🤖 AI与机器学习 AI 工具

Open source documentation for SmythOS, covering agent development and deployment.

GPT-RAG MCP server enables agentic features in AI chat applications.

KnowledgeGraph MCP Server enables LLMs to retain memory across chats using a user-created knowledge graph.

MCP tools to connect LLMs and ABACUS jobs

ABACUS-agent-tools connects LLMs to ABACUS jobs using MCP.

A Google Scholar MCP Server for search via HTTP, integrating with AI models.

Moondream MCP Server offers advanced image analysis with features like captioning and object detection.

A hands-on tutorial for learning Model Context Protocol (MCP) and building AI agents.

A powerful MCP server for advanced chess analysis and gameplay improvement.

A collection about MCP

KlicStudio MCP server connects LLMs with KlicStudio services for subtitles, translation, and TTS.

Best practices for AI agents - Cursor, Claude, ChatGPT, Copilot. Avoid common mistakes. Confirms before executing, drafts before publishing. Vibe-coding essential.

A MCP (Model Context Protocol) client that uses Google Gemini AI models for intelligent tool usage and conversation handling. Tested working nicely with Claude Desktop as an MCP Server currently. Based on untested AI gen code by a non-coder use at own risk.

Frontend for MCP enabling enhanced interactions with Large Language Models.

Sui AI agent kit

Sui AI agent kit

A smart tool integration platform based on LangGraph and MCP, supporting custom ReAct agents.

optim-rag is a Python project for optimizing retrieval-augmented generation.

Think Strategies MCP Server offers 10 reasoning strategies for structured problem-solving.

AgentMCP enables seamless collaboration among AI agents with minimal setup.

MCP server for dynamic problem-solving using 10 reasoning strategies.

MCPAgent for Multi-agent Collaboration Network (MACNET) with Model Context Protocol (MCP) capabilities baked in

📚 Guía completa sobre Model Context Protocol (MCP) - El protocolo estándar para conectar aplicaciones de IA con herramientas y datos externos

MCP tools to connect LLMs and ABACUS jobs

Centralized LLM configuration management system supporting multiple LLMs.

自动分析对话质量、识别改进机会，持续优化AI响应策略，实现Agent自我进化与性能提升的闭环系统

A text-to-speech MCP server utilizing macOS's built-in 'say' command.

MCP server for extracting and converting images to base64 for LLM analysis.

中文多Agent调度框架，主Agent纯调度，5个持久子Agent轮询承接任务，支持角色自定义与sessionKey固定复用，开箱即用。

Post-Cortex is an MCP server providing AI assistants with persistent memory and semantic search.

Sibyl: A Collective Intelligence Runtime with memory-enabled agents.

Autonomous multi-agent system for intelligent HDB resale search — combining geospatial analytics, MRT proximity, and price intelligence using DeepAgents, LangGraph, FastAPI, Gradio UI, and MCP Toolbox. Fully Dockerized with reproducible data ingestion pipelines.

MCP server for OpenRouter providing text chat and image analysis tools

Official Mobvoi MCP server for Text to Speech, Voice Cloning, and more.

An intelligent adapter that optimizes MCP server API usage by 80% through automated learning.

LangGraph.js MCP connects Firecrawl for web scraping and gotoHuman for expert approvals.

Text2Sim MCP Server enables LLMs to create and execute simulations via natural language.

A Model Context Protocol server enabling RAG capabilities with Contextual AI.

desktop4mistral is a desktop client for chatting with Mistral LLMs.

Llama-Server MCP Proxy enhances chat requests with tool capabilities via MCP.

Gemini CLI for Video Generation uses MCP Servers for Genmedia to create and edit media.

Power your AI agents with Google Search–enhanced research via an open-source MCP server. Includes tools for Google Search, YouTube/web scraping, LLM-driven synthesis, persistent caching, and dual transport (STDIO + HTTP SSE) for efficient, flexible integration.

MCP UI enhances AI Chat by enabling servers to send UI with responses.

VibeStudio is a headless video editing server using MCP and FFmpeg for AI assistants.

A robust memory system for AI companions in LM Studio, ensuring persistent recall and automatic backups.

AI-powered MCP Gateway for orchestrating tasks using OpenAI tools.

Enhance Claude with Gemini's image generation and editing features.

Omnipresent Messaging Hub for AI agents, integrating multiple channels via one API.

AI Live Image MCP Based on Silicon-Based Flow Port

MCP Memory enables AI to retain context across conversations for improved interactions.