Weather-focused MCP server with LLaMA integration offering forecast and alerts through modular tools and desktop integration.

Context-aware guitar recommendation tool that blends semantic search with user context to deliver tailored guitar picks.

AI-powered tool fetching Reddit posts via API and analyzing trends with an LLM through a CLI.

A multi-client workflow unificando Spring Boot, Ollama Llama 3.2 y Gemini para procesamiento de lenguaje en un entorno distribuido.

Experiments with MCP (Model Context Protocol) — local AI agents and tool integrations

Modular AI-driven crypto workflow with live trading, TA analytics, and news analysis via LangChain integration.

Intelligent weather agent leveraging A2A JSON-RPC, GPT-4, and Open-Meteo with production-grade performance, observability, and resilient deployment.

Lightweight LLM integration with flexible backends, context-aware prompts, and built-in monitoring for scalable AI workflows.

Demo repository for MCP (Model Context Protocol) server integration

Exercise: Integrate Model Context Protocol with GitHub Copilot

Exercise: Integrate Model Context Protocol with GitHub Copilot

Exercise: Integrate Model Context Protocol with GitHub Copilot

Lightweight, extensible approach to retrieval-augmented reasoning with dynamic tool orchestration and context management, differentiating through policy-driven use and transparent context mutations.

MCP (Model Context Protocol) projesi

A distributed, Python-based agent network for drafting articles and researching topics, using a custom A2A protocol and modular tooling via cloud-enabled workflow.

A Python library for modular MCP servers and adapters to manage model context across AI workflows.

Foundational protocol enabling standardized context exchange and coordination across AI components, promoting interoperability and scalable integrations.

Go-based reference implementation standardizing context delivery from apps to LLMs with modular data/tool adapters.

Standardized interface linking LLMs to diverse data sources and tools via a secure, observable gateway.

MCP demos

Unified MCP-driven agent with memory and dynamic tool usage (web search, weather, database access) paired with a FastAPI-backed MongoDB store.

a Model Context Protocol (MCP) tool that gives access to AIH prestashop stores and run some tasks like getting orders with filters, generating invoices.. and more

Real-time stock data lookups and ticker searches through distributed agent-to-agent systems with natural language interaction.

This is a personal playground using LangChain, NRP Nautilus hosted LLMs, and Model Context Protocol to interact with SHAREOK.org