MCP Server project using Model Context Protocol

Lightweight Python tool showcasing a mock weather function via FastMCP for quick AI runtime integrations.

A minimal, modular Go implementation of MCP with pluggable handlers and lightweight RPC for fast integration.

Secure, real-time finance data toolchain enabling LLMs to fetch stock prices via a FastAPI-backed HTTP interface and external APIs.

MCP Model Context Protocol

A blueprint highlighting Tools, Resources, and Prompts to orchestrate LLM-driven tasks with context and flexible transports.

Model_context_Protocol MCP

Lightweight Python-based protocol for modular context sharing with pluggable adapters and extensibility.

Model Context Protocol

Companion codebase with Python and TypeScript implementations that showcase modular context-aware components enabling scalable AI integration.

Weather-focused tool suite with AI-assisted query routing, NWS data integration, and Claude-powered interactive testing.

Template-driven MCP server framework enabling rapid, standardized model context provisioning.

Decorator-driven, multi-protocol toolkit enabling REST, WebSocket, and protocol bridging with strong typing, logging, and production-ready features.

Hybrid AI-powered terminal with stateful memory and nl2bash fine-tuning enabling natural-language to bash command translation.

Claude can execute MySQL queries with automatic connection management, robust error handling, and secure credentials.

A full lifecycle MCP server for Flowise enabling creation, deployment, execution, and generation of AgentFlow V2 from natural language.

Lightweight MCP server delivering persistent todo management with analytics, health checks, and seamless Claude/VS Code integration.

A comprehensive, production-ready React application for managing and interacting with Model Context Protocol (MCP) tools

Two hands-on experiments showcasing a sentiment analysis UI and a PR draft assistant.

FastMCP-driven Google Calendar integration delivering create, search, and range-based event management with secure OAuth authorization.

A VS Code extension that provides a Model Context Protocol (MCP) server with environment information tools.

Starter boilerplate for Claude-based model context workflows with code-focused endpoints and scaffolding.

Lightweight authentication module with CLI, validation, and developer tooling for ecosystem integration.

Educational guide detailing secure, modular MCP adoption with tool orchestration, interoperability, and observability across AI workflows.