Discover Awesome MCP Servers

Supermemory MCP

An MCP server that enables users to visualize Supermemory document data as an interactive memory graph within MCP-compatible clients like Claude. It provides a dedicated tool to fetch and render data as an interactive widget while keeping API keys secure on the server side.

MCP MIDI Bridge

An Electron desktop application that bridges LLM-driven music generation with DAWs by converting NoteSequence JSON from AI models into MIDI data that can be played, recorded, and manipulated in any digital audio workstation.

URL Text Fetcher MCP Server

Enables AI models to fetch text content from URLs, extract links from web pages, and search the web using Brave Search with automatic content retrieval from top results. Provides comprehensive web scraping and search capabilities with robust error handling.

Web Scraper MCP Server

A TypeScript-based web scraping server built on the Model Context Protocol that offers multiple export formats, content extraction rules, and support for both static and dynamic (SPA) websites.

Simple PostgreSQL MCP Server

Enables executing SQL queries on PostgreSQL databases with configurable read-only or write access permissions through a minimal Model Context Protocol interface.

Skolverket MCP Server

Enables LLMs to access Swedish educational data through Skolverket's open APIs, allowing users to search curricula, courses, schools, adult education programs, and analyze educational requirements and standards. Provides comprehensive tools for teachers, students, guidance counselors, and educational researchers to interact with official Swedish education data.

Trading Analysis MCP Server

A FastAPI-based server that provides a web UI for uploading, processing, and analyzing trading screenshots with automatic trade data extraction and analytics.

Monday.com MCP Server

Enables MCP clients to interact with Monday.com workspaces through comprehensive board management, item operations, updates, and document handling capabilities.

Amazon Bedrock AgentCore MCP Gateway

A proof-of-concept implementation that enables Amazon Bedrock AgentCore to interact with AWS Lambda functions and REST APIs through the Model Context Protocol. It provides a gateway for protocol translation and supports direct server implementation using the FastMCP framework.

Cloudflare Playwright MCP

Enables AI assistants to control a browser through a set of tools, allowing them to perform web automation tasks like navigation, typing, clicking, and taking screenshots.

mcp-server-template

TypeScript 模型上下文协议 (MCP) 服务器模板

google-adk-mcp

使用 Google ADK 和为 repair_world_application 编写的 MCP 服务器

Kali Linux Security Tools MCP Server

Provides access to 30+ Kali Linux penetration testing tools including Nmap, SQLmap, Metasploit, and others for authorized security testing, vulnerability scanning, and network reconnaissance through Claude Desktop.

Zero Trust Access AI Agent - MCP Server

Zero Trust Access AI Agent - MCP Server

Tailwind Svelte Assistant

Provides access to SvelteKit and Tailwind CSS documentation, code snippets, and component examples with secure file operations and caching for building modern web applications.

Zocialeye MCP Server

Enables access to Zocialeye's social media analytics API for campaign data analysis. Provides tools to retrieve campaign categories, keywords, word clouds, messages, summary statistics, and top influencers.

ElevenLabs MCP Server

Enables interaction with ElevenLabs Text-to-Speech and audio processing APIs. Supports speech generation, voice cloning, audio transcription, and sound effect creation through natural language.

Pokédex MCP Server

Enables AI agents to access comprehensive Pokémon data through PokeAPI, including detailed Pokémon information, type effectiveness charts, encounter locations, and search capabilities. Provides a complete toolkit for retrieving stats, abilities, sprites, battle mechanics, and wild encounter data for all Pokémon.

Prometheus MCP

MCP 服务器，用于将 LLM 连接到 Prometheus HTTP API

Store MCP Server

Enables AI agents to store and retrieve information persistently using key-value pairs with JSON file-based storage. Supports storing, retrieving, listing, deleting, and searching data across sessions.

Advanced Reasoning MCP Server

An MCP server that enhances sequential thinking with meta-cognitive capabilities including confidence tracking, hypothesis testing, and organized memory storage through graph-based libraries and structured JSON documents.

MCP Code Analysis & Quality Server

Provides comprehensive code analysis through three MCP servers: static analysis for code quality and security, dependency analysis for package management and vulnerabilities, and complexity analysis for maintainability assessment across multiple programming languages.

Google Scholar MCP Server

Enables academic research through Google Scholar by searching for papers, finding author publications, discovering recent research, and identifying highly cited works through web scraping with natural language queries.

Excel MCP Server

Enables reading and writing of values, formulas, and formatting in Microsoft Excel files including .xlsx and .xlsm formats. It supports sheet management, table creation, and provides Windows-exclusive features like live editing and screen capture.

commit-to-pr-mcp

An MCP server that enables AI agents to retrieve detailed GitHub Pull Request information using git commit hashes, branch names, or PR numbers. It automatically detects repositories and extracts comprehensive PR data including descriptions, labels, and reviews via the GitHub CLI.

IDX Stock Data MCP Server

Provides real-time Indonesian stock market (IDX) data including prices, technical indicators, fundamental analysis, and trading signals optimized for the Indonesian market through the Model Context Protocol.

Pan Card Verification At Lowest Price MCP Server

Enables access to the Pan Card Verification API for validating Indian PAN card details. It provides a dedicated tool for performing PAN verification through a standardized MCP interface.

Confluence MCP Server

A universal, production-ready MCP server that provides AI assistants like Claude with direct access to Confluence Cloud functionality for creating, reading, updating, and managing content through multiple transport protocols.

Trakt MCP Server

A comprehensive MCP server with 36 tools for tracking TV shows and movies, managing watchlists, and syncing ratings with Trakt.tv. It enables users to search extensive databases, check into current viewings, and receive personalized recommendations through natural language commands.