MCP server for advanced baseball analytics (statcast, fangraphs, baseball reference, mlb stats API)

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.

Automated testing for Model Context Protocol servers. Ship MCP Servers with confidence.

A Ruby implementation of the MCP server protocol for Neovim

A MCP server for DuckDB with auth and friendly sql support out of the box.

Model Context Protocol server providing Claude AI with access to Jupiter's swap API on Solana

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

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

Ultra Godot MCP ASL

macOS Computer Use MCP server with a native Swift helper.

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

Multi-agent orchestration framework for Python — turn any agent setup into a CLI or server.

MCP Server for OriginLab Control OriginLab with natural language through AI clients via the Model Context Protocol.

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.

Python MCP for Groww. SSE (http) connection by default. A single word change to STDIO for local use.

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)

Markdown-first Notion MCP server — 26 tools, 92% fewer tokens, full round-trip fidelity

Unofficial MCP server for searching Mobbin's design library — apps, screens, flows & collections. No public API required.

MCP aggregator gateway — lazy tool discovery, dual MCP+REST interfaces, dynamic server registration