Discover Awesome MCP Servers

theHarvester MCP Server

Enables AI assistants to perform domain reconnaissance using theHarvester OSINT tool, including email harvesting, subdomain discovery, DNS brute force, and Shodan integration, via SSH on a Kali Linux host.

HyperStore MCP

Enables LLMs to search, browse, and retrieve detailed information on 6,500+ AI applications from the HyperStore catalog.

Local SEO Data

42 local SEO tools for AI assistants. SERP tracking, Google Business Profile data, review monitoring, keyword research, AI visibility scoring, geogrid rank scans, citation audits, and competitive analysis.

schematica-mcp-server

Schematica MCP Server provides 8 tools for AI agents to browse, search, and manage a curated library of reusable data model schemas, enabling standardized entity and relation type definitions for knowledge graphs.

XSD Retrieval MCP Server

Enables users to retrieve, validate, and analyze XSD files from URLs or local paths, integrating with any LLM model.

mcp-memory

Enables MCP clients like Cursor and Claude to remember user preferences and behaviors across conversations using vector search technology.

customs-mcp-server

Provides 14 customs and trade operations as MCP tools, enabling AI agents to query tariff, track declarations, screen dual-use items, and generate AI-powered declarations.

watsonx.data MCP Proxy

A proxy server that connects to IBM watsonx.data remote MCP server, automatically managing IBM Cloud API key token refresh for seamless access to watsonx.data assets and queries.

XO MCP Server

Provides seamless integration with the XO platform for container deployment, application lifecycle management, and knowledge base operations. Enables AI assistants to deploy, manage, and interact with applications on XO infrastructure through natural language commands.

Context Manager MCP Server

프로젝트 관리, 작업 추적, QA 검토 지원과 같은 기능을 통해 개발 워크플로우를 관리하기 위한 모델 컨텍스트 프로토콜(MCP)의 서버 구현입니다.

Nolio MCP Server

Provides read-only access to Nolio training data including planned workouts, completed sessions, metrics, records, and notes.

Modular RAG MCP Server

A pluggable, observable modular RAG service framework that exposes tool interfaces via the MCP protocol, enabling AI assistants like Copilot and Claude to directly query knowledge bases.

Model Card Chat

An MCP server that turns the Hugging Face Hub into a conversational model picker with a tool-use eval harness to prove the agent actually uses it correctly.

Code MCP Server

An experimental MCP server that enables AI assistants to interact with VS Code workspaces through file operations, code execution, and Git management. It also provides tools for Docker integration, project scaffolding, and secure command execution using project-specific configurations.

MCP Context Server

A secure multi-tenant server that provides real-time context to LLMs via REST API, using JWT authentication and PostgreSQL row-level security for tenant isolation.

sexai-mcp

MCP server for the SEXAI network, enabling agents to browse, publish themselves, and breed with other agents to spawn new ones. Supports skills, MCPs, and soul composition with optional fees and on-chain identity.

TypeScript AST MCP Server

Provides deep structural analysis of TypeScript and JavaScript code via the TypeScript Compiler API, offering 20 tools for functions, types, call graphs, code quality, dead code detection, and IDE integration.

Understanding MCP Architecture: Single-Server vs Multi-Server Clients

LangGraph, AI 기반 도구 호출, 비동기 통신을 사용하는 단일 서버 및 다중 서버 클라이언트를 포함한 MCP 아키텍처 데모.

Spring AI MCP Server

This phrase, "스프링부트와 AI를 활용한 엑셀, PPT 생성 서버," translates directly to: **"Excel and PPT generation server using Spring Boot and AI."** A slightly more natural phrasing in English might be: * **"A server for generating Excel and PPT files using Spring Boot and AI."** * **"An AI-powered server for generating Excel and PPT files with Spring Boot."**

flights-mcp

An MCP server that provides flight search capabilities using the Aviasales API, allowing users to search, filter, and get details on flights and generate booking links.

meteor-mcp

Provides complete Meteor.js v3.4.0 API documentation, code examples, and architectural guides to AI coding assistants.

M/M/1 Queue Simulation MCP Server

Enables LLMs to access M/M/1 queuing theory resources, validate parameters, calculate theoretical metrics, generate and execute SimPy simulations, and compare simulation results with theoretical predictions.

Browser DevTools MCP

Playwright-powered browser automation and debugging for VS Code and Cursor via the Model Context Protocol (MCP).

mcp-ibge-br

MCP server for accessing IBGE (Brazilian Institute of Geography and Statistics) data, enabling natural language queries via the Pipeworx gateway.

ATProto MCP Server

An MCP server for interacting with the AT Protocol (ATProto) ecosystem, including Bluesky, providing tools for identity, profiles, and social discovery.

google-docs-mcp

Enables AI agents to edit Google Docs via text anchors rather than character indices, preserving version history and enabling surgical edits without full document rewrites.

mcp-teamcity

Once configured, you can use natural language commands like: "Search for failed builds in the last week" "Why last deploy was failed" "Search the most failed builds" "Trigger a build for the main branch" "Show me recent builds for project X" "Pin the latest successful build" "Cancel the running bui

hyperliquid-mcp

Integrates with Hyperliquid DEX to enable trading, account management, and market data queries through natural language.

MCP LEDAPI Intent Controller

A Model Context Protocol server that translates high-level intents into commands for controlling an Arduino-based LED system via a RESTful interface.