MetaMCP dynamically aggregates and manages multiple MCP servers through a unified endpoint, offering middleware and enhanced inspection capabilities.

ntfy-me-mcp sends real-time notifications to devices via the ntfy service, supporting public and self-hosted instances with token authentication and markdown formatting.

Zaturn empowers users to interact with data sources using natural language, generating SQL queries and visualizations without requiring coding expertise.

MCP server for Zotero enabling Claude to interact with and manage your Zotero library using API key authentication.

An MCP server providing access to cryptocurrency whitepapers, enabling AI agents to search, load, and query information for analysis and learning.

This MCP server enables LLMs to visualize data by saving data tables and generating Vega-Lite specifications, offering both PNG and text-based outputs.

Markdownify converts various file types and web content to Markdown format, offering tools for PDFs, images, audio, web pages, and more.

A secure server for executing whitelisted shell commands with stdin support, providing controlled access to system utilities.

This MCP server provides secure, controlled command-line execution with whitelisting, path validation, and execution limits, ideal for integrating CLI tools with LLMs.

Rember MCP allows Claude to create flashcards from chats and PDFs using the Rember API for spaced repetition learning.

The LeetCode MCP server provides access to LeetCode problems, user data, solutions, and notes, enabling automation and intelligent interaction with the platform.

Globalping MCP server enables AI models to run network tests (ping, traceroute, DNS, etc.) from thousands of global locations via natural language.

ntfy-mcp sends ntfy notifications upon task completion, triggered by specific prompts. It requires an ntfy topic and offers basic configuration.

The Kagi MCP server provides access to Kagi Search and Summarizer APIs, enabling language models to retrieve information and summarize content.

Downloads YouTube subtitles using yt-dlp and provides them to Claude via Model Context Protocol for summarization.

G-Search MCP enables parallel Google searches using multiple keywords, returning structured JSON results, while handling CAPTCHAs and simulating user behavior.

WebScraping.AI MCP server provides tools for extracting and querying web data, with options for proxying, JS rendering, and content sandboxing.

The Hydrolix MCP server enables LLMs to query and manage Hydrolix data through SQL, with authentication via tokens or credentials.

This repository offers reference implementations of Model Context Protocol (MCP) servers, showcasing secure and controlled access to various tools and data sources for LLMs.

Queries multiple Ollama models to provide diverse AI perspectives, synthesizing responses for comprehensive answers, enhancing Claude's advisory capabilities.

Snowflake MCP server enables data interaction and analysis via SQL queries and schema exploration, with configurable write access and insight aggregation.

This MCP server provides comprehensive security analysis by querying the VirusTotal API, offering detailed reports and relationship data for URLs, files, IPs, and domains.

Last9 MCP server provides AI agents with real-time production context (logs, metrics, traces) to assist in code troubleshooting and automated fixes.

DNStwist MCP server analyzes domain permutations to detect typosquatting and phishing risks, integrating with tools like Claude Desktop for security assessments.