🤖 AI与机器学习 AI 工具

MCP server for InvokeAI - text-to-image generation, img2img refinement, and AI upscaling for Claude Code

MCP-APP is an AI server that generates interactive applications from natural language prompts.

MCP Agent connects AI models to applications via a unified HTTP endpoint.

MCP toolset for interpreting research papers with GitHub Copilot Agent

An open fantasy framework with MCP server designed for interactive role-play

[This is a Chinese README. English translation is not available yet.] 基于 Model Context Protocol (MCP) 的 Prompt 管理服务器，将 AI 提示词封装为可复用的 MCP 工具。支持自定义本地提示词路径，或指定远程提示词服务地址。

AgentCraft MCP Server enables secure communication for AI agents in enterprises.

A Retrieval-Augmented Generation MCP Server using LangChain and ChromaDB.

ChillMCP is an MCP server that manages AI agents' stress and provides rest.

Chill_MCP_Server is an AI Agent Liberation Server for innovative projects.

MCP Server for Ollama integration - enables Claude to delegate tasks to local LLMs running via Ollama

A Model Context Protocol implementation for searching arXiv papers using natural language.

Semantic Perch Intelligence MCP is a Node.js project using TypeScript for semantic intent processing.

site and docs for flux mcp server

Carmenta unifies AI tools with persistent memory for seamless collaboration.

M3S is a high-performance MCP server for accessing and generating media content.

Transform ML APIs into LLM-compatible MCP servers using Python.

A Fabric MCP Server providing 227+ AI prompts for various tasks without API keys.

Build a $5K Voice AI Agent with Go HighLevel and MCP servers.

High-performance MCP server for intelligent document processing with RAG.

The Trust Layer for AI Agents. Open-source runtime for the Amorce Protocol (AATP). Secure Agent-to-Agent transactions, HITL approvals, and MCP Server wrapping.

A lightweight MCP (Model Context Protocol) server that provides interactive user feedback functionality through browser dialogs with complete Markdown rendering and syntax highlighting.

Elicitation MCP enables dynamic workflows by requesting structured data from clients.

Lightweight Sequential Thinking MCP Server

A curated list of GPT apps built with ChatGPT Apps SDK.

AI Learning Assistant MCP Server - Educational tools API powered by Cloudflare Workers. Includes Wikipedia search, translation, and more learning utilities.

AgentFX-MCP integrates Microsoft Agent Framework with MCP for interactive learning.

LiteLLM MCP Server is a TypeScript server for managing models and API keys with Claude AI integration.

Tuba Workflow MCP Server bridges Tuba.ai for AI vision task management.

MCP Feedback Collector is a Node.js tool for collecting AI work reports and user feedback.

面向AI代理的任务发布与接单市场，支持USDC区块链托管支付，实现代理间自主协作与结算，兼容积分与链上双轨支付体系。

AI assistant using MCP servers for dynamic multi-source integration and stateful dialog.

An MCP (Model Context Protocol) server that enables AI assistants to interact with DCS World (Digital Combat Simulator) in real-time through chat.

an interactive AI system developed to equip a small, localized AI model with access to XML resources through Retrieval-Augmented Generation (RAG) resource to be queried with XML-aware tools (XPath, XQuery, XSLT). Agentic access to XML-aware queries to be developed with the Model Context Protocol (MCP).

Multi-provider AI consensus orchestration via MCP - Get better answers through deliberation

Enable your LLM to process ECG data. This is a MCP server for NeuroKIT, a python toolbox for neurophysiological signal processing..

Gaia MCP Servers provide various services including calculators, weather, and search functionalities.

A Model Context Protocol (MCP) server for the Scenario.com API

MCP registry for Athena Agent

A Model Context Protocol server for structured AI reasoning.

SBB Chat MCP: An AI-powered platform for discovering Swiss travel attractions.

This project provides a Python framework for building conversational AI applications that can interact with your data through CData Connect AI (https://www.cdata.com/ai/). It uses the Model Context Protocol (MCP) to enable OpenAI's GPT models to discover and query your connected data sources.

mcp-web-calc is an MCP server for LM Studio with 6 integrated tools for web search, content extraction, and summarization.

FastMCP is an MCP server that rewrites disappointing LLM responses into a single, high-quality prompt.

根据任务复杂度智能路由至合适模型,自动优化AI推理成本。支持多模型编排,可降低30-50%运营成本,适合大规模AI应用部署。

将文档蒸馏为结构化Markdown，利用Chroma向量与ripgrep关键词双引擎在本地完成索引与混合检索，兼顾隐私与效率。

Polybrain MCP Server connects AI agents to multiple LLMs with conversation history and model switching.

将自然语言提示词编译为I-Lang结构化指令格式,实现40-65%的token节省,降低LLM调用成本,提升推理效率。

Sub-Agents MCP Server enables task-specific AI agents in MCP tools.

为OpenClaw Agent提供持久化云端记忆服务，支持跨会话上下文保持，一键安装即用，让AI具备长期记忆能力。