MCP server for AI-powered genealogy research with Gramps Web API

APktool MCP

Model Context Provider for Amazing Marvin productivity app - Access your tasks, projects, and categories in AI assistants

Policy-enforced observability and fail-closed guardrails for MCP/A2A multi-agent systems.

testrail mcp server

MCP server for Apple Mail - read, search, send, and manage emails via Claude

MCP-B Examples - Browser-native Model Context Protocol implementations

MCP server for exposing tools powered by Yelp's data

Advanced MCP Server with AI-powered Limitless API features: natural time queries, meeting detection, action item extraction, daily summaries, and speaker analytics

OpenArchFlow is an open-source Progressive Web App designed for cloud architects, DevOps engineers, and developers. Generate interactive AWS architecture diagrams from natural language descriptions using AI, Large Language Models (LLMs), AI Agents, and AWS MCP (Model Context Protocol).

CLI tool designed to manage MCI (Model Context Interface) schemas and dynamically run MCP servers using defined MCI toolsets

Sample voice agent application based on Amazon Nova 2 Sonic and Amazon Kinesis Video Streams WebRTC service. It demonstrates the real-time audio streaming interaction between user and speech-to-speech model via WebRTC connection. It also supports tool use like RAG with Bedrock Knowledge Base, MCP servers, and Strands agent.

CLI for driving Xcode builds, tests, and launches through the Xcode MCP bridge

Structured CLI: browser-backed CLI and MCP adapter for Structured Web

macOS Computer Use MCP server with a native Swift helper.

Local MCP server that gives AI coding agents persistent, searchable memory of your codebase

Standalone MCP server for cross-pane AI agent communication via tmux. Lets Claude Code, Gemini CLI, Codex, and Kimi CLI talk to each other through tmux panes.

mcp-tool-forge

Connect AI coding assistants to the S&box editor using the Model Context Protocol (MCP). While you're building your game, your AI assistant can see inside the editor in real time — reading your scene, listing GameObjects, and running console commands — without any copy-pasting.

FastAPI Skills manager to use with MCP capable agents

mcp-servers-for-revit — 80+ AI automation tools for Autodesk Revit via Model Context Protocol (Revit 2023-2026)

Give AI full read-write access to Autodesk Revit. 705+ MCP endpoints. The first open-source AI-to-Revit bridge.

Obsidian vault를 AI 어시스턴트와 연동하는 MCP 서버 (한국어 지원)

Documentation & Code Indexing with MCP - Open-source Context7 alternative