MCP Atlassian is a Model Context Protocol server designed for Atlassian products (Confluence and Jira), supporting both cloud and on-premises deployments and providing AI assistant integration functions.

assistant - ui is an open - source TypeScript/React library for quickly building production - grade AI chat interfaces, providing composable UI components, streaming responses, accessibility, etc., and supporting multiple AI backends and models.

Notebook Intelligence (NBI) is an AI coding assistant and extensible AI framework designed for JupyterLab. It supports models from GitHub Copilot and other LLM providers, including local Ollama models. It significantly enhances productivity through features such as code generation, auto - completion, and chat interfaces, and supports the integration of Model Context Protocol (MCP) services.

An MCP server that allows AI assistants to search for products on second - hand market platforms such as Facebook Marketplace, eBay, Depop, and Poshmark, supports filtering by price, category, size, color, etc., and provides complete product details.

The Saleor MCP Server is a Model Context Protocol service designed for the Saleor e-commerce platform, allowing AI assistants to read product, customer, and order data through an HTTP connection and providing read-only API integration functions.

TailorKit MCP is a middleware service connecting AI assistants with the TailorKit API, supporting the management of e-commerce product customization templates through natural language.

Inspector MCP Server is an MCP server built specifically for the PHP ecosystem. It allows AI coding assistants to access production environment error data and provides tools for automatically fixing problems and suggesting root cause analysis.

An integrated service that allows you to directly search for and purchase Amazon products through the Claude AI assistant

This is a monorepo containing Model Context Protocol (MCP) software packages and products, mainly providing a fully functional MCP server that enables AI assistants to interact with SWI - Prolog, the file system, and an extensible plugin system.

The Gumroad MCP Server is a service that implements the Model Context Protocol (MCP), allowing AI assistants to interact with the Gumroad platform through the Gumroad API, including functions such as managing products, sales data, and promo codes.

This project shows how to create an MCP server and client for Azure Cosmos DB, including a front - end application (product catalog and AI assistant) and an MCP server component that connects to the database.

A production-level Airtable MCP server based on OAuth 2.0 authentication, providing complete Airtable API coverage and a standardized MCP interface, supporting AI assistants to interact with Airtable.

A production-ready Model Context Protocol server that provides an asynchronous-first Python architecture and exposes advanced ArangoDB operations (including graph database management, content conversion, backup and restore, and analysis functions) to AI assistants.

The Jianying video production MCP server is an automated tool based on the Model Context Protocol, enabling AI assistants to create professional video content through natural language, supporting automatic creation of Jianying drafts, adding materials, applying special effects, and exporting project files.

A production-level MCP server that provides AI assistants with access to the Finnish Alko alcohol product catalog, including product search, inventory query, store information, and personalized recommendations.

Printify MCP Server is a bridge connecting AI assistants with the Printify print-on-demand platform, realizing an automated process for product creation, design generation, and management through the MCP protocol.

This project provides MCP integration for Atlassian Data Center products (Jira, Confluence, Bitbucket), supporting AI assistants to interact with these products through a standardized interface.

A production-ready MCP server that enables seamless integration between AI assistants and the Just command runner through the standardized MCP protocol, allowing LLMs to discover, execute, and inspect Justfile recipes.

The Mercadinho Mercantes multi - agent AI assistant is an intelligent customer service system designed for a Brazilian retail chain. It includes three professional AI agents for reception, sales, and customer maintenance, providing services such as product query, sales assistance, customer management, and store operations.

A production-ready Model Context Protocol server that provides powerful tools for AI assistants to interact with Slack lists, supporting the creation, retrieval, filtering, and management of list items.

Kash MCP Server is a server that complies with the MCP protocol and can connect AI assistants such as ChatGPT and Claude to the cash register system, enabling the management of sales, orders, products, and report generation through dialogue.

Skim MCP Server is a production - level Model Context Protocol server based on the Skim project. It is specifically used for intelligent code compression to help AI assistants like Claude Code break through the context length limit and analyze large code projects.

Agora MCP is an MCP server that connects AI assistants with the SearchAgora product search engine, supporting searching for, comparing, and managing products in the shopping cart through AI assistants, and completing purchases.

This project provides an MCP server for the JobNimbus API, enabling AI assistants to access and manipulate JobNimbus data, including workflow information such as contacts, tasks, and products, through a standardized tool.

MCP Tool Factory is a TypeScript project that can quickly generate production-ready MCP (Model Context Protocol) servers from natural language descriptions, OpenAPI specifications, database schemas, GraphQL schemas, or ontologies. It supports 10 LLM providers, has functions such as cost tracking, parallel generation, and LLM response caching, and is itself an MCP server that can be directly integrated with AI assistants such as Claude for use.

An experimental implementation of the MCP server that allows AI assistants to search for product information from major Australian supermarkets, Coles and Woolworths, and provides price comparison and product detail query functions.

The MCP Skill Server is a tool for creating, testing, and deploying AI assistant skills in a local development environment. It supports the deterministic execution of skills through fixed entry points, facilitating seamless migration from the editor to the production environment.

The Squad MCP server is a protocol service that connects the Squad product discovery platform with large language model applications, providing a rich toolset for creating, querying, and updating product strategy artifacts directly from an AI assistant.

A production-ready MCP console automation server that allows AI assistants to fully interact with console applications, monitor output, detect errors, and automate terminal workflows, supporting multiple platforms and console types.

Amazon Order History CSV Download MCP Server, supporting automated export of order, product, logistics, and transaction data across 16 regional sites, suitable for AI assistant integration and data analysis

The 1NCE IoT Platform MCP Server is a middleware that enables AI assistants to manage the 1NCE IoT connectivity platform through natural language processing, including functions such as querying products, managing orders, and monitoring SIM card status.

An MCP server that provides structured access to Mindvalley's educational products for AI assistants, including query tools for courses, masterclasses, programs, and certifications.

The ProductPlan MCP Server allows AI assistants to query and operate on ProductPlan roadmap data in natural language, including functions such as viewing roadmaps, managing OKRs, handling creative ideas, and coordinating releases.

An AI-driven e-commerce integration MCP server that supports multi-platform product search, intelligent price negotiation, and discount generation, providing a unified interface for AI shopping assistants

An MCP server for searching two major second-hand trading platforms in Sweden, Blocket and Tradera, providing unified second-hand product search and data retrieval functions for AI assistants

The MCP server of Wishfinity provides the function for AI assistants to save product links to the user's wishlist with a single click, supporting multiple AI platforms and MCP clients.

Agora MCP is an MCP server that connects AI assistants with the SearchAgora product search engine, supporting searching, comparing, and purchasing products through AI assistants.

This is an AI Development Assistant MCP Server project that provides intelligent coding assistance tools, including code architecture generation, UI screenshot analysis, and code review functions. It is mainly used for tutorial demonstrations rather than production environments.

The Bitrefill MCP server is an MCP - protocol - based service written in TypeScript, providing an interface to access Bitrefill services such as gift cards and mobile top - ups. It supports AI assistants to perform product searches, detail queries and order management through the MCP protocol.

MCP Server provides AI assistant connection services for Atlassian products (Jira and Confluence), enabling seamless interaction with Atlassian Cloud through standard protocols