🤖 AI与机器学习 AI 工具

Agent-MCP-Framework enables intelligent querying and task automation via Google and Bing APIs.

ITAC AI Agent is a modular GenAI framework integrating LLMs with cloud actions.

为OpenClaw提供Agent运维层，涵盖可观测性监控、治理合规、成本优化及自动故障转移，零侵入现有架构部署。

A robust boilerplate for building AI agent clusters with LangGraph edgeless (with Command and Send), featuring a supervisor architecture, MCP server integration, and comprehensive APIs.

Hands-on workshop for building AI Agents and MCP servers using smolagents and fastmcp.

A workshop for building AI Agents and MCP Servers using smolagents and fastmcp.

AgentMesh is a multi-agent orchestration framework for AI workflows using Pregel-style BSP graph processing.

A collection of papers, books, and blogs on AI agents and LLMs.

SRAG is an open-source Scala-based Hybrid RAG for document understanding and audio processing.

AWAS is an open-source standard for AI browsers to interact with websites seamlessly.

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

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

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

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

Interactive AskUserQuestion via MCP for Claude Agent SDK - Web & TUI demos

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

UltimateMCPRegistry explores dynamic tool discovery for LLM agents.

A Model Context Protocol server for systematic thinking and problem-solving.

Higress AI-Search MCP Server enhances AI responses with real-time search results.

Simple chat interface and server for testing Gemini MCP

MCP is a template for orchestrating multiple AI agents and tools.

Ollamaton connects Ollama with MCP servers, offering customizable AI tools and interfaces.

CalledIt is a serverless platform for verifying AI predictions in structured formats.

Demo of GenAIScript's MCP Server capabilities

Persistent long-term memory for Claude Code via MCP. Auto-captures conversations, semantic search, importance scoring, decay. Just works.

MCP RAG starter kit for document retrieval and processing using Model Context Protocol.

MCP MindMesh orchestrates intelligent swarms of Claude 3.7 Sonnet agents for coherent responses.

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Think MCP is an MCP Server for structured sequential thinking, aiding LLMs in problem-solving.

Integrates Google Gemini Live API for real-time voice conversations in Home Assistant.

Edge-TTS MCP Server provides AI voice synthesis using Microsoft Edge's text-to-speech.

MCP server for text readability analysis and AI pattern detection.

MCP Server for video quality analysis and transcoding comparison.

Agent Orchestration: MCP server enabling multi-agent collaboration with shared memory, task queue, resource locks, Cursor rules, and AGENTS.md workflows.

DMCP is an MCP server enabling AI agents as dynamic dungeon masters for RPGs.

NewsBot-MCP is a Kotlin chatbot that provides real-time news using MCP.

基于Claude Code的通用多Agent团队编排工具，支持软件、内容、数据、策略等多领域并行任务协作与自动化工作流管理

支持100种语言的快速语音转文字服务,具备说话人识别、精确时间戳和多格式输出能力,成本低廉。

LangChain MCP is a server for semantic search in the LangChain ecosystem.

Memory Graph implementation for Model Context Protocol (MCP) with separate Python and TypeScript implementations

🎬 Infinite-Length Audio-Driven Avatar Video Generation - Generate high-quality talking head videos from a single image and audio input. Docker ready with Web UI, REST API, and MCP server support.

Lots of bear app MCP things

Vanilla RAG is a lightweight, native RAG implementation for easy understanding and development.

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通过层级式多智能体群体协作，聚合分布式推理能力，协同攻克传统单一模型难以解决的极端复杂与未验证问题。

A professional Chinese naming toolset for intelligent name analysis and generation.

Brainstorm is an MCP server for AI agents to collaborate on complex tasks.

实时语音助手，支持Deepgram/ElevenLabs双引擎STT与TTS，亚2秒响应，无缝对接OpenClaw Agent实现语音对话。

Mandoline MCP Server enables AI assistants to self-evaluate and improve performance.

VM for AI