Ressources IA ML

Welcome to the MCP Groq Demo! This repository showcases a demonstration of Model-Centric Programming (MCP) using LangChain and Groq to create an autonomous CRUD agent. You can download the latest version from the Releases section.

PydanticAI and MCP approaches for getting textual representations of scientific literature from PMIDs, DOIs, etc.

Sophisticated AI Companion with Vector Database, Emotional Intelligence, and Model Context Protocol Integration

AI-agent is a modular, multi-agent project for developing, testing, and benchmarking AI agents. It features both simple and advanced agent implementations in Python, with a structure that supports future expansion to other languages. The project is organized for easy experimentation, extension, and integration with external AI tools and APIs.

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An MCP (Model Context Protocol) server for creating, managing, and testing custom GPTs on ChatGPT.

Gem5 and McPAT (Multi-Core Power, Area, Timing/Performance)-Calib

This project demonstrates how to use smolagents, mcp, and Ollama in GitHub Codespaces, and how to integrate with GitHub's remote MCP server (public preview).

Welcome to the Claude Code Gemini MCP repository! This project aims to simplify the Gemini framework for Claude AI, making it easier for developers to implement and manage their applications.

A production-ready Model Context Protocol (MCP) server for document Retrieval-Augmented Generation (RAG) with comprehensive support for EPUB, PDF, DOCX, and Markdown documents. Built with modern TypeScript, extensive testing, enterprise-grade caching, and intelligent search optimization.

A Model Context Protocol (MCP) server for detecting rules.md violations and providing AI-powered inline suggestions. Designed to work seamlessly with Cursor and other AI development tools.

A collection of tools and examples for building applications with Google's Gemini AI platform.

A comprehensive MCP (Model Context Protocol) server for AI-powered SEO content generation, analysis, and WordPress integration. This project provides multiple deployment options and clean, organized dependencies.

An intelligent Model Context Protocol (MCP) server that enables AI assistants to interact with Picnic, the online supermarket delivery service. This server transforms your AI assistant into a smart grocery shopping companion that can help you plan meals, manage your shopping cart, track deliveries, and optimize your grocery shopping experience.

MCP+AIGC+Finance

A ModelContextProtocol server that gives your AI coding tool or agent access to documentation for APIs, services, libraries etc. It's your one-stop-shop to keep your agent up-to-date on documentation in a fast and token-efficient way.

Minecraft MCPAIAgent(MCP-server)AILLMWebSocketAPIMCMCP

MCP (ModelContextProvider) server template

Nanobot is a framework that combines MCP clients and servers to create full AI agents using only MCP. It is designed to be small, simple, non-intrusive, and leverage the pure awesomeness of MCP.

Agent Assistant is a system that allows AI agents to interact with human users through a web interface. It consists of three main components:

@latest docs for 9000+ libraries in your AI code editor, with a single MCP.

Welcome to the Alpaca MCP Server! This repository provides a robust implementation of the Model Context Protocol (MCP) for Alpaca's Trading API. With this server, large language models (LLMs) can seamlessly interact with Alpaca's trading infrastructure using natural language. Whether you are using Claude Desktop, Cursor, or Visual Studio Code, this server empowers you to manage your trading activities effectively.

A Model Context Protocol (MCP) server that provides structured workflows and tools for AI agents working with Ruby on Rails applications.

When AI changes everything, you start from scratch.

A Model Context Protocol (MCP) server that provides version-specific documentation for reducing app development errors. It enables LLMs like Claude Code to access exact documentation versions matching your project dependencies.

Build powerful, scalable, and secure Model Context Protocol (MCP) applications with ease. MCP Plexus is a Python framework built on the robust jlowin/fastmcp (FastMCP 2.7) library, designed to empower developers to deploy multi-tenant MCP servers that seamlessly integrate with external services via OAuth 2.1 and manage API key access for tools.

This project is a modular, FastAPI-based MCP server designed for use in agent-based systems and orchestration tools like Flowsie AI and n8n. It currently supports reading local JSON and Excel files and returns the data in JSON format.

See readme inside this directory. Note assumes that ollama is running as a service and has qwen3:0.6b installed

A Model Context Protocol (MCP) server for integrating Rework platform with AI applications. This server allows AI agents to interact with Rework projects, tasks, workflows, and jobs through a standardized protocol.

MCP server leveraging U.S. Census Bureau tooling for LLM interoperability.

Rubber Duck MCP is a Model Context Protocol (MCP) tool that brings the power of rubber duck debugging to your AI development environment. Rubber duck debugging is a proven technique in software engineering, where articulating a problem in natural languageoften to an inanimate object like a rubber duckcan illuminate solutions and clarify thought processes. This method, first popularized in The Pragmatic Programmer (Hunt & Thomas, 1999), is widely recognized for its effectiveness in:

The Agent / MCP tool for blog.aotoki.me which allows you to ask questions and get answers from the blog content.

Claude + Gemini = Your Ultimate AI Development Team

This is a Model Context Protocol (MCP) server implementation for Alpaca's Trading API. It enables large language models (LLMs) on Claude Desktop, Cursor, or VScode to interact with Alpaca's trading infrastructure using natural language. This server supports stock trading, options trading, portfolio management, watchlist handling, and real-time market data access.

A Model Context Protocol (MCP) server that enables AI assistants to manage WordPress sites and create content with AI-generated featured images.

A Model Context Protocol (MCP) server for FrameLayoutKit, providing AI-powered assistance for iOS developers using the FrameLayoutKit framework. This server helps generate Swift UIKit code using FrameLayoutKit's intuitive syntax, convert existing Auto Layout code, validate layouts, and provide migration guidance.

A simple MCP (Model Context Protocol) server that lets Claude control your Kubernetes cluster remotely. This was used at the KCD Bangalore 2025 talk - Let's Understand MCP: The USB Type-C Plug For Your AI Apps. Here's the presentation deck that I used for the talk.

A modular, real-time AI tool-calling server built with Node.js and the Model Context Protocol (MCP). This project allows natural language prompts to invoke backend tools like tweeting via the Twitter API, performing computations, and much more.

A powerful file analysis system that uses AWS Bedrock and Claude to analyze any file type through a conversational interface.

A .NET 9 MCP (Model Context Protocol) server that provides AI assistants with access to Snagit screen captures stored in iCloud.

A Tauri plugin and MCP server that allow AI Agents such as Cursor and Claude Code to debug within your tauri application.

Turn your Chrome browser into your intelligent assistant - Let AI take control of your browser, transforming it into a powerful AI-controlled automation tool.

A Model Context Protocol server for retrieving and analyzing data or running tasks for Ramp using Developer API. In order to get around token and input size limitations, this server implements a simple ETL pipeline + ephemeral sqlite database in memory for analysis by an LLM. All requests are made to demo by default, but can be changed by setting RAMP_ENV=prd. Large datasets may not be processable due to API and/or your MCP client limitations.

AI-first Model Context Protocol server for FastAPI backend development with Smart Blueprints.

Dapr Agentic Cloud Ascent Empowering Intelligent Cloud-Native Agent Development

This project is a complete Model Context Protocol (MCP) server that exposes GitHub functionality for LLMs like Claude.

AIPythonAK

This project was developed for the Hugging Face Agents MCP Hackathon!

An AI assistance tool that intelligently converts JavaScript files to TypeScript while preserving code logic and following best practices.

Model Context Protocol (MCP) Pythonchat loopSSE MCPAnthropicvLLM

A lightweight backend chatbot built with Django, integrating MCPServer, Retrieval-Augmented Generation (RAG), FAISS for semantic search, and OpenAI for response generation.

Demo-ready in 30 seconds! No configuration required - works immediately with realistic mock data.

A gradio web app that provide explainable fruad assessments for credit card transactions. This is achieved by a combination of a tabular fraud classifier and a reasoning LLM.

Take screenshots and analyze your mobile apps with AI assistance - right from your IDE.

A Model Context Protocol (MCP) server for integrating Harness with GenAI applications.