🤖 AI与机器学习 AI 工具

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

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。

Minds MCP is a server enabling LLMs to interact with the Minds SDK via a standardized interface.

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

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

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

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

Unofficial MCP server for Google Jules agent 🐙

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

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

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

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

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

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

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

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

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

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

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

Quickly prototype LLMs using Langchain with the MCP Github Server.

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

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

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

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

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

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

Pizza API and MCP server for building AI agents.

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

AgentArea is a platform for building governed agentic networks.

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

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

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

A workshop class for students to follow along in each Lesson

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

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

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

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

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

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

自动判定任务难度，简单走小模型，复杂升级大模型，降本提速并保障输出质量与稳定性能

MCP Orchestrator Server enables task management across LLM instances.

Human Assistance for AI Assistants

Starter kit for integrating AI agents with Visa's MCP server for commerce.

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

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

MCP-Agent is a CLI tool using DSPy to interact with MCP servers for user requests.

Identity Spec provides guides for implementing and managing agent identities.

通过Perplexity API进行AI驱动的网络搜索,返回带引用的可信答案,支持批量查询处理,适合信息密集型应用

A toolpack for local MCP servers, simplifying LLM setup and configuration.