🤖 AI与机器学习 AI 工具

Combining A2A (Agent-to-Agent) and MCP (Model Context Protocol) with Spring Boot and Apache Thrift creates a powerful, polyglot AI orchestration platform.

A Pokémon MCP Server for AI models to access data and simulate battles.

MCP Search allows quick searching and browsing of MCP servers registered with the MCP Registry.

MCP Server for natural language interaction with Brain system tools.

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

基于MinerU API的PDF智能解析工具,支持公式表格识别和OCR,可将学术论文、报告等PDF文件精准转换为结构化Markdown格式,支持本地和URL两种输入方式。

This project is a demonstration application based on Spring Boot for AI MCP (Model Control Protocol), aimed at showcasing how to interact with various AI models through the MCP protocol. The project incorporates best practices in modern software development, implementing features such as model service configuration, chat control, and custom tools.

为OpenClaw代理提供长期记忆能力,自动捕获对话内容,跨会话智能召回上下文,支持持久化存储和检索。

基于Azure AI Evaluation SDK，提供生成式AI应用的质量、安全性及自定义评估能力，支持Groundedness等多维度评估器。

Demonstration implementation of MCP (Model Context Protocol) - a protocol for integrating AI models with external tools and services.

MCP Memory Server offers a human-like memory system using Qdrant and OpenAI embeddings.

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.

# AI MCP Tool for Memory Enhancement Based on the characteristics of memory storage and retrieval in the book "Learning Methods," we have developed an AI MCP (Memory Conceptualization and Processing) tool to assist in memorizing key concepts. ## Features - **Memory Entry Creation**: Users can create memory entries by providing concepts they wish to remember to the AI. - **Question Generation**: The AI will generate questions that prompt the recall of these concepts. - **Database Storage**: Both the concepts and the generated questions will be stored in a database. - **Scheduled Retrieval**: The AI will retrieve questions from the database according to a specific time schedule. - **Cognitive Stimulation**: By asking questions, the tool stimulates the brain to recall the desired concepts, enhancing both memory storage and retrieval capabilities.

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 .

Ichiro-Mind是AI智能体统一记忆系统,采用HOT-WARM-COLD-ARCHIVE四层架构,集成神经图谱、向量搜索和经验学习能力,支持长期记忆管理和智能检索。

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Basic-MCP is an Express.js server for product queries using OpenRouter and GPT-4.0.

MCP server for integrating Z.AI GLM-4.6 with Claude Code

基于Tavily的网络搜索API,为AI应用提供实时准确的网页搜索结果、内容摘要和元数据,支持多语言查询

Code for my youtube video on MCP

rag_mcp

Agentic AI Bootcamp utilizing LangGraph and Langchain.

APE is a conversational AI system using MCP for intelligent chat and session management.

Tutorial for Model Context Protocol ( MCP )

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

将YouTube视频自动转换为结构化、可复用的AI技能文件,支持创作者归属,让AI智能体快速获取和应用视频知识。

# Lines-Loops-Vibes (LLV) Framework & MCP Server 🎨 **A Revolutionary Strategic Intelligence System by Suhit Anantula**

Petroglyphs — iPad handwriting app for AI via MCP

基于LanceDB和纯JS嵌入的本地向量记忆系统，无需原生模块或外部API，为AI代理提供持久化长期记忆能力。

混合记忆策略融合向量存储与时间知识图谱,支持历史上下文回溯、时间问询和决策框架,适合需要长期记忆的AI应用

Complete MCP Course in Roman Urdu, from beginner to pro with practical examples.

An MCP Server for AI-powered Google searches with intelligent responses.

MCP server for music streaming service integration with Claude AI

MCP Chatterbox adds TTS and voice cloning to Claude sessions.

An experimental MCP server for learning to integrate AI with Google searches.

Discussion MCP Server offers AI tools for reasoning and text analysis.

Expose APIs as MCP servers for secure AI assistant interactions.

A memory management system specifically designed for AI assistants, implementing a complete Model Context Protocol (MCP) server to help AI assistants store, retrieve, and manage important information about users.

MCP驱动实验平台

Clarifo MCP Server facilitates structured user clarification and information gathering through strategic questioning.

MCP Starter Cortex-IO offers ready-to-use MCP servers for Puch AI, each in a single Python file.

Complete MCP (Model Context Protocol) learning framework with progressive examples from basics to multi-agent systems

MCP Server for searching and answering questions from CHM HTML files using AI.

Model context protocol learning

Graph-enhanced RAG system with MCP integrating Milvus, Neo4j, and Groq for complementing document search and reasoning.

MCP Sequencer is a project management tool for LLM workflows with dual interfaces.

Taking the sequential thinking mcp server and prodding it onwards.

MCP Server that allows your agent to consult with different models

A server that provides direct access to pattern content for LLMs without execution.

Predictif is the project bult by the HireUsFaang team for the Mistral MCP Hackathon team