Python-based weather demo exposing a remote API via stdio IPC with a local guard and configurable endpoints.

TypeScript tool for Binance integration offering spot trading, wallets, staking, NFTs, and automated trading strategies.

Autonomous Claude-based DJ that live-codes Strudel music, handles audience requests, and speaks announcements with tempo-aware playback while staying local.

A Model Context Protocol (MCP) tool delivering real-time weather alerts and a 7-day forecast via the National Weather Service API. Built on FastMCP for high-performance, asynchronous tool execution, it exposes weather actions that integrate with Claude Desktop and other MCP-based workflows, emphasizing non-blocking I/O and type-safe tool registration.

Follow along at https://modelcontextprotocol.io/docs/develop/build-server

Java-based modular protocol implementation with inspector tooling, time service, and Maven-driven workflow for rapid testing and extension.

An orchestration-focused context manager for LLM-driven workflows, centralizing model state, with pluggable adapters and no-code connectors.

Unified framework enabling browser-driven AI agents with Playwright, browser extensions, and Claude integration for scalable workflows.

Feature-rich C# starter showcasing core capabilities with dynamic tool loading, DI patterns, and Inspector-driven development.

Migrated from https://github.com/modelcontextprotocol/java-sdk (Java 18 → Java 17)

HTTP streaming filesystem interface with PKCE OAuth 2.1, Roots-based access, and ChatGPT integration.

modelcontextprotocol

Lightweight, pluggable middleware for dynamic context framing, routing, and caching across model calls.

modelcontextprotocol

A lightweight Python agent dynamically connects LLMs with external tools, featuring Firecrawl-based web scraping and multi-provider support.

Modular A2A-based reasoning framework with verifiable, auditable tool executions and customizable workers for data-driven analysis.

MCPサーバー作成サンプル(https://modelcontextprotocol.io/docs/develop/build-server)

MCP server for F1 data using API F1DB

Interact with the SimpleLocalize API using AI assistants like Github Copilot, Claude, or in AI-powered IDEs like Cursor AI.

A from-scratch implementation of the ModelContextProtocol to deepen my understanding.

MCP server for Cursor CLI — access Composer 2, Claude, GPT, Gemini, and Grok models through Model Context Protocol

youtube-downloader yt-dlp docx python mcp model-context-protocol claude anthropic macos automation

Validate MCP server manifests, test tool endpoints, and debug Model Context Protocol implementations instantly

mcp model-context-protocol python llm ai-agent fastapi tool-server oauth async framework