🤖 AI与机器学习 AI 工具

Agent-MCP is a framework for creating multi-agent systems that enables coordinated, efficient AI collaboration through the Model Context Protocol (MCP). The system is designed for developers building AI applications that benefit from multiple specialized agents working in parallel on different aspects of a project.

Guía paso a paso para crear y orquestar agentes IA con arquitectura MCP usando Python, FastAPI y LLMs — de cero a experto.

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

한글>영문 번역 mcp

文档智能处理平台,支持表单自动填充、合同分析、发票扫描、简历解析、证件识别等多场景文档处理能力

Ai Foundry AI Agent MCP Server Example

基于OCEAN、DISC和荣格框架,为AI智能体定义结构化人格特征、沟通风格、行为准则,并编译为系统提示词

Comprehensive Model Context Protocol client enabling AI applications to connect with external tools and services. Features streaming support, multiple LLM integrations, and modular architecture for seamless AI-tool communication.

# Zhishanyuan Dao MCP Server Zhishanyuan Dao MCP Server is the first nutrition meal platform in China that supports the MCP (Meal Control Protocol) protocol.

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

A Python application for NotebookLM compliant with the MCP API.

MCP server for conversation context preservation using extraction-based approach

基于PyCaret的低代码AutoML框架，支持分类、回归、聚类、异常检测、时间序列、NLP、关联规则挖掘等七大任务，一键自动化建模。

A modern weather agent with React frontend and Node.js backend using MCP tools.

MCP server demonstrating elicitation

High-performance ART-backed MCP memory server for Large Language Models with microsecond latency

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

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

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

A lightweight MCP server for managing prompt files with real-time updates.

A FastAPI-powered Pokémon battle simulator that follows the Model Context Protocol (MCP). PokéClash fetches real-time Pokémon data, simulates turn-based battles with type effectiveness and status effects, and returns structured MCP-compliant responses — complete with dynamic frontend visuals

An MCP that can work with an LLM to generate a fully aligned guitar tab. LLMs struggle with this process as they cannot 'see' a tab, so don't know when it looks correct.

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

BondMCP is a Health AI API platform for developers to analyze health data.

🧠 DAML-RAG: Domain-Adaptive Multi-source Learning RAG Framework | GraphRAG hybrid retrieval + learning during inference + teacher-student dual model collaboration | Production-ready vertical domain AI solution

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.

Multi-search (bing, brave, duckduckgo, google, mojeek, mullvad_brave, mullvad_google, yandex, yahoo, wikipedia) MCP server based on DDGS package

MCP Server for emotion detection; place gui_client and launcher.ps1 together.

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

Rez MCP Server allows streaming via a chat client; try the hosted version.

A demo server for MCP elicitation, collecting user input dynamically.

This project provides an MCP (Model Context Protocol) server for integrating with Azure AI Agent Service.

A documentation of setting up Model Context Protocol (MCP) with GitHub: challenges, debugging, and solutions

# Agent MCP Server Community

Gym MCP Server exposes Gym environments as MCP servers with JSON APIs.

Mem0MCP: A memory layer for personalized AI applications.

A Model Context Protocol (MCP) compatible server to interact with the iExec protocol — built for Claude, agents, and AI tooling.

Understand and experiment with the Model Context Protocol (MCP) by implementing both a custom MCP server and MCP client, along with integration to a Large Language Model .

A simple chat bot that demonstrates the usage of News MCP (https://github.com/skydockAI/news_mcp)

A MCP Server for Azure AI Foundry

A 5-day course on building and deploying AI agents using Google's tools.

Model Context Protocol (MCP) is an open communication framework that allows AI models like Claude to interact with external tools. This enables Claude to access real-time data, process files, and interact with external services - capabilities not available to most LLMs out of the box.

My Claude Conversation API - Enterprise MCP Tool Suite ## Turn Your Claude Conversations Into Searchable Knowledge **Just shipped**: A production-ready API that transforms Claude AI conversations into an intelligent, searchable knowledge base with enterprise-grade MCP tools.

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

MCP server for AI-driven internet searches with source citations.

ComfyUI本地专业版,支持文生图/图生图/ControlNet,自动服务器管理、WebSocket实时进度、飞书静默发送、显存监控、多工作流支持,30分钟空闲自动关闭。

将OpenClaw Agent从被动问答升级为主动执行者，自动分解高层目标为子任务并自主完成全流程闭环执行

Model Context Protocol server for image handling

Tutorial for Model Context Protocol ( MCP )