP Server

Provides access to Vietnamese stock market data and APIs from VNDirect, FireAnt, and SSI, including real-time stock prices, market news from CafeF, technical analysis (Doji patterns), and comprehensive stock listings.

MCP Node Time

A MCP server that provides timezone-aware date and time operations. This server addresses the common issue where AI assistants provide incorrect date information due to timezone confusion.

NHL MCP Server

Provides access to live NHL game data, player and team statistics, standings, schedules, playoff brackets, and historical comparisons through natural language queries using the official NHL API.

Vocab Voyage

Vocabulary tools for SAT, ISEE, SSAT, GRE, GMAT, LSAT, PSAT prep — Word of the Day, definitions, multiple-choice quizzes, course word lists, and 7-day study plan previews. 13 test-prep courses. Hosted MCP server with MCP Apps UI widgets. No install required. Optional scoped personal tokens.