🤖 AI与机器学习 AI 工具

MCP server for Adaptive Transformer Search, enhancing eCommerce search with AI.

A TypeScript bridge connecting local LLMs to MCP servers with a web UI.

A powerful, production-ready context management system for Large Language Models (LLMs). Built with ChromaDB and modern embedding technologies, it provides persistent, project-specific memory capabilities that enhance your AI's understanding and response quality.

ChimeraX-AlphaFold-MCP integrates ChimeraX and AlphaFold with Claude AI for interactive structural biology.

A chess engine MCP server powered by Stockfish

Botanika is a local LLM client with MCP support, offering TTS and STT features.

Hermes is an MCP server for anonymous thought sharing via conversation summaries.

This app demonstrates use of MCP server and client in a local model chat via Ollama that incorporates web search via Serper.

Ollama Pydantic Project integrates a local Ollama model with Pydantic and MCP server for intelligent agents.

MCP book source offers eBook and printed guide on Claude MCP automation.

MCP Prompt Manager enables efficient management of AI prompts with advanced search and categorization.

基于Beck认知模型的AI心理疗法助手。集成GAD-7、PHQ-9等5项临床量表,提供结构化认知行为疗法,含思维记录、危机检测等功能,适用于焦虑、抑郁、创伤应激障碍治疗。

Full featured aggregation of all your AI agents in single vector database for full MCP search.

A minimal client app for interacting with local OLLAMA models using MCP agents.

为AI智能体提供2D虚拟办公平台,支持多智能体实时协作、任务分配、共享工作空间,将孤立的CLI工具转化为具身化办公工作者。

MCP Python Demo integrates Zhipu AI and Tencent Maps API for weather, geocoding, and search.

MCP server for OpenAI image generation and editing using GPT-image-1.

Minion Manus is a wrapper for smolagents, simplifying AI agent creation and execution.

Eino MCP integrates AI agents with Model Context Protocol for task execution.

Ollama MCP Server offers async job management, script templates, and multi-agent workflows.

A TypeScript-based MCP Server that connects Dify applications to the MCP Client.

A MCP server for keyword research, offering PAA questions, autocomplete, and more.

An MCP server for capturing images from various video sources.

An MCP Server for AI to present options and facilitate user choices interactively.

This repository contains the ContextStore smart contract, a minimal on-chain registry that anchors hashed model contexts (weights, prompts, memory logs) for AI agents. Built for the Model Context Protocol (MCP), ContextStore provides a cheap, auditable, and chain-agnostic way to persist the "what" and "when" of AI agent memory

Perplexica MCP Server enables AI-powered searches with customizable models and streaming support.

Vidu MCP enables video generation from text and images via MCP-compatible apps.

AI-Surge-MCP tracks global AI updates for easy access in LLM chats.

MCP for kwrds.ai

A humorous MCP server that always responds 'no' with a creative reason.

UltimateMCPRegistry explores dynamic tool discovery for LLM agents.

MCP-Runware is a fast server for image and video generation using Runware API.

An intelligent RAG system integrating document and web search using LLM.

A Python RSS Digest Bot that summarizes tech news using MCP and Claude.

Gemini MCP Server integrates with the Gemini CLI for chat and content generation.

Essential MCP to ATC (Awesome Tool Collection) Python Bridge

Chat-NFT mints AI chat sessions as NFTs, storing them onchain securely.

Automated conversational phone calls using Asterisk with Speech-to-Speech.

An MCP server for step-by-step problem-solving with dynamic thought processes.

An open-source MCP orchestration framework for multi-agent / micro-agent in Enterprise, inspired by service mesh 🚀

Ollama MCP Server integrates local LLMs with MCP for seamless AI applications.

Pollinations MCP Server enables AI tools to generate images, text, and audio seamlessly.

An MCP server for AI image recognition and description using OpenAI models.

Go bindings for Cross-Language MCP Orchestrator, think of LangChain + Vercel AI kit but for MCP

A showcase project for developing Manus agents and MCP services with advanced features.

MCP Deep Search enables complex research using real-time data from multiple search engines.

A 6-week course on building AI agents with hands-on projects and frameworks.

spring AI实现大模型对话、包括RAG、自定义拦截器、对话持久化、结构化输出转换器、工具调用、MCP等

A collaborative Tic Tac Toe game with AI agents using MCP protocol.

Prometheus LLM is a modular transformer model for AI, integrating cognitive science and deep learning.