Official Resources

Kinesis Multitools is a robust, extensible MCP server for IDE-integrated code intelligence, semantic code search, and canonical code pattern management. Built for reliability and security, it enables both developers and AI agents to analyze, search, and interact with codebases efficientlywhile remaining open to new tool ideas from the community.

Model Context ProtocolMCPDocker

The Data Lakehouse data lineage analysis system is a data lineage analysis tool built on AWS Strands Agents and MCP technology with AWS Neptune graph database, providing natural language interaction interface and delivering professional data lineage analysis, data impact analysis, and data governance recommendations for modern lakehouse architectures.

This is an example of how to use a Fireproof database in a Model Context Protocol server (used for plugging code and data into A.I. systems such as Claude Desktop).

Welcome to claude-code-openai-wrapper, an easy-to-use tool designed to help you access OpenAI's capabilities without hassle. This application simplifies communication with the Claude Code API, letting you focus on what matterscreating amazing projects.

Tableau MCP is a suite of developer primitives, including tools, resources and prompts, that will make it easier for developers to build AI applications that integrate with Tableau.

Strands Agents SDK MCP (Model Context Protocol) API

An MCP server for managing and navigating nf-core pipeline repositories.

NPX wrapper for Microsoft's MarkItDown MCP server - No Docker Required!

A Model Context Protocol (MCP) server for Kubernetes Role security analysis using LLM-assisted prompt chaining, based on the KubeGuard research paper: "LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis."

Investigations MCP by BuildWorks.AI is a production-grade Model Context Protocol (MCP) server providing forensic investigations, root cause analysis, and systematic evidence-based problem solving. Works with Cursor, Windsurf, and Claude via stdio. Distributed via npm and Docker. Built and maintained by BuildWorks.AI.

A repository to learn MCP servers from the free MCP tutorial provided by Microsoft

This project implements a FastMCP server for the Lingshu medical AI model and a corresponding client for testing and integration.

Production-ready Model Context Protocol (MCP) server for Fantasy Premier League data, specifically designed for n8n AI Agent integration with dual transport support.

The Emporia Energy MCP Server provides a secure way for LLM applications to access your Emporia Energy device data. This MCP server implementation is in BETA and is subject to change moving forwards.

The Docker Hub MCP Server is a Model Context Protocol (MCP) server that interfaces with Docker Hub APIs to make them accessible to LLMs, enabling intelligent content discovery and repository management.

MCP (Model Context Protocol)

A Model Context Protocol (MCP) server that enables LLMs to manage interconnected specification documents through intelligent, progressive discovery workflows.

A Model Context Protocol (MCP) server that enables Claude to interact with Uniswap on Unichain Sepolia testnet. Users can swap tokens, check balances, get quotes, and manage approvals through natural conversation.

A Model Context Protocol (MCP) server for accessing Composer Kit UI components documentation, examples, and usage information. This server provides comprehensive access to the Composer Kit React component library designed for building web3 applications on the Celo blockchain.

This server acts as a command execution gateway for the Buu platform, exposing tools to manage teams, subthreads, and generation requests using a standardized MCP interface.

A Model Context Protocol (MCP) server that connects Claude to BrianKnows' blockchain knowledge base.

A Model Context Protocol (MCP) server that provides AI tools with access to Visa's Product Design System resources, including design tokens, component specifications, and usage guidelines.

A production-ready Model Context Protocol (MCP) server with SSH capabilities, featuring enterprise-grade testing infrastructure and development tools.

The Model Context Protocol (MCP) standardizes how applications provide context to Large Language Models (LLMs), ensuring a clean separation between context management and direct LLM interaction.

AWSIRevealMCP is a Model Context Protocol (MCP) server designed to give security teams and incident responders a unified interface to AWS services useful for investigation. By connecting AWSIRevealMCP to any MCP client (such as Claude Desktop or Cline), you can invoke queries and analyses across multiple AWS services without leaving your LLMdriven workspace.

The Ontology Lookup Service (OLS) is a repository for biomedical ontologies that aims to provide a single point of access to the latest ontology versions. It provides a website, REST API, and MCP server.

Welcome to the Microsoft Copilot Studio MCP lab. In this lab, you will learn how to deploy an MCP Server, and how to add it to Microsoft Copilot Studio.

A GitHub server integration for Cursor IDE using MCP (Multi-Cloud Protocol).

Model Context Protocol (MCP)

A TypeScript client for the Model Context Protocol (MCP) that enables seamless integration between Anthropic's Claude AI and MCP servers. This client acts as a bridge, allowing Claude to interact with external tools and services through the MCP protocol.

Windows-Only Application This MCP server requires Windows 10/11 and Microsoft Outlook due to COM automation dependencies.

Turn AI into your code repository management assistant

MCPHubz is the premier platform for discovering, testing, and integrating Model Context Protocol (MCP) servers. We provide automated discovery, quality assessment, community collaboration, and enterprise solutions for the MCP ecosystem.

A comprehensive guide to understanding and building Model Context Protocol (MCP) Servers for C# developers.

Connect AI assistants to your SQL Server databases with enterprise-grade security and performance.

phospho's official MCP Server

The KubeSphere MCP Server is a Model Context Protocol(MCP) server that provides integration with KubeSphere APIs, enabling to get resources from KubeSphere. Divided into four tools modules: Workspace Management, Cluster Management, User and Roles, Extensions Center.

This is a Model Context Protocol (MCP) server, locally deployed on the user's computer, integrating with IBM DOORS requirements management system. It enables AI agents and other MCP clients to access and query testcase data in DOORS via DXL. Model Context Protocol (MCP) IBM DOORS AI MCP DXL DOORS

A central registry of all MCP (Model Context Protocol) tools created for this system.

This repository contains the official specification documentation for the Universal Tool Calling Protocol (UTCP). UTCP is a modern, flexible, and scalable standard for defining and interacting with tools across various communication protocols.

A Model Context Protocol (MCP) server that provides LLM-friendly access to the official GovInfo API v4. This server enables searching and retrieving U.S. government documents, including bills, laws, regulations, and other official publications, for precise legal research and citation verification.

A Model Context Protocol (MCP) server implementation that integrates Gerrit code reviews with AI-powered IDEs like Cursor. This server enables automated code reviews by connecting your Gerrit instance with AI capabilities through the MCP protocol.

SAFE-MCP is a comprehensive security framework for documenting and mitigating threats in the Model Context Protocol (MCP) ecosystem. This framework adapts the proven MITRE ATT&CK methodology specifically for MCP environments, providing structured documentation of adversary tactics, techniques, and procedures (TTPs) that target MCP implementations and AI-powered applications.

Welcome to InfraMCP, a curated collection of open-source Model Context Protocol (MCP) servers that enable secure, AI-driven management and automation across your entire infrastructure stack. Our projects provide seamless integration with leading platforms, empowering AI agents, developers, and automation tools to interact with complex environments using a unified protocol.

A comprehensive security validation system for Model Context Protocol (MCP) server implementations. Provides enterprise-grade authentication, authorization, and protocol security checks to ensure your MCP servers meet the highest security standards.

A simple Model Context Protocol (MCP) server built with FastMCP that demonstrates basic tool implementation.

The Redfish MCP Server is a natural language interface designed for agentic applications to efficiently manage infrastructure that exposes Redfish API for this purpose. It integrates seamlessly with MCP (Model Content Protocol) clients, enabling AI-driven workflows to interact with structured and unstructured data of the infrastructure. Using this MCP Server, you can ask questions like:

Generate Apache ECharts with AI MCP dynamically for chart generation and data analysis. Also you can use mcp-server-chart to generate chart, graph, map.

An enterprise-focused, read-only Model Context Protocol (MCP) server that exposes Snowflake data to MCP-compatible agents such as Claude Desktop. The server keeps credentials out of logs, validates SQL use, and is ready to run in Docker-based MCP hosting environments.

A Model Context Protocol (MCP) server that helps VibeCoder developers choose the perfect tech stack for their projects through progressive questioning and personalized recommendations.

A Model Context Protocol (MCP) server built with mcp-framework that provides tools for interacting with Azure services.

The ibm-watsonx-gov-catalog-mcp-server is a Model Context Protocol (MCP)-compliant server that seamlessly connects AI agents with tools hosted on watsonx governed agentic catalog.