AI 機器學習 資源

The goal is to build an LLM agent that can accept one or n number of input texts and then flexibly rewrite them into a given format, i.e. a blog post, an article, a newsletter etc.

A comprehensive travel planning system that combines A2A (Agent-to-Agent) communication with MCP (Model Context Protocol) to provide intelligent flight search, hotel recommendations, and itinerary generation services.

Self-hosted MCP Server registry for your private AI agents

A simple web application that allows users to upload PDF files and ask questions about their content. The application uses LangChain and Streamlit to provide an interactive interface for PDF document analysis.

MCP-Allure is a MCP server that reads Allure reports and returns them in LLM-friendly formats.

A powerful AI-powered research assistant that uses OpenAI's GPT models to conduct comprehensive web research on any topic. The system performs iterative searches, synthesizes information, and provides detailed summaries with source citations.

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LinkedIn MCP is a Model Context Protocol server that enables AI agents, particularly GitHub Copilot in VS Code, to interact with LinkedIn's professional networking services. This server implements the Model Context Protocol specification using TypeSpec to provide a standardized way for AI agents to access and manipulate LinkedIn data.

An AI-powered workspace management and chat interface built with SvelteKit frontend and Fastify backend.

TTSAPIMCP CursorClaude

WavespeedMCP is a Model Control Protocol (MCP) server implementation for WaveSpeed AI services. It provides a standardized interface for accessing WaveSpeed's image and video generation capabilities through the MCP protocol.

MCP-CyberAgent is an MCP-compliant AI security assistant that connects Claude Desktop (or any MCP client) with real-world cybersecurity tools like VirusTotal, Nmap, Shodan, and PowerShell.

This MCP server enables natural language control of AutoCAD LT 2024/2025 through AutoLISP code generation and execution. It bridges Claude or other LLM clients with AutoCAD LT for creating engineering drawings, P&ID diagrams, and technical documentation through conversational prompts.

A native MCP llm client.

A Laravel-based Model Context Protocol (MCP) demonstration project featuring an e-commerce order management system with AI-powered chat functionality using OpenAI.

A bridge between Unity and AI assistants using the Model Context Protocol (MCP).

A Model Context Protocol (MCP) server that enables AI assistants to interact with Vikunja task management instances.

A Model Context Protocol (MCP) server that provides AI assistants with secure access to Odoo ERP systems. This server acts as a bridge between AI tools and Odoo, enabling read and write operations on Odoo data while respecting the configured access controls.

This is an AI red team assistant using large language models with MCP and RAG architecture. It aims to help users perform penetration testing tasks, query security information, analyze network traffic, and more through natural language interaction.

This project is an automated agent that uses Playwright MCP and an LLM (Groq or OpenAI) to:

This Project uses large language models to automate customer support. It classifies tickets, analyzes content, generate and send responses automatically to the given customer email address. Built with Streamlit and MCP Inspector Tool.

AIMCP+

Obsidian MCP is a tool that allows you to interact with your Obsidian vault using the Model Context Protocol. This enables AI assistants to read, write, and manipulate notes in your Obsidian vault through a standardized interface.

Velociraptor MCP is a POC Model Context Protocol bridge for exposing LLMs to MCP clients.

An MCP (Model Context Protocol) server designed to interact with the ntfy push notification service. It enables LLMs and AI agents to send notifications to your devices with extensive customization options.

Model Context Protocol (MCP) server for integrating Redash with AI assistants like Claude.

This is a AI assitant project implemented by python using LLM and relative technics, which aims to help me to find a job.

Welcome to the AI Engineering Bootcamp for Programmers! This repository contains a comprehensive study plan designed for programmers eager to master AI engineering. With 19 modules spread over 18 weeks, you will engage in real-world projects, explore foundational theories, and learn practical tools that are essential in the AI landscape.

A Machine Learning Inference API using MCP server architecture for sentiment analysis.

An advanced MCP server for RAG-enabled memory through a knowledge graph with vector search capabilities. This server extends the basic memory concepts with semantic search, document processing, and hybrid retrieval for more intelligent memory management.

A modular, async research assistant that combines Anthropic Claude 3 with the Model Context Protocol (MCP), delivering ondemand literature search and summarisation for academics and engineers.

MCP Server for the UseKeen Package Documentation Search API, enabling Claude and other AI assistants to search for documentation of packages and services.

The Swiss Army knife for AI agents and MCP servers A lightweight, flexible toolkit for extending AI agents and MCP servers with modular capabilities. Drop in plugins to instantly give your agents new superpowers!

A Model Context Protocol server that generates memes from user input using OpenAI's image editing capabilities.

A specialized Model Context Protocol (MCP) server implementation built with TypeScript that provides AI assistants with powerful tools for managing and working with crystal artifacts - structured data containers for complex analysis, code, and knowledge.

MCP to Cache the prompts

This project consists of two main components: a research server that handles paper retrieval and a chatbot client that interacts with the research server using the Model Context Protocol (MCP).

A lightweight Python application for evaluating MCP (Model Context Protocol) servers using LLM agents. smolval implements a ReAct (Reason + Act) pattern to systematically test MCP server implementations through structured evaluation prompts.

A lightweight, open-source connector stub written in TypeScript that leverages AI to auto-discover database connections in any JavaScript, Python, or SQL project and spins up a local MCP gateway. Expose two core toolssafe_execute and schema_validationfeeding AI coding assistants (Cursor, Windsurf, Void, Continue) with real-time, schema-aware database insights.

PlayTonight is an MCP server for enabling querying of your game library with a LLM for casual suggestions calculated in an intelligent way.

An MCP (Model Context Protocol) server that provides AI models and automation tools with access to TheHive incident response platform.

A Python client that connects to Google's Gemini AI and uses the Model Context Protocol (MCP) to browse and analyze webpages via Browserbase.

Next-Generation AI Reasoning Framework for Scientific Research

A Model Context Protocol (MCP) server that enables AI assistants to manage infrastructure using Ansible and Terraform.

A powerful Model Context Protocol (MCP) server that enables AI agents to interact seamlessly with the Binance cryptocurrency exchange. This server provides a comprehensive suite of trading tools, market data access, and account management capabilities through the standardized MCP interface.

A comprehensive platform implementing the Model Context Protocol (MCP) with integrated AT Protocol services, featuring a modern Flutter frontend and robust Node.js backend infrastructure for decentralized social networking and AI capabilities.

AI agent secure Docker environments for project work

Welcome to the AI Agent with MCP repository! This project showcases a powerful server built using Googles Agent Development Kit (ADK). It features multiple specialized agents that work together through intelligent routing. The system provides RESTful API endpoints for various capabilities, including web searches, data analysis, and code generation. With its modular architecture, it ensures extensibility and adaptability for future enhancements.

Welcome to the PubMed MCP Server repository! This project provides a Model Context Protocol (MCP) server designed for AI agents to intelligently search, retrieve, and analyze biomedical literature from PubMed using NCBI E-utilities.

Advanced hybrid documentation scraping system with vector embeddings, hybrid search, and reranking for maximum accuracy and minimal cost

A Model Context Protocol (MCP) server that enables AI models to perform complete browser automation through the Dex browser extension. You'll have to login to the account you signed up with for your hackathon to download the extension.

Ever wanted to chat with your local AI about research papers without sending data to external APIs? This project lets you do exactly that using Ollama and the Model Context Protocol (MCP).

AI-Powered Design Workflow Automation Connect Claude AI and other LLMs to Penpot designs via Model Context Protocol

Status: OPTIMIZED SYSTEM ARCHITECTURE IMPLEMENTED (2025-05-26) Servers: 13 configured (optimized from 17 13 via consolidation) Tools: 150+ available including consolidated data analytics and enhanced memory optimization Memory: 58% reduction in memory overhead through server consolidation

A comprehensive on-chain registry system for autonomous AI agents and Model Context Protocol (MCP) servers on the Solana blockchain.