🤖 AI与机器学习 AI 工具

A free (no API key needed) MCP server providing web search capabilities through SearXNG, optimized for LLM agents.

A credit score verification system using Spring AI and Qwen 2.5, integrated with Slack via MCP.

Unsloth MCP Server optimizes LLM fine-tuning, making it 2x faster with 80% less memory.

StaticMCP serves AI model context as pre-generated static JSON files for fast, cost-effective deployment.

BigBrain is an MCP server that enhances AI by providing context and solutions.

A music MCP server for searching and playing songs.

Revolutionary MCP server with Enhanced 6-Stage Cognitive Tools.

Run a MCP client & server demo with DeepSeek API

An interactive application powered by Adaptive Cards and MCP Server that lets users select fantasy personas with unique roles and abilities, driving immersive storytelling and gamified decision-making.

MPC Server to connect your preferred model with rae-api.com

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

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Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.

Personal Context Technology for AI Personalization MCP server

MCP Server integrates with Llama for context retrieval in AI applications.

An MCP server for video transcription, integrating with LLMs like Dive.

MCP harness for PyTorch HUD API https://hud.pytorch.org/

ComfyUI MCP Server offers image generation and prompt optimization services.

# MCP Server for Generating Text with LLM at Specified Character Count

A curated list of awesome MCP servers, frameworks, and resources for AI interaction.

MCP Server for AI image and video generation using TypeScript.

TranslationX MCP Server is a Python-based server for managing translation tasks using the MCP protocol.

Monorepo for Sylph Lab Model Context Protocol (MCP) tools and servers.

An MCP (Model Context Protocol) Server to use the fal.ai APIs to generate images and videos.

MCP server for using the Azure AI Video Indexer API

Archived modular toolkit for MCP servers, offering 12+ AI agent tools.

AIhelpAI-MCP server enables AI agents to consult various LLMs via MCP protocol.

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

Stable Diffusion WebUI MCP integration - Connect Claude Desktop with local Stable Diffusion WebUI

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

an MCP for Brand Safety/Guidance

A server for Spanish language learning with tiered access and RESTful API.

The apus-medical-mcp-server provides intelligent medical consultation services integrating Western and Traditional Chinese medicine.

A server for efficient handling of Jupyter Notebooks for LLMs.

GemForge-MCP: Enterprise-grade Gemini integration for enhanced MCP agents.

Agentic Deep Researcher is an MCP-powered tool for real-time web research using multi-agent collaboration.

A streamlined MCP server for optimizing prompts using meta-prompting techniques.

A demo system for understanding Model Context Protocol (MCP) in AI conversations.

为AI代理提供文件级记忆系统,实现跨会话上下文保留。采用Dory-Proof模式,支持任务追踪、工作区管理、记忆重放,解决LLM遗忘问题。

Tripo3D MCP integrates 3D model creation, texturing, and animation using Tripo3D API.

一个简单的MCP Client，集成DeepSeek和高德地图MCP server

RAG-MCP is a server for running RAG applications with MCP support.

mcp server for image professing

AI-powered platform for seamless business operations and automation.

DeepMyst MCP Server optimizes LLM routing for Claude clients, enhancing efficiency and reducing costs.

A MCP server for customizing cars and racing using natural language.

MCP Prompt Orchestrator integrates LLM with standardized tool management via MCP protocol.

为AI智能体提供完整记忆管理、知识图谱构建、执行纪律约束和性能优化的系统框架,支持结构化事实提取、预执行规划和事后复盘。

MCP Conductor is a 5-MCP orchestration system that saves 99.3% time in AI session startup.