A visual debugger and test client for Model Context Protocol (MCP) servers.

Model Context Protocol (MCP) server for Medicaid public data access via data.medicaid.gov - hybrid CSV + DKAN API architecture

🚀 Instantly transform any OpenAPI/Swagger schema into a production-ready Model Context Protocol (MCP) server! 🤖✨ Bridge your APIs with LLMs securely and effortlessly.

A Go framework for building MCP (Model Context Protocol) servers

ARIA (Accessible Rich Internet Applications) MCP (Model Context Protocol) server

Model Context Protocol (MCP) server for AWS Financial Operations (FinOps) - providing comprehensive tools for cloud resource optimization, cost management, and performance monitoring.

MCP server for MoneyMoney financial data. Exposes accounts, transactions, and spending analysis as tools. Works with Claude, Perplexity, and other MCP clients. Uses the official MoneyMoney AppleScript API.

ollama mcp server

jira mcp server

mcp oracle server

Building Production-Ready AI Agent Evaluation with Opik MCP Server on AWS AgentCore

Universal Semantic Bridge for Lemon Squeezy: A high-performance Model Context Protocol (MCP) server that empowers AI assistants (Cursor, Claude, VS Code) to query payments, manage subscriptions, and sync customers to Salesforce directly from your editor. 🍋✨

This repository contains a thorough tutorial on MCP servers. It provides a clear introduction to the MCP concept and progressively builds MCP servers based on real-world use cases.

Model Context Protocol server for K3s cluster management - kubectl operations for Claude

Demo repository showing use of repo-specific MCP servers implemented as FastMCP stdio servers defined within the repository

MCP server for Kubernetes that safely executes kubectl, helm, and cluster operations.

A robust MCP server for fetching and extracting web content using Trafilatura. Optimized for AI agents with clean markdown output.

A Model Context Protocol (MCP) server to interact with Teradata QueryGrid Manager

A multi-tenant Document AI assistant built with Django, GraphQL, and React, featuring role-based access control, JWT authentication, and MCP-powered LLM document question answering.

DocumentDB A2A + MCP Server

OSIM MCP Server is a standardized MCP server implementation providing structured security data standards for AI applications. Using the MCP protocol, AI assistants can easily query, browse, and retrieve security-related data, including alerts, assets, logs, events, and device detections.

tolk mcp server

clockodo mcp server

MCP-Server Golang