AI ML Resources

A NiceGUI-based chat application for Claude and other OpenAI-compatible APIs. Version 0.1.1.

MCP (Model Context Protocol) server for interacting with NotePlan notes through Claude or other LLMs.

PowerPoint - MCPAI

Automated Machine Learning Platform with LazyPredict and Model Context Protocol Integration

ask-human mcp is designed to improve AI interactions by providing a mechanism for the AI to ask for clarification instead of making unfounded assumptions. This tool acts as a mentor for AI, guiding it to avoid hallucinations and false confidence.

A Model Context Protocol (MCP) server for integrating ArgoCD GitOps continuous delivery tool with GenAI applications, enabling intelligent Kubernetes deployment management.

An MCP server that enables LLM agents to talk with IFC (Industry Foundation Classes) files

MCP Forensic Toolkit is a secure, AI-ready local server for digital forensics, built using the Model Context Protocol (MCP). It exposes semantically meaningful tools to analyze logs, verify file integrity, and generate audit-grade forensic reports. Designed for analysts and LLMs alike, it enables automated investigation with precision and safety.

A thrilling Multi-User Dungeon (MUD) server powered by the Model Context Protocol (MCP) - designed to showcase the magic of dynamic tools and prompt notifications for educational purposes!

A production-ready Model Context Protocol (MCP) server for running Vitest tests and analyzing coverage. This server provides AI assistants with intelligent tools for test-driven development workflows.

A reusable UI component to test and tweak prompts live with LLMs (e.g., via OpenAI, Ollama, or HuggingFace APIs).

/var/log/LMS_LOG/ Google Gemini LangChain

A modern AI-powered tarot card reading web application with an Agatha Harkness-inspired dark witchcraft theme. Features OpenRouter AI integration for authentic mystical readings using Llama 3.1-8B-Instruct.

Node.jsMCPAI

A powerful multi-agent system built with Archon, the AI agent that builds other AI Agents. This system leverages the Model Context Protocol (MCP) and Pydantic AI to orchestrate specialized AI agents to perform various tasks through third-party services (Slack, Firecrawl, Airtable, etc.).

example of springAI with ollama

An MCP (Model Context Protocol) server that integrates Cycode's CLI-based SAST (Static Application Security Testing) capabilities into CursorAI and other AI coding environments.

A TypeScript project demonstrating how to build an interactive educational analytics assistant using OpenAI tool calling and the Model Context Protocol (MCP).

McpChat is a feature-rich open-source AI chat platform supporting multiple cloud and local large language models with powerful search enhancement and tool calling capabilities.

A robust, production-ready memory bank extension for Cursor and VS Code, enabling persistent, context-aware AI workflows with comprehensive MCP server integration.

Red Hat AI Studio - Agent Building, Model Evaluation, MCP Servers, Safety Guardrails, Prompt Engineering, Retrieval Augmented Generation, Document Ingestion

A Model Context Protocol (MCP) server for managing D&D 5e game mechanics, character data, and providing DM assistance through structured tools and APIs.

An MCP (Model Context Protocol) server that exposes the llms.txt file from your project root as a resource for AI context enhancement.

Socket.io ChatBot OneBot(exp) OpenAI( One-API ) Gemini ( Ai Stdio Vertex AI)

Model Context Protocol (MCP) AI

Welcome to the xhs-toolkit repository! This toolkit serves as a powerful resource for integrating intelligent content creation and publishing tools with AI clients, specifically designed for (Xiaohongshu).

Automation MCP is a Model Context Protocol (MCP) server that provides AI models with complete desktop automation capabilities on macOS. It enables AI assistants to:

MCP

Welcome to the Browserai Model Context Protocol (MCP) server, designed to enable LLMs, AI agents, and applications to access, discover, and extract web data in real-time. This server empowers MCP clientssuch as Claude Desktop, VS Code, Cursor, and WindSurfto seamlessly search the web, navigate websites, perform actions, and retrieve data efficiently, even from sites with anti-scraping measures.

A Model Context Protocol (MCP) server that provides AI assistants with unified access to organizational knowledge across multiple platforms. This server bridges the gap between AI tools and your organization's knowledge repositories, enabling intelligent document creation, retrieval, and management across local docs, Guru, and Notion.

A Model Context Protocol (MCP) server for Google BigQuery that enables AI agents to interact with BigQuery databases through natural language queries and schema exploration.

This MCP Server provides an LLM interface for getting the current time. It was built with the Spring AI MCP Server Boot Starter.

A collection of MCP (Model Context Protocol) servers for family-oriented AI tools and integrations.

Let Claude tap into Gemini's extended context window for smarter, bigger, and faster code reasoning.

A Model Context Protocol (MCP) server for analyzing OpenReplay session recordings and user behavior patterns. This server enables AI assistants to analyze user sessions, detect problems, and provide actionable insights from OpenReplay data.

This is the repository for ai-agent-protocol. You're welcome to contribute! Let's make the Web rock our socks off!

Gemini DeepSearch MCP is an automated research agent that leverages Google Gemini models and Google Search to perform deep, multi-step web research. It generates sophisticated queries, synthesizes information from search results, identifies knowledge gaps, and produces high-quality, citation-rich answers.

An intelligent, locally running database agent that uses LLaMA 3.2 via Ollama and MySQL to dynamically convert natural language queries into SQL commands. Built with Python and designed for fast prototyping using the FastMCP framework.

Dont walk in front of me I may not follow. Dont walk behind me I may not lead.

A demonstration of a powerful AI agent built using Model-Centric Programming (MCP). This agent manages a user database through natural language commands, performing full CRUD (Create, Read, Update, Delete) operations.

A comprehensive Model Context Protocol (MCP) server for educational AI tutoring as specified in the Product Requirements Document (PRD).

A Model Context Protocol (MCP) server that provides YouTube video summarization and information retrieval capabilities through the SummarAI API.

Use mcp to recognize and search your images

A Model Context Protocol (MCP) server for seamless integration with QuantConnect's algorithmic trading platform. This enables AI assistants to help you develop, test, and deploy trading algorithms directly through chat interfaces.

The CBI MCP Server provides an interface for developers to interact with CB Insights ChatCBI LLM through AI Agents.

mcp course from hugging face

Tags: agent-demo-track

My AI Agent Spring Boot Spring AI RAG

This repository contains the code for the webinar demonstrating how to use Model Context Protocol (MCP) to orchestrate AI Agents with OpenAI SDK, Augment Code, and Qdrant.

This example shows an Orchestrator workflow which dynamically plans across a number of agents to accomplish a multi-step task.

A Model Context Protocol (MCP) server that enables voice interactions with Claude and other LLMs. Requires only an OpenAI API key and microphone/speakers.

High-efficiency YouTube MCP server: Get token-optimized, structured data for your LLMs using the YouTube Data API v3.

Welcome to the MCP Cloud Compliance repository! This project focuses on conversational cloud security compliance auditing. Our goal is to enable natural language queries about AWS security posture using Claude and other AI assistants.

A production-ready MCP (Model Context Protocol) server that enables comprehensive research and analysis capabilities for Claude and other MCP-compatible AI assistants. This server integrates web and academic search functionality with an optional web interface for interactive research and AI-powered report generation.