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

ModelContextProtocol Demo

A powerful NestJS backend that bridges OpenAI's Agent framework with MCP (Model Context Protocol) servers, enabling AI assistants to execute real-world actions through natural language requests.

Dual REST and MCP server unifies traditional data access with AI-driven queries using SSE, streamlining sports data for developers and agents.

Template enabling modular agent collaboration via MCP and A2A, with local STDIO and remote HTTP transport for tool access and memory integration.

Comprehensive toolkit with 50+ AI-powered tools for text analysis, writing, translation, and business tasks, built on .NET 9.

Real-time MMK exchange rates exposed via a lightweight MCP server with live data from the Central Bank of Myanmar.

Modular CMF tooling with Docker-ready deployment, exposing pipelines, executions, artifacts, and model metadata as reusable AI-friendly tools.

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

CLI tool enabling GitHub operations and OpenAI queries leveraging contextual protocol with secure environment key management.

Spring Boot application demonstrating a Model Context Protocol client with chat request handling and configurable endpoints.

Lightweight Vanilla PHP implementation enabling streamable HTTP transport for Model Context Protocol with Docker-ready setup and no frameworks.

AI-powered Google Drive integration with MCP for smart file discovery, content analysis, and organization insights.

Model Context Protocol-based sarcastic quotes delivery with easy integration to AI assistants, including random and all-quote access.

Go-based temperature tool that proxies location queries to a local HTTP service via MCP.

FreelanceMate MCP enables freelancers to generate proposals, schedule meetings, and create invoices through a unified MCP-enabled workflow.

MCP (Model Context Protocol) 学习总结 - AI编程助手工作流程与实践指南

Real-time Claude AI access to NOAA tides with automated coastal alerts and seaweed bloom emails.

Two endpoints enable apps-focused tool access and universal function discovery from ACI.dev for streamlined automation.

Guided setup to expose read-only resources via a TypeScript SDK, enabling LLMs to access docs, logs, and customer data safely.

ArcGIS-based CAL FIRE DINS data exposure via MCP, delivering verifiable damage context for AI models with geospatial queries.

Implement an MCP (Model Context Protocol) server with an AI agent using the OpenAI SDK and an OpenRouter base URL,

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

A FastMCP-based NLP server offering modular text distance analytics with simple deployment and optional API-key security.