AI & ML

A complete working example of Model Context Protocol servers that exposes tools and functions over streamable HTTP, allowing AI assistants like Cursor to access capabilities such as web search via Tavily.

A Model Context Protocol (MCP) server that enables AI agents to interact with Microsoft SQL Server databases through secure, intelligent database operations. This server provides comprehensive CRUD capabilities, schema introspection, stored procedure execution, transaction management, and bulk opera

A comprehensive server that enables validation of JSON data against JSON Schema Draft 2020-12, with support for external references, schema management, and real-time streaming validation.

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.

A Context Engineering Framework that provides 9 battle-tested development workflows with smart validation to help AI models follow consistent processes.

A server that provides seamless access to the GTFOBins database through Claude Desktop, allowing users to query exploitation techniques, search for specific binaries, and explore privilege escalation methods directly from Claude conversations.

A Model Context Protocol implementation that bridges language models with LinkedIn's API, enabling profile access, posting content, searching people, and retrieving company information through standardized tools.

Demonstrates custom MCP servers for math and weather operations, enabling multi-agent orchestration using LangChain, Groq, and MCP adapters for both local and remote tool integration.

A Streamlit-based web application that generates personalized learning paths by integrating with YouTube, Google Drive, and Notion services through the Model Context Protocol.

Search and book coworking spaces and conference rooms via Croissant.

A multi-server system that converts PDF documents to Markdown format using FastMCP architecture with upload and convert servers orchestrated by a reactive client agent.

An MCP server enabling AI assistants to store, retrieve, and manage contextual information across conversations with features like persistent memory, advanced search, tagging, and privacy controls.

A Node.js-based AI agent system using Model Context Protocol (MCP) that provides financial analysis and portfolio management services through LangChain and Ollama-powered local AI models.

Enables AI assistants like Claude to interact with Autodesk Construction Cloud Build platform for construction project management, including issues tracking, RFIs, submittals, and document management through natural language.

A Model Context Protocol server implementation for Autodesk Construction Cloud Build that enables AI assistants to manage construction issues, RFIs, submittals, photos, forms, and costs through natural language.

Provides structured sequential thinking capabilities for AI assistants to break down complex problems into manageable steps, revise thoughts, and explore alternative reasoning paths.

Allows deployment of a Model Context Protocol server on Cloudflare Workers without authentication requirements, enabling integration with Claude Desktop and AI Playground for tool augmentation.

A Model Context Protocol server that connects to MySQL databases, allowing execution of SQL queries, table listing, and schema inspection through Claude Desktop.

A starter template for building Model Context Protocol servers that integrate with AI assistants like Claude and Cursor, providing custom tools, resource providers, and prompt templates.

A containerized MCP (Model Context Protocol) server that provides a simple calculator tool for adding two numbers, deployable to Kubernetes/EKS environments.

This MCP ensures consistent naming conventions for variables, database structures, and file organization by validating against project standards and providing smart naming suggestions.

An automation server that enables interaction with Xiaohongshu platform through browser automation, supporting functions like article search, content viewing, reading comments, and posting comments.

Provides Indian movie recommendations within Claude Desktop, allowing users to filter by genre, language, rating, and year, search for specific films, or discover random recommendations from Bollywood and regional cinema.

A Model Context Protocol server that connects Claude Desktop to AI Note task management, enabling task creation, updates and management through natural language conversations.

A secure server that allows Claude Desktop application to access and process Whoop fitness data locally, using OAuth2 authentication to protect user privacy.

An MCP server that integrates with local Ollama LLMs to provide financial analysis through four specialized agents (Market Analyst, Portfolio Manager, Risk Analyst, and Explainability Agent) with comprehensive banking tools.

Provides AI coding agents with persistent, long-term memory through local semantic search and SQLite storage. It enables agents to save and retrieve architectural decisions or project context across different conversation sessions without requiring cloud services.

A Model Context Protocol server that enables AI assistants to interact with Saleor e-commerce data including products, orders, customers, and more.

An intelligent AI assistant routing and management platform that integrates 107 production-grade AI assistants into a unified enterprise intelligence service center.

An MCP server that enables users to query documents from Google Drive using AI assistance, providing tools for searching vector databases and generating answers based on document content.