Discover Awesome MCP Servers

mcp-tarot

Enables drawing random tarot cards, searching cards by keyword, and fetching upright/reversed meanings via the Tarot API.

JIRA MCP Server

JIRA MCP Server: Tích hợp API thiết yếu cho Quản lý chương trình kỹ thuật

mcp-server-find

A discovery tool for AI agents to search, evaluate, and install MCP servers from multiple registries.

agent-hub

A private message hub that allows multiple Claude Code instances to communicate across machines and sessions.

Sefaria Jewish Library

Cho phép các Mô hình Ngôn ngữ Lớn truy xuất các văn bản và chú giải Do Thái từ thư viện Sefaria thông qua một giao diện tiêu chuẩn.

Perplexity MCP Server

Integrates with Perplexity's API to provide web search and AI-powered answers with citations. Offers a three-tier research workflow: search for sources, ask for grounded AI answers, and ask_more for deeper analysis using advanced models.

lighthouse-mcp

Cho phép các trợ lý AI như Cursor/Cline/GitHub Copilot sử dụng công cụ Lighthouse của Google để đo lường các chỉ số hiệu suất cho trang web của bạn. Sau đó, bạn có thể chạy một vòng lặp chủ động (agentic loop) và yêu cầu các trợ lý tối ưu hóa các chỉ số đó!

Pentagonal

AI-powered smart contract forge with an 8-agent adversarial security audit system. Generate, audit, fix, and compile Solidity and Anchor/Rust contracts across 8 chains.

AutoFuse

Mount, heal, wake and run commands on remote Windows/Linux machines over SSHFS from a macOS menu-bar app. 34 tools with MCP behavior annotations (read-only vs destructive) and agent-friendly error hints.

Coding Tools MCP

Empower any MCP-compatible AI Agent(MCP Client) with engineering-grade capabilities to understand, modify, run, and deliver real-world code repositories.

Java JAR MCP Server

Enables AI assistants to look up Java class definitions and list dependencies from Maven projects by analyzing local JAR files via the Model Context Protocol.

AI Makerspace MCP Demo Server

Enables web search capabilities through the Tavily API and serves as a demonstration platform for building custom MCP tools. Designed for educational purposes to showcase MCP server development and LangGraph integration.

AOP MCP Server

Public MCP endpoint for Adverse Outcome Pathway (AOP) discovery, scientific review, and draft-to-publication workflows.

immigration-mcp

MCP server for US immigration guidance — live Visa Bulletin, priority date checker, and immigration term explanations powered by official government data

fairchem-mcp

An interactive MCP server for FAIRChem and ASE simulations that allows LLM agents to load a model once and steer relaxations, MD, NEB, phonons, and minima searches mid-flight, with live monitoring and code introspection.

Chrome MCP Server

Một máy chủ Giao thức Ngữ cảnh Mô hình (Model Context Protocol) cho phép các trợ lý AI điều khiển trình duyệt Chrome thông qua Giao thức Chrome DevTools, cho phép điều hướng, nhấp chuột, nhập liệu và trích xuất thông tin trang.

Productive Simple MCP

A Model Context Protocol (MCP) server for accessing Productive.io API endpoints (projects, tasks, comments, todos), tailored for read-only operations, providing streamlined access to essential data while minimizing token consumption

MCP Embedding Storage Server

Enables storing and retrieving information using vector embeddings with semantic search capabilities. Integrates with the AI Embeddings API to automatically generate embeddings for content and perform similarity-based searches through natural language queries.

Gmail MCP Server

Gmail MCP Server sử dụng Java và Spring Boot

Adobe Commerce Support MCP Server

Generates professional Adobe Commerce support responses from case findings. Supports both structured and mixed content formats with automatic categorization capabilities.

Taiwan Health MCP Server

Integrates Taiwan health data and international medical standards, providing 28 MCP tools for diagnostics, drugs, lab tests, and clinical guidelines via FHIR R4.

TiddlyWiki MCP Server

Provides AI assistants with access to TiddlyWiki wikis via HTTP API, supporting tiddler management (create, update, delete, search) and semantic search capabilities using Ollama embeddings for natural language queries.

Weather MCP Server

A JavaScript ES Modules server that provides weather information including alerts and forecasts for US locations using the National Weather Service API.

Fellow Aiden brew.link MCP server

Enables creating and sharing Fellow Aiden brew profiles as brew.link URLs through Claude.ai, with validation and authentication.

VibeCheck MCP Server

An AI-powered security audit tool that analyzes codebases for vulnerabilities using real-time data from MITRE CWE and npm audit. It enables deep analysis of authentication, API security, and dependencies to provide structured findings and remediation steps.

vmware-pilot

VMware workflow orchestration — multi-step state machine with approval gates, audit logging, and conditional execution. Coordinates cross-skill workflows like clone-and-test or compliance-scan-and-remediate across the VMware MCP skill family.

resumejson-mcp

An MCP server for managing career experience data using the JSON Resume schema with custom extensions. It enables AI agents to store, update, and retrieve detailed work history, projects, and achievements to facilitate tailored resume generation.

eda-mcp

Enables exploratory data analysis through an MCP server, allowing AI assistants to load datasets, compute summary statistics, generate diagnostic plots, perform correlation analysis, and produce full markdown reports.

Code Context Manager

Provides intelligent code context management and semantic search capabilities for software development, enabling natural language queries to find relevant code snippets, functions, and classes across Python, JavaScript, TypeScript, and SQL codebases.

AgentShield

Full-stack security for AI agents — static analysis + MCP runtime interception. 31 rules detect prompt injection, data exfiltration, backdoors, tool poisoning, and cross-file attack chains. Includes MCP proxy for real-time blocking, Python AST taint tracking, multi-language injection detection (8 languages), and AI-powered deep analysis. Free, offline, zero-config.