🤖 AI与机器学习 AI 工具

面向AI Agent的瑞士军刀，聚合50+模型覆盖图像/视频/语音/搜索/文档解析/邮件等多模态能力，一站式调用。

Curso Agentes IA - 2ª Edición Universidad País Vasco: Material y ejercicios del curso sobre Model Context Protocol (MCP) y agentes de IA

Using Advanced AI Prompting to enhance LLM planning to solve complex math problems and draw the answer on MSPaint Canvas

This project demonstrates a complete Retrieval-Augmented Generation (RAG) pipeline built using LangChain, Groq’s ultra-fast LLaMA3-8B, and HuggingFace sentence-transformers to enable smart question-answering over your own PDF files. The architecture follows the Model Context Protocol (MCP), ensuring modular separation between the data ingestion, e

Getting hands-on with Anthropic API for LLMs and MCP for agent ecosystem.

Bright Liu builds scalable ML pipelines and trading models at AWS.

AgentGo MCP Service provides secure authentication and data queries for AI agents.

IVA_MCP is an Intelligent Video Analytics Server providing API for video data analysis.

A Python MCP server that fetches and summarizes research papers from arXiv.

NexusAI is a project by Shubham Golwal, focusing on advanced AI solutions.

Mnemo is a LangChain-based memory system for AI assistants with advanced memory management.

NexusHub is a powerful Model Context Protocol (MCP) server that functions as a central connection point for AI workflows and tool integration.

统一API网关聚合可灵、Seedance、千问、DeepSeek等国产多模态模型，一键调用图像生成、视频生成与LLM对话能力。

Secure, auditable agentic AI framework built on top of Model Context Protocol

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通过Step ASR流式API实时转录音频为文本,支持PCM/WAV/MP3/OGG格式,中英文识别,HTTP SSE协议低延迟

MCPL enables resilient brain tumor segmentation despite missing modalities using dual-view prototype learning.

MCP Server enables smart home device control via Model Context Protocol.

MCP server for computer vision using Ollama's local vision models

AITuberKit Documentation MCP server for document search with SSE and Streamable HTTP.

AI Workflow Continuity System - Remote MCP Server for Claude.ai

MCP (Model Context Protocol) server designed to manage and provide contextual rules for AI agents

基于生产级ML集成的BTC/ETH交易信号系统。通过约束过滤优化入场信号,识别市场制度变化,提供实盘验证的交易决策支持。

GENIE is a modern, full-stack template designed for building AI agents using LangGraph.js on the frontend and Model Context Protocol (MCP) on the backend. It combines a high-performance Next.js 15 client with a flexible Python server, offering a robust foundation for intelligent applications.

A Python application for NotebookLM compliant with the MCP API.

MCP server for conversation context preservation using extraction-based approach

元技能框架,通过非显而易见的方式组合已安装技能,自动发现隐藏协同,解锁智能体涌现能力,提升复杂任务处理效率。

Bridges the "black box" problem by creating a formal, inspectable decision layer. Each decision traces to explicit logical operations - no hidden states. Leverage NN perception while maintaining human-interpretable decision logic.

Supporting materials and code for the AI System Integration course — integrating AI agents into enterprise products and processes through APIs, MCP Servers, web components, and automations.

MCP Server for generating images using Black Forest Labs API and FLUX models.

MultiMind-MCP-server enables AI agents to collaboratively refine ideas through debate.

A curated collection of LLM applications and tutorials covering RAG (Retrieval-Augmented Generation), AI agents, multi-agent teams, voice agents, MCP (Model Context Protocol), and more.

Duck MCP is a simple server for Model Context Protocol with tools for user interaction.

Learn to Create AI Agents with Langchain, Langgraph, MCP, Multi Agent Systems

langchain_mcp runs models on silicon flow and Azure OpenAI GPT-4.1.

Oura Ring MCP Server implements OAuth2 for API access, supporting LLMs until 2026.

An MCP server for managing reusable task contexts for AI agents.

Voice Notify MCP Server

A powerful research assistant built using the Model Context Protocol (MCP) that helps users search, analyze, and organize academic papers from arXiv.

Chat Completions engine with function calling, streaming, Semantic Kernel/Azure, and full observability

MyCastle is an ESL platform specification for school operations, featuring timetable management and AI workflows.

A project for running Generative AI with AI agents on MCP Server.

typescript implementation of an MCP client using gemini as LLM using gemini sdk and model context protocol sdk

# MCP SSE Server - An Implementation of Model Context Protocol Supporting HTTP SSE Connections

This project contain Projects, Assignments, Practice examples, Documents related Langchain, Langgraph, Langflow, Langsmith, Autogen, MCP, N8N and LLM model.

A secure MCP server for LLMs to interact with Mind Agent via MetaMask.

A chatbot project using MCP-Builder and LangChain with Spotify API integration.

Step by step guide for integrating LLMs with OpenSearch MCP servers

MCP-v1 is a Python platform for building AI microservices using MCP and LangChain.

CustomMCP is a personal MCP server with GPT-OSS chatbot, web search, weather data, and calculator tools.