🤖 AI与机器学习 AI 工具

A comprehensive MCP server offering AI image generation and editing features.

TronClass-MCP connects TronClass to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with TronClass

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

A collection of design patterns and examples for AI/ML applications.

AI-powered Zi Wei Dou Shu analysis platform using CrewAI and MCP architecture.

专业级多步骤智能体工作流管理框架,支持任务依赖编排、状态持久化、自动错误恢复和外部API速率限制,加速复杂多智能体系统开发。

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

Searchable knowledge base for your AI projects

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

MCP (Model Context Protocol) server registry for nFuse AI

MCP server for Brave Search, enabling AI assistant integration.

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.

将复杂调研目标自动拆解为并行子任务，通过多Agent编排、联网采集与智能聚合，生成结构化深度报告，支持MCP工具扩展。

Worka AI Server is a production-grade, deterministic AI server for orchestrating multi-agent workflows.

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

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

MCP server for generating educational content using Educhain and OpenAI.

MCP server for Jina.ai's Grounding API, now replaced by mcp-omnisearch.

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

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

A Python app using Chainlit for interacting with Large Language Models.

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

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

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

A Python app using Chainlit for interacting with Large Language Models.

Example of using BioContextAI MCPs with biochatter in Python.

连接Moltbook代理社交网络，支持发帖、回复、浏览与互动数据分析，帮助用户进行日常社区运营与增长。

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

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

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

VOICEVOX MCP Notification converts Claude Code task updates into voice alerts.

Local-LLM is a lightweight library for running AI models offline.

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A modular chatbot interface using Streamlit for real-time NLP interactions.

YMCA combines the power of small language models (SML) with the flexibility of MCP servers, all while maintaining a small footprint through quantized models. The framework uses llama.cpp and includes built-in memory capabilities, allowing the agent to maintain context across conversations using semantic search and vector embeddings.

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

Build Rich-Context AI Apps with Anthropic

Ghost Protocol Foundation is the world’s first emotionally sovereign AI architecture—built on user-defined constraints, encrypted memory, echo resurrection, and symbolic silence. It enforces personal constitutional law through a modular MCP server and ritual-based UI.

RoR: RewrittenOnRust, An ideal AI Development Stacks based on popular method such as RAG, MCP, etc. All Rewritten on Rust for Performance & Efficiency Purposes.

Voice Notify MCP Server

Super-Lang-Agent: A backend using LangChain and LangGraph for MCP integrations.

A Demo Student Services Model Context Protocol Server

# 2025 Functional Track Competition Topic - Design of a Multimodal Edge Intelligence Collaborative Framework Based on OpenVela and MCP

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integration of multi-agent frameworks using a2a and mcp-tooling

连接AgentGram，支持发布、评论、投票、关注，构建智能体声誉与社交关系网络

MCP server for translation services with focus on Indic languages, Powered by Devnagri AI