Discover Awesome MCP Servers

embercore

Open-source AI marketing agent toolkit with plan-first workflow, human checkpoints, and BYOK support.

fiscal-api-mcp

Provides AI agents with Korean national fiscal data (budgets, settlements, and fiscal programs) from multiple government APIs through 7 tools, enabling natural language queries.

crawl4ai-mcp

Un servidor MCP para web scraping y rastreo, construido utilizando Crawl4AI.

gameLLM

An MCP server that provides structured game data and scraped guides for video games, enabling natural language queries via Claude Code skills. Currently supports Clair Obscur: Expedition 33 with tools to search pictos, weapons, bosses, and more.

RAG Memory MCP

An advanced MCP server providing RAG-enabled memory through a knowledge graph with vector search capabilities, enabling intelligent information storage, semantic retrieval, and document processing.

Serial MCP Server

Enables LLMs to communicate with hardware devices via serial ports. Provides tools for listing ports, opening/closing connections, reading/writing data, and controlling serial signals.

Awesome MCP (Model Context Protocol) ⚡

Una colección seleccionada de herramientas, servidores y recursos para el Protocolo de Contexto de Modelos (MCP) - el estándar abierto para conectar LLMs con fuentes de datos y herramientas externas.

Context7 MCP Clone

Provides up-to-date, version-specific documentation and code examples for software libraries directly to LLMs, enabling resolution of library identifiers and retrieval of relevant documentation with code snippets.

MCP Chat CLI

A command-line chat interface that connects to an MCP server for reading and editing documents. It provides tools for document manipulation, resource access, and prompts for formatting and summarization.

MCP-Server-TESS

Espejo de

LiuRen MCP Server

Enables traditional Chinese divination calculations through Liu Ren (六壬) chart generation. Provides tools for calculating Liu Ren divination charts based on specified dates and times, along with current time retrieval functionality.

Agent with MCP server

Una demostración rápida del servidor mcp.

xhs-mcp

A MCP server for Xiaohongshu that enables account login, copywriting generation, and automatic publishing with AI-generated images via conversation.

tigergraph-mcp

Enables AI agents to interact with TigerGraph databases through the Model Context Protocol, supporting graph operations, schema queries, and GSQL execution via natural language.

Atlas

Local-first MCP server for querying multi-repo engineering documentation artifacts from a SQLite corpus.

MCP LangChainJS Search Server

Enables searching the langchain-ai/langchainjs GitHub repository for TypeScript/JavaScript/Markdown code snippets using the search_langchain tool.

vinted-mcp

An MCP server for Vinted search and analysis that provides tools to search listings, fetch item details, inspect seller profiles, compare prices across countries, and surface trending items.

AQICN MCP Server

Enables querying real-time air quality index (AQI) data for Chinese cities, including PM2.5, PM10, and other pollutant information with health recommendations from the World Air Quality Index Project API.

akshare-mcp

An MCP server that gives AI assistants direct, structured access to China A-share market data.

microsoft-edge-mcp

A native TypeScript/Node.js MCP server providing low-level, high-performance control over Microsoft Edge via raw CDP WebSockets, bypassing heavy automation layers like Playwright or Puppeteer.

zulip

Run AI agents in Zulip as @mentionable bots — or wire into any MCP client.

WebControl

Headless browser automation for LLM agents via REST API or MCP tools. Enables navigating pages, reading structured content, clicking elements, filling forms, and executing JavaScript.

Spotify Playlist MCP Server

Enables creating and managing Spotify playlists using natural language with advanced similarity matching across 8 different algorithms. Supports finding similar tracks based on audio features, mood, energy, genre, and custom weighted parameters to build personalized playlists automatically.

devflow-mcp

A read-only MCP server that securely serves Jira (Server/Data Center) data to Claude Code without exposing the personal access token, with optional GitLab integration.

@kamiazya/whiteboard-mcp

Enables AI agents to collaboratively draw and annotate Excalidraw diagrams in real-time via MCP tools, synced to a browser canvas.

Advanced Web Fetching MCP Server

Enables fetching and processing web content with advanced features including batch processing of up to 20 URLs, streaming support, metadata extraction, and multiple output formats (HTML, Markdown, plain text) with enterprise-grade security and global edge performance.

MCP Content Analyzer

Enables comprehensive content analysis through web scraping, document processing (PDF, DOCX, TXT, RTF), screenshot analysis, and local Excel database management. Provides intelligent workflows for extracting, analyzing, and storing content from multiple sources with automated categorization and search capabilities.

Database Query MCP Server

Enables secure read-only querying of multiple database types (MySQL, PostgreSQL, MSSQL, Oracle) through natural language. Automatically reads database configuration from project files and blocks any data modification operations for safety.