Discover Awesome MCP Servers

Polygon MCP Server

A Model Context Protocol server that enables users to interact with Polygon.io API for retrieving financial market data including ticker details, quotes, aggregates, market status and news.

vault-mcp

Authenticated remote MCP server that exposes a private GitHub-hosted Obsidian vault to Claude, enabling list, read, write, and search operations on notes.

Better Writer MCP

Generates natural, fluent Chinese content that reads like human writing using the Qwen3-Next-80B-A3B model. Supports web search for latest information and direct file saving with customizable writing rules.

ArXiv MCP Server

Enables AI assistants to search and access arXiv papers through a Model Context Protocol interface, allowing for paper search, download, listing, and reading functionality.

ai-image-gen-mcp

Provides multi-model AI image generation via MCP tools, supporting Seedream, SDXL, and FLUX models with GPU acceleration.

VMware Workstation MCP

A stdio MCP server that controls VMware Workstation via vmrun, enabling VM lifecycle management and snapshot operations.

Taiwan FDA Drug Search MCP Server

Enables searching Taiwan FDA drug database by various criteria (English/Chinese names, license numbers, ingredients), retrieving drug information, and downloading PDF package inserts with CAPTCHA verification support.

Finance News MCP Server

Fetches and summarizes real financial news from NewsAPI, enabling search, headline retrieval, and source listing via MCP tools.

Tiling Trees MCP Server

Enables exploration and organization of research ideas using a hierarchical tile-based method with support for creating interconnected nodes (questions, hypotheses, methods, results), analyzing research gaps, and exporting to multiple visualization formats.

h3yun-sql-troubleshooter

MCP server for querying H3Yun SQL data, enabling AI to execute read-only SQL queries and troubleshoot H3Yun business issues.

API Manager

Enables secure management of API keys through an encrypted environment file with automatic categorization, search functionality, and backup operations. Provides comprehensive API key organization with value masking, audit trails, and export capabilities for safe credential management.

MCP-Servers

Kho lưu trữ cho các máy chủ MCP

Recipe Finder AI MCP

Recipe Finder AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

rag-mcp

Enables indexing local documents (PDF, Markdown, text, code) into a knowledge base and querying them via semantic search using local embeddings, all running privately on your machine.

Fabric MCP Server

An MCP server that exposes Fabric patterns as tools for Cline, enabling AI-driven pattern execution directly within Cline tasks.

trafikverket-mcp

Provides real-time access to Swedish road weather, traffic cameras, road conditions, and traffic flow data from Trafikverket (Swedish Transport Administration). Enables users to query weather stations, cameras, traffic situations, and flow data through natural language.

note-post-mcp

MCP server for automating article posting to note.com from Markdown files using Playwright.

jiandaoyun-mcp

MCP server that wraps Jiandaoyun (简道云) form operations, providing 9 tools for app discovery, form exploration, and data CRUD via SSE transport.

1C Code Search MCP

Enables semantic search through 1C codebase exports using local CPU-based RAG with sentence transformers and FAISS indexing. Supports fast XML file indexing and retrieval of 1C code with metadata parsing.

spotify-mcp

An MCP server that enables users to control Spotify playback, search for music, and manage playlists through MCP-compatible clients. It supports features like track recommendations and playback management using secure OAuth authentication.

Taiga MCP Server

Enables natural language interaction with Taiga project management tool to list projects, view details, and create user stories.

Crawl4Claude

A comprehensive, domain-agnostic documentation scraping and AI integration toolkit. Scrape any documentation website, create structured databases, and integrate with Claude Desktop via MCP (Model Context Protocol) for seamless AI-powered documentation assistance.

Ollama MCP Example Server

A simple MCP server that exposes stock price lookup tools, demonstrating how to set up MCP from scratch with Ollama.

Zeek-MCP

A Model Context Protocol server that integrates Zeek network analysis capabilities with LLM chatbots, allowing them to analyze PCAP files and parse network logs through natural language interactions.

calculator

A fully functional calculator server based on Model Context Protocol (MCP), providing rich mathematical operation functions It includes 13 specialized mathematics modules such as basic arithmetic, radical operations, trigonometric functions, logarithmic operations, statistics, combinatorial mathemat

Meta Ads MCP

Máy chủ Giao thức Bối cảnh Mô hình (MCP) để tương tác với Meta Ads API

sqlite-mcp-server

A read-only MCP server that enables LLMs to safely explore and query any SQLite database via natural language. It exposes tools for listing tables, describing schemas, and executing SELECT/WITH queries with built-in safety guards like write prevention and row limits.

MemoDB MCP Server

Quản lý ngữ cảnh hội thoại AI và cơ sở kiến thức cá nhân thông qua Giao thức Ngữ cảnh Mô hình (MCP), cung cấp các công cụ cho dữ liệu người dùng, nội dung hội thoại và quản lý kiến thức.

SmartThings MCP Server

Enables control and monitoring of SmartThings smart home devices through natural language, supporting switches, sensors, refrigerators, and other IoT devices with real-time status queries and command execution.

icloud-mcp

Enables calendar management with iCloud through CalDAV, allowing users to list, create, update, and delete events via a standardized API.