AI & ML

The Zoo MCP server provides integration with the Zoo API, enabling users to perform CAD operations such as generating 3D models from natural language text prompts.

Enables AI agents to programmatically control VSCode through UI automation, DOM inspection, and command execution. Built on vscode-extension-tester, it allows agents to interact with the editor as a user would, making it ideal for extension testing and workflow automation.

An orchestration server that bridges Gemini's architectural planning capabilities with Claude Code's implementation, featuring persistent context management and automated documentation fetching for library-specific development plans.

A specialized MCP server for checking domain name availability through a dual-verification process involving WHOIS lookups and DNS resolution.

MCP (Model Context Protocol) Server. Provides a bridge to Tagesschau's news API for retrieving and analyzing German news articles across categories like domestic, foreign, economic and sports coverage

Sample application for Enterprise MCP server architecture. Built with Workato Enterprise MCP. Hospitality use case, with customer- and employee-facing agentic experiences.

MCP (Model Context Protocol) Server. Bridges AI assistants with FIWARE Context Brokers, enabling natural language interaction with IoT data for querying, publishing, and updating information in NGSI-LD format.

MCP (Model Context Protocol) Server. Bridges AI assistants with iFlytek's workflow orchestration system, enabling complex business automation tasks through configurable sequential, parallel, loop, and nested execution modes.

MCP (Model Context Protocol) Server. Integrates Vapi's voice AI capabilities with code editors, enabling outbound calls, voice assistant management, and conversation transcript retrieval for automated customer outreach and support interactions.

Enterprise-grade MCP server for Microsoft SQL Server providing comprehensive schema discovery, data profiling, and safe CRUD operations with built-in governance and audit logging.

A Google Calendar MCP server that enables AI models to manage schedules by creating, listing, updating, and deleting events through a Google Service Account.

A comprehensive MCP server designed for automated bug bounty hunting and security reconnaissance, providing tools for subdomain discovery, vulnerability scanning, and traffic analysis. It includes automated scope validation and professional reporting for platforms like HackerOne and Bugcrowd.

An enterprise-grade Google Earth Engine integration for Claude Desktop, providing high-level tools for satellite imagery processing, wildfire risk assessment, and agricultural monitoring.

Open-Source CLI to Manage, Search & Inspect MCP Servers

🪱 MCP Context Template is a repository designed to centrally manage AI tools (MCP) to reduce context sharing costs and improve development productivity.

A Jina AI-powered MCP server that enables AI models to perform semantic web searches and extract clean content from URLs for research and analysis.

MCP (Model Context Protocol) Server. Enables automated web interactions through Selenium WebDriver operations for navigation, element manipulation, screenshot capture, and local storage management in Chrome and Firefox browsers.

A specialized MCP server that indexes PDF collections using TF-IDF and proximity matching to provide a searchable, high-performance knowledge base for AI assistants.

MCP (Model Context Protocol) Server. Provides intelligent discovery and research of Model Context Protocol servers using Exa search with tools for finding servers based on requirements, extracting detailed information, discovering similar implementations, and organizing results by functionality with confidence scoring and feature analysis.

MCP (Model Context Protocol) Server. Integrates with Pluggy's open banking platform to access financial account data and list available connectors across multiple banking institutions for financial applications and personal finance management.

A specialized MCP server for searching and retrieving Mozilla's source code, providing access to repositories like mozilla-central and autoland via the Searchfox service.

MCP (Model Context Protocol) Server. Bridges AI systems with Figma's design platform, enabling file operations, node manipulation, comment management, and real-time canvas interactions through both REST API and WebSocket communication.

🔌 Proof-of-concept Obsidian plugin implementing a Model Context Protocol (MCP) client. Connect to MCP servers, browse resources, execute tools, and insert content directly into your notes. WebSocket support working, STDIO/HTTP planned. Claude Desktop config compatible.

A toolset for academic research that uses MCP to provide local PDF parsing, mathematical formula extraction, code generation, and visualization for scientific papers.

Provides an interface to interact with Google Gemini AI models and custom Gems, featuring automatic cookie synchronization via a Chrome extension for persistent authentication.

A comprehensive F1 analytics platform offering real-time telemetry processing, Monte Carlo race strategy simulations, and detailed tire degradation modeling for data-driven race insights.

A specialized MCP server for searching Sweden's largest second-hand marketplaces, Blocket and Tradera, providing unified data for price comparison and market research.

A toolset for ComfyUI that integrates gallery-dl and yt-dlp to download media from over 1000 platforms including Instagram, YouTube, and TikTok with support for authentication and resolution filtering.

A package manager for AI agents that allows them to autonomously discover, install, and learn new task-specific capabilities from a global registry.

MCP (Model Context Protocol) Server. Scientific reasoning server that processes complex queries through an eight-stage Graph-of-Thoughts approach, maintaining a multi-layer graph structure with confidence vectors that quantify certainty across multiple dimensions.