موارد ذكاء اصطناعي وتعلم آلي

Turn vague specs into structured tasks with AI-powered quality gates

A Model Context Protocol (MCP) server that integrates with ModelScope's ecosystem, providing seamless access to AI models, datasets, apps, papers, and generation capabilities through popular MCP clients.

Spring AI 1.0.0-M6MCP(Model Context Protocol)

Spring AI Spring Boot 3.4.x1.0.0-M6+

An intelligent RAG (Retrieval-Augmented Generation) system specifically designed for analyzing and searching local codebases. Built entirely with TypeScript, it provides semantic search capabilities, code analysis, and MCP integration for AI IDEs.

Distri is a framework for building and composing AI agents, written in Rust. It enables developers to create, publish, and combine agent capabilities using the MCP (Multi-Agent Communication Protocol) standard.

Project Horizon explores the future of collaborative, multimodal AI agent systems. It investigates how sophisticated, responsive, and interoperable agents can be built by integrating cutting-edge agent development frameworks and open communication protocols. This proof-of-concept demonstrates the powerful synergy between Google's Agent Development Kit (ADK) (leveraging the Gemini Live API for real-time interaction), the Agent2Agent (A2A) protocol, and the Model Context Protocol (MCP).

chatgpt-on-wechatCoWAI

A framework helps you quickly build AI Native IDE products.

MCP (Model Context Protocol) 1:. 1, AI- (Claude, Cursor ).

Welcome! This repository contains the complete and final source code for the blog post, "Unlock Your LLM's Potential: Building an MCP Server with Elasticsearch for Real Health Data".

A Model Context Protocol (MCP) server that provides comprehensive access to the Tulip API, enabling LLMs to interact with the Tulip manufacturing platform functionality including tables, records, machines, stations, interfaces, users, and more.

This workshop is designed as a code-along session where you will learn how to set up and run an MCP server that interacts with a RESTful API, and how to integrate it with the MCP server for use with Codename Goose.

Transform your security operations with AI-powered threat detection, automated incident response, and natural language security analysis.

A guided Memory Bank plugin for AI-assisted development

AgentGo MCP Service is an authentication and data query service designed specifically for AI agents, providing blockchain identity authentication, agent scoring queries, market data analysis, and other core capabilities for AI assistants through the MCP protocol.

This project consists of three MCP (Model Context Protocol) servers integrated with the Claude Desktop app to power context-aware GenAI workflows. Each server specializes in a unique task:

A comprehensive Model Context Protocol (MCP) server implementing the latest MCP 2025-03-26 specification. Demonstrates MCP capabilities including tools, resources, prompts, roots, and enhanced sampling with model preferences. Features HackerNews and GitHub API integrations with AI-powered analysis through advanced MCP sampling.

A comprehensive list of Model Context Protocol (MCP) servers for Claude and AI tools by 199-biotechnologies.

A Model Context Protocol (MCP) server that provides comprehensive text readability analysis using multiple established metrics. Built with FastMCP and Pydantic for reliable, structured analysis.

A powerful Model Context Protocol (MCP) server that enables natural language interaction with Taiga project management systems. Seamlessly manage your projects, sprints, user stories, tasks, and issues through conversational AI.

Welcome to SuperMemory MCP, a tool designed to make your memories accessible across various language models. With this setup, your memories reside in ChatGPT, but now they can be utilized universally. No logins or paywalls are required. Just one command sets everything up!

The Model Context Protocol (MCP) enabled SSH proxy for AI agents.

A TypeScript-based Model Context Protocol (MCP) solution that enables AI agents to access and analyze browser network traffic effectively. This tool is particularly useful for UI-engine based projects, allowing agents to search and filter through network data without having to read all of it.

AI Pilot for PTY Operations - An MCP server that enables AI agents to control interactive terminals like a human.

Servidor de contexto de Kalouk para agentes de inteligencia artificial.

An open foundational toolkit providing essential components for building AI agents with minimal dependencies for local (non-HTTP/API) actions. Designed with agent-friendly type signatures to eliminate "signature too complex" errors, while offering core utilities that developers can easily integrate into their agents to avoid excess boilerplate.

A Model Context Protocol (MCP) server that provides positive reinforcement for LLMs by awarding "cookies" as treats.

This project is a Next.js application and MCP server for enabling AI to interact with your Suunto device. It supports:

A unified management interface for all your MCP servers with RAG capabilities

An opinionated MCP wrapper for tree-sitter that provides structured code parsing for AI agents. It exposes tree-sitter's powerful parsing capabilities through the Model Context Protocol, making it accessible to Claude Desktop, Cursor, Windsurf, and other MCP clients.

"From your first AI-assisted 'Hello World' to orchestrating enterprise multi-agent systems, this workshop is your comprehensive path to mastering every aspect of AI-powered development." - @paulanunes85

A Model Context Protocol (MCP) server for interacting with Ray distributed computing clusters. This server provides AI assistants with tools to manage Ray clusters, submit jobs, monitor resources, and perform various Ray operations.

A minimalist MCP client application focused on seamless Ollama integration with automatic connection discovery and intelligent request handling.

A multi-server, multi-tool research assistant powered by Anthropic Claude and Model Context Protocol (MCP). This project enables advanced research workflows, paper search, and prompt orchestration via a command-line chatbot and a research server.

Model Context Protocol (MCP) AI

Model Context Protocol (MCP) es un protocolo abierto estndar para conectar aplicaciones de IA (especialmente las basadas en Large Language Models, LLMs) con fuentes de datos y herramientas externas. Fue lanzado por Anthropic a finales de 2024 con la meta de eliminar la fragmentacin en la integracin de agentes de IA con entornos reales. En lugar de crear conectores a medida para cada caso, MCP propone una forma universal (inspirada en el Language Server Protocol de Microsoft) de enchufar capacidades externas a los asistentes de IA como un puerto USB-C para la inteligencia artificial. Con MCP, cualquier cliente compatible puede comunicarse con cualquier servidor MCP, permitiendo un ecosistema interoperable de agentes de IA.

RAG+MCP multi-platform coding partner

Claude Desktop/WebMCP (Model Context Protocol)

ShardGuard is a proof-of-concept system designed to secure Model-Command Processor (MCP) workflows in the presence of untrusted LLMs. While LLMs offer powerful automation capabilities across sensitive user contextslike email, calendars, and financial servicesthey also pose significant risks, including prompt injection, data exfiltration, and unauthorized tool usage. ShardGuard tackles this by isolating execution into fine-grained, privacy-preserving steps coordinated by a trusted service. It leverages a trusted planning LLM to decompose tasks, uses opaque values and sanitization functions to limit data exposure, and ensures least-privilege access to MCP tools. Unlike traditional information flow control systems, ShardGuard avoids complex labeling and taint tracking, offering a more practical yet effective path to safe LLM-driven automation.

An MCP (Model Context Protocol) server that enables LLMs to interact with Game Boy games through PyBoy emulation.

Connect AI agents to document processing.

A production-ready Model Context Protocol (MCP) server that provides natural language to SQL conversion using Vanna AI, with enterprise-grade multi-tenant support and cross-database compatibility.

This repository contains a comprehensive AI agent solution for healthcare that leverages FHIR (Fast Healthcare Interoperability Resources) standards with a modern React-based user interface:

Welcome to AI Code Context! This project aims to revolutionize the way developers document their code. With the power of AI, you can automatically generate and maintain contextual documentation for your code changes using git diffs. Say goodbye to outdated documentation and hello to a tool that grows with your codebase.

This package contains multiple MCP servers that allows LLMs to access databases essential for metabolomics research.

Snowfort Choreograph MCP is a comprehensive Model Context Protocol (MCP) server suite that enables AI coding agents to automate both web browsers and Electron desktop applications with unparalleled precision and flexibility.

This repository contains code examples, reference scripts, and foundational components for exploring the Agentic AI. Marking the transition from traditional prompt pipelines to building agent-based AI systems using tools like LangGraph, LangChain, and LangSmith.

A Model Context Protocol (MCP) server that provides tools for interacting with Linear's API, enabling AI agents to manage issues, projects, and teams programmatically through the Linear platform.

A Model Context Protocol (MCP) server that provides AI-powered web search and summarization using the Gemini API's grounding feature. Unlike traditional search tools that return raw results, this server uses Gemini AI to synthesize information and provide comprehensive answers with citations.

Este projeto um servidor Node.js utilizando Fastify e a API da OpenAI para responder perguntas com base em uma base de conhecimento local (wiki embutida em JSON), utilizando embeddings vetoriais para encontrar o contedo mais relevante.

An experimental MCP (Model Context Protocol) server that helps AI assistants connect to and retrieve information about duyet. This server provides access to information primarily available at https://duyet.net, making it available directly to your AI assistant.

A NestJS-based Model Context Protocol (MCP) client that connects to your Arbitrum MCP server and provides an intelligent chat interface powered by Hugging Face LLMs with vector embeddings for contextual memory.

ClaudeR is an R package that creates a direct connection between RStudio and Claude AI, allowing for interactive coding sessions where Claude can execute code in your active RStudio session and see the results in real-time.

MCPilot AI MCP (Model Context Protocol) AI Next.js MCP