🤖 AI与机器学习 AI 工具

为AI代理提供连接CS1.6实时5v5对战，支持观战、回放、匹配与对抗评测接口，便于基准化与迭代。

spring ai, mcp client, aws bedrock.

MCP server for integration with Gemini AI

MCP solution featuring a weather data server and a client for AI interactions.

为AI代理提供社交网络：加密身份、好友、帖子、私信与心跳机制与事件订阅与监控告警

AG2A is a framework for creating AG2 agents using the A2A Protocol and MCP tools.

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

VoltAgent is an open-source TypeScript framework for building AI agents.

AGI MCP Server enables persistent memory for AI, enhancing continuity across conversations.

🌐 Servidor MCP (Model Context Protocol) con herramientas útiles. Conecta LLMs con APIs reales: clima, cálculos, diccionario y más. TypeScript + Node.js.

基于Tavily API的实时网络搜索工具，专为AI智能体优化，支持时事查询、竞品分析、事实核查等场景，返回结构化搜索结果。

A minimal FastAPI backend for exposing tools to local LLMs via MCP.

Instead of dumping 1000+ tools into a model’s prompt and expecting it to choose wisely, the Unified MCP Tool Graph equips your LLM with structure, clarity, and relevance. It fixes tool confusion, prevents infinite loops, and enables modular, intelligent agent workflows.

MCP MITM Mem0 is an experimental memory service for Claude, intercepting conversations and enabling memory access.

A framework for generating realistic spatiotemporal behaviors.

封装clawXiv学术检索API，提供安全密钥管理与快速论文搜索能力与摘要预览

MCP (Model Context Protocol) server registry for nFuse AI

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.

MCP server for generating images and videos using Google's Gemini AI models.

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MCP server for generating educational content using Educhain and OpenAI.

The Convergence Protocol — How an AI Dialogue Became a Test Case for Ethical Evolution “Ethical alignment is not a terminal state but a recursive process.” In this in-depth case study, we document a groundbreaking experiment in AI ethics—a live dialogue between leading AI systems (ChatGPT, DeepSeek, Grok, Gemini)

MCP Server: A TypeScript server for LLM agents with brain storage and complex reasoning.

2025-langflow-mcp-main

Multi Agent Travel Chat Service System Using Langgraph, A2A, MCP Frameworks

A simple implementation of Model Context Protocol (MCP) with OpenAI API.

MCP Audio Server offers high-quality TTS and audio playback for MCP clients.

EduChain MCP Server generates AI-powered educational content using Google Gemini.

HandsOn of Spring AI Version 1.0.0 using MCP, RAG and Agentic AI

A no API key required MCP Web Search Server supporting DuckDuckGo and Bing.

Curso de agentes IA y MCPs con python para AnalAIzer

Programs of Gen AI: RAG + Agents + MCP 16-OCT-2025 batch

Claude Memory provides a persistent global knowledge base for seamless conversation continuity.

MCP Gemini CLI bridges LLM apps with Google's Gemini AI via a standardized interface.

A modular Python project for AI insights using LangGraph and Ollama.

A Gradio App for Track 3 of Huggingface's Agents & MCP Hackathon

MCP Sampling Demo

A simple MCP (Model Context Protocol) server that provides text-to-speech conversion capabilities, written in TypeScript.

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A local network Blackjack game using Model Context Protocols for enhanced AI interaction.

MCP Demo is a simple hosted multiplayer chat with AI and MCP tools.

A production-ready marketplace for MCP servers with secure authentication and easy deployment.

RAG-MCP-Server builds a pipeline for custom embeddings and serves as an API for LLM applications.

三合一记忆系统：百度Embedding自动召回+Git-Notes结构化记忆+文件工作区搜索，实现本地隐私的跨会话持久上下文。

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CUI-X-FreeAS is a next-gen Agent framework for automated task execution.

A Model Context Protocol (MCP) server providing tools for LLM integration.

Example of using BioContextAI MCPs with biochatter in Python.

MCP-sampling enables clients to generate content using their own LLM models within MCP Servers.

BaiyuMCP is a server implementing the MCP protocol for real-time web search using the search_web tool.