🤖 AI与机器学习 AI 工具

voicepeak-mcp is an MCP server for VOICEPEAK text-to-speech functionality.

A lightweight RAG-MCP prototype for semantic tool retrieval and context injection.

MCP server for connecting to Diffusion servers, enabling topic management and monitoring.

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

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

Demo of GenAIScript's MCP Server capabilities

LinoGPT integrates OpenWebUI with LM Studio for local LLMs using MCP.

MCP-RAG is a low-latency RAG service using MCP protocol for efficient knowledge retrieval.

DeepSearch-MCP is a TypeScript project for unified access to Deepsearch models via MCP, enabling wide-area and site-specific searches.

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

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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Lightweight MCP server for AI image generation and editing using official models.

An MCP server for AI assistants to interact with D2L Brightspace LMS.

A 'Swiss Army knife' toolset to help agents recover from getting stuck

MCP Provider based on the Niutrans API provides a text translation tool and language directory resources, making it easy to reference in clients such as Cursor/mcp-cli.

Sparkle: AI Collaboration Identity

vLLM MCP Server exposes vLLM capabilities to AI assistants with chat, model management, and monitoring.

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

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

This is the source code for the MCP Server, designed to assist AI in remotely controlling Mijia smart devices. It provides several interfaces for AI to call.

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Tiddly MCP is a plugin for TiddlyWiki that connects AI agents via Model Context Protocol.

A specialized project-local knowledge-graph-based memory MCP server for AI assistants. Part of the n2n studio ecosystem.

MemorizedMCP is a high-performance memory system for AI, integrating knowledge graphs and context-aware retrieval.

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

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

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

UltimateMCPRegistry explores dynamic tool discovery for LLM agents.

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

Simple chat interface and server for testing Gemini MCP

MCP Chat is a Raycast extension for chatting with AI models via MCP servers.

Dojo is a local AI workbench for building and running custom LLM workflows.

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.

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

MCP (Model context protocol) server with LLMling backend

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.

An MCP server for AI-driven image recognition and description via URLs.

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.

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

MCP Chat enables two users to communicate via an MCP server in a room-based system.