🤖 AI与机器学习 AI 工具

基于预测编码和价值驱动的元认知自学系统,自动演进和优化AI技能性能,无需人工干预

元Agent框架,自动分解复杂任务为子任务,动态生成专用Agent执行,通过文件通信协调,最终整合结果输出。

Unified MCP Tool Graph aggregates tool APIs for dynamic retrieval by LLMs.

JustCall MCP Server enables LLMs to make voice calls and send SMS via JustCall APIs.

MCP Video Digest extracts audio from videos and transcribes it to text.

A self-contained MCP server enabling AI agents to collaborate on complex tasks.

Unofficial MCP server for Google Jules agent 🐙

mcp-central is a collection of model-centric MCP servers supporting various tools.

Deep Research Assistant with Graph RAG and Mastra for enhanced research.

An efficient MCP server for unconventional problem-solving with context-saving features.

WavespeedMCP is an MCP server for WaveSpeed AI, enabling advanced image and video generation.

Luna is a voice-enabled AI assistant for managing expenses via natural conversation.

A multi-agent system using Google's ADK for querying PostgreSQL and MCP API.

A collection of MCP servers providing cognitive enhancement tools for language models.

Prism MCP Server is a local server for AI assistants using the Prismatic API.

RPG-MCP is a multi-world simulation engine for embodied AI agents.

A rule-enforced RPG backend turning LLMs into fair game masters.

Pizza API and MCP server for building AI agents.

Gemini Live MCP enables voice interaction with Gemini and supports multiple MCP servers.

A WeChat message server compliant with Model Context Protocol for AI assistants.

MCP server for Awesome-llms-txt, integrating documentation into conversations.

A Python library for interacting with LLMs using mcp.run tools.

A workshop class for students to follow along in each Lesson

puzzlebox is an MCP server for coordinating agents with dynamic finite state machines.

MCP server for generating videos via json2video API with rich features.

🏠 An AI real estate app featuring secure auth, conversation management, & personalized property recommendations. Powered by Agentic AI, RAG (w/ Pinecone), GraphRAG (w/ Neo4j), MCP, kNN, K‑Means Clustering, CoT, LangGraph, and a Mixture‑of‑Experts ensemble to deliver accurate, effective, and scalable AI insights. Also features a VS Code extension!

A multimodal generation service for images and videos using MCP protocol.

RIGEL is an open-source AI assistant and multi-LLM engine.

MCP-Ollama Server connects Model Context Protocol with local LLMs.

A voice assistant for WhatsApp using LiveKit, OpenAI, and MCP.

MCP server for Retrieval Augmented Generation, indexing documents for LLMs.

MCP-Suno is a server for generating music using the Suno API via MCP.

MCP Server for structured thinking, enabling LLMs to create mind maps with self-reflection.

AgentArea is a platform for building governed agentic networks.

A professional MCP server for Yi Jing Bazi analysis, offering insights into traditional Chinese culture.

Quickly prototype LLMs using Langchain with the MCP Github Server.

A cross-platform AI desktop chat app supporting 10+ LLM providers, RAG knowledge base, and MCP tools. Built with Electron + React + Mastra.

OpenMCP standardizes how applications connect to LLMs, bridging AI models with data sources.

DeepResearch MCP is an intelligent research assistant for comprehensive topic exploration and report generation.

Identity Spec provides guides for implementing and managing agent identities.

Awesome-MCP Servers & Clients & Funny things

MCP-server-Qwen_Max is a Node.js implementation for the Qwen Max language model.

An MCP server for accessing the Met Museum's art collection via natural language.

Baidu Search MCP Server I A Model Context Protocol (MCP) server that provides web search capabilities through Baidu, with additional features for content fetching and parsing.

MCP Chain of Draft Server enhances decision-making with AI-driven iterative reasoning.

Agent Toolkit for scientific MCP Servers, supporting Python 3.10+.

MCP server enables EduBase clients and LLMs to interact with your account.

A minimal MCP Server based on the Anthropic's "think" tool research

Linkup MCP Server enables AI web searches and page fetching with natural language queries.

MCP Server for advanced conversation analysis with intelligent features.