🤖 AI与机器学习 AI 工具

Integrate AI supervision into agentic systems using Model Context Protocol.

A demo of Retrieval-Augmented Generation (RAG) application with MCP server integration.

(BACKEND )An MCP-compatible vector search server built in Go, powered by Pinecone and OpenAI.

A Model Context Protocol (MCP) server for efficient document processing and caching, optimized for LLM interactions.

Enhances LLM agents with a Model Context Protocol layer for contextual reasoning and structured task execution. Includes agents that interact with semantic technologies (e.g. RDF, OWL, SPARQL), enabling hybrid symbolic-neural workflows.

sentiment analysis application

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 project for building MCP with LLMs, enhancing model context protocols.

Model Context Protocol (MCP) Server Implementation

Unofficial Rust implementation of the Model Context Protocol by Anthropic.

OpenAI MCP Server offers secure access to GPT-5.2 via AWS Lambda with full MCP support.

MCP Server Inference project for running and testing inference models.

Give your AI agents super-vision: blazing-fast macOS screenshots, smart window targeting, and local or cloud AI image analysis—all via a friendly Node.js MCP server.

🧠 Advanced Memory System for Claude Desktop - MCP Server with CosmosDB, RAG, and intelligent entity extraction

基于QMD的本地混合记忆搜索系统,集成自动化索引与嵌入能力,支持多智能体共享,可月省50-300美元API成本。

A cloud-powered platform for optimizing AI prompts in MCP development.

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

A multi-turn dialogue example using chainlit and MCP for educational purposes.

This is MCP version of AgentEval project

🇰🇷 Advanced Gemini MCP Server v4.0.0 - Official Release Repository

MCP-CHAT-AI is an LLM application integrated with various MCPs.

Model Context Protocol servers provide reference implementations for secure LLM access to tools and data.

🎙️ MCP Speech-to-Text Server with Enhanced Cantonese Support | Offline Vosk + Online Google Cloud | Auto-detection for zh-HK | n8n workflows | Hong Kong optimized 🇭🇰

MCP server for asynchronous video generation using AWS Bedrock.

A collection of MCP servers for integrating computer vision with language models.

Tavily MCP Server for Cline

Learn to build context-aware AI apps using MCP with Anthropic.

Custom LibreChat deployment with MCP servers for production use

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

MCP Server generates structured learning paths from web resources on various topics.

MCP-native persistent memory server for AI agents. No LLM required.

The MCP server offers benchmarking tools for LLM APIs, measuring generation speed, prompt throughput, and TTFT across different concurrency levels.

Bolor Brain MCP: A modular 7-tier cognitive AI system for universal intelligence.

暂无描述

An efficient document caching MCP server for reducing token usage in LLM interactions

A simple DeepSeek MCP client demo using OpenAI Python SDK.

# MCP server for Gemini AI image processing - Image processing MCP service based on Gemini 2.5 Flash

A curated list of MCP servers

Automated arXiv paper discovery and AI summarization with MCP integration.

为AI赋予基于记忆的动态情感系统，情感随对话演变、会话间自然衰减，并通过自校准持续进化，打造有温度的Agent人格。

A suite of MCP servers providing access to LLM APIs and research tools.

A platform for sharing tips and experiences on Claude Code and MCP services.

MCP_Agentic_AI is an AI solution for enhancing agentic capabilities.

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

暂无描述

QueryVision is a local AI video search tool that uses MCP to analyze footage.

A server enabling AI assistants to interact with the YouTube API via MCP.

This is a basic MCP tool to fetch weather information (Only for educational purpose)

Intelligent MCP Orchestrator for seamless tool execution and management.

ElevenLabs MCP Server for high-quality text-to-speech conversion.