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Enables web scraping, crawling, and content extraction through Crawl4AI Docker API. Supports markdown extraction, screenshots, PDFs, JavaScript execution, and multi-URL crawling with reliable stdio transport.

Enables web search for large language models using Zhipu AI's Web Search API, supporting multiple search engines and advanced filtering options.

This minimal MCP implementation, developed by an unknown author, provides a basic structure for a project using the MIT license. It includes a .gitignore file to exclude node_modules and build directories from version control, indicating a Node.js-based project with a build process. The implementation's simplicity makes it a good starting point for developers looking to create custom MCP servers or clients with full control over the implementation details. It's particularly suitable for projects that require a clean slate to build upon, allowing for easy integration of specific APIs or services as needed.

MCP server for querying Percolate's specialty coffee database with read-only access to 1,100+ coffees, tasting profiles, brew recipes, pairings, and recommendations.

Innovative AI agent implementations using LangGraph—featuring ReAct, RAG (Corrective, Self, Agentic), chatbots, microagents, and more, with multi-AI agent systems on the horizon! 🤖🚀

MCP server that provides book recommendation tools, allowing an AI agent to search and filter books by genre, page count, and ratings using the Goodreads dataset.

Feature-rich MCP server for MongoDB with multi-connection support, enabling users to interact with multiple MongoDB clusters simultaneously, perform CRUD operations, run aggregations, diagnostics, and more, all through natural language.

Enables read-only interaction with App Store Connect via MCP tools, including listing apps, versions, builds, and review submissions, with compliance boundaries and no write operations by default.

Enables HTTP Request Smuggling vulnerability scanning by wrapping the Smuggler CLI tool as an MCP server tool.

Enables users to search for remote job listings using Playwright browser automation, fully containerized with Docker and compatible with Claude Desktop.

MCP server: convert Japanese between romaji, hiragana, and katakana.

Enables searching and retrieving articles, citations, and structured content from Grokipedia for research and information retrieval. It provides specialized tools for section extraction, related page discovery, and filtered search results.

SMSPM lets AI agents send SMS messages through the SMSPM API, authenticated with an API hash and token from the user's SMSPM account.

MCP-Analyzer is a debugging tool for retrieving and analyzing Model Context Protocol logs from Claude desktop applications. Built with TypeScript, it provides a server that can locate, filter, and display MCP logs from standard system locations on macOS, Windows, and Linux. The implementation features pagination support for handling large log collections, content size limiting to prevent overwhelming responses, and flexible filtering options. It's particularly useful for developers working with Claude who need to troubleshoot MCP interactions, analyze communication patterns, or debug integration issues between Claude and external tools.

AI-ready Spotify control server with CLI and Claude support via MCP tools

Provides AI assistants instant access to WHO ICD-10 and ICD-11 classification systems for code lookup, search, autocoding, validation, and hierarchy browsing via 12 tool actions.

Provides real-time safety ratings, internet speeds, budget tiers, top sights, and trip cost estimates for Asian travel destinations to LLM agents via MCP tools.

An official AI Model Context Protocol server that enables AI assistants to interact with Dart project management by creating/managing tasks and documents through prompts and tools.

Provides access to the GNews API for searching news articles and retrieving top headlines with advanced filtering options.

Enables control of Pollen Robotics Reachy Mini robot through high-level emotional expressions and low-level motor commands, with support for vision, audio, and text-to-speech capabilities.