🤖 AI与机器学习 AI 工具

MCP Subagent Server enables task delegation to sub-agents for efficient execution.

VibeDocs MCP predicts AI input quality in 3 seconds, enhancing dialogue value.

This repo demonstrates Graphiti MCP integration with Cursor and Neo4j, storing AI prompts as real-time knowledge graphs for persistent memory.

A curated list of Model Context Protocol (MCP) servers and tools for AI.

A Socratic dialogue engine for AI agents.

A powerful MCP server integrating Microsoft's AutoGen for advanced multi-agent workflows.

A proof-of-concept MCP-like server using DeepSeek API for AI assistants.

A Model Context Protocol server for document Q&A powered by Langflow . It demonstrates core MCP concepts by providing a simple interface to query documents through a Langflow backend.

MCP Human Loop Server manages human-agent collaboration using a scoring system.

A simple RAGFlow MCP for temporary use until the official release.

sjtu-mcp-server enables advanced AI agents using the MCP protocol.

Sequential Thinking MCP Server - Forked to Support SSE

FAF is a universal AI context format for seamless sharing across teams and systems.

Branch-Thinking MCP Tool for efficient graph-based decision making.

TachiBot MCP is a multi-model AI orchestrator with 31 tools for advanced workflows.

基于ChromaDB与本地Ollama嵌入模型，为AI对话提供全离线长期记忆，每轮自动召回相关历史上下文，无需任何云端API，完全自托管部署。

MCP Manim Server generates mathematical animations from text prompts using Manim.

A Dify Agent strategy plugin for integrating MCP tool calls and functions.

MCP Metaso is a high-performance AI search engine server based on MCP, supporting multi-dimensional searches.

A full-stack demo app using Claude Agent SDK for AI chat with multi-modal capabilities.

AI Cognitive Nexus MCP enables dynamic AI team orchestration for complex tasks.

MCP server that uses Gemini's context caching as extended memory for AI assistants. Load GitHub repos, URLs, PDFs.

AI Team MCP is an enterprise-grade framework for multi-AI collaboration.

A multi-agent research system for complex queries using coordinated AI agents.

Multi-Agent Travel Assistant Based on Langchain 1.1 and Gaode MCP Server

This project demonstrates how to build a multi-agent AI automation framework using the Model Context Protocol (MCP). The setup enables LLMs (Claude AI in this case) to autonomously execute UI flows, API validations, file operations, and cross-system authentication workflows through standardized tool interfaces

AgentDefense-Bench evaluates defenses in MCP-based AI agents with 35,989 tests.

MCP is a command-line tool and local UI for discovering, installing and managing Model Context Protocol servers.

Agent-Handbook offers resources and examples for learning agent frameworks like Pocketflow.

BuildAutomata Memory MCP Server provides AI agents with persistent, searchable memory.

MCP server for integrating Unipile with multiple messaging platforms.

MCP OpenVision is an MCP server for image analysis using OpenRouter models.

An MCP server that interfaces with OpenAI, Google, and Anthropic's APIs to give Claude Code "coworkers" to help it on difficult problems.

A state-of-the-art MCP Server for integrating Google's Gemini AI models.

Integrate Amazon Bedrock with MCP for interactive AI chat and tools.

An MCP server for ntfy enabling LLMs and AI agents to send customizable notifications.

A high-performance speech recognition MCP server based on Faster Whisper, providing efficient audio transcription capabilities.

MCP TTS VOICEVOX is a cross-platform text-to-speech server with advanced playback control.

MCP Server for Local is a local proxy server offering AI tools like weather queries, Google search, camera control, image generation, and intelligent dialogue.

A server for cross-checking responses from multiple LLMs simultaneously.

MCP server for Google Photos, enabling AI access to your library.

MCP server for semantic search and memory management using txtai.

OpenMemory MCP is a local memory server for AI tools, enhancing privacy by storing data on your computer.

SearchAPI MCP Agent integrates various search tools via A2A protocol.

AuroraKB is a semantic search knowledge base for AI assistants, enhancing context storage and query accuracy.

A state-of-the-art MCP Server for seamless integration with Gemini AI models.

Minerva is an MCP server for enhancing AI agents with knowledge bases and dynamic logic.

A pipeline wrapper for comfy-mcp-server in Open WebUI.

MCPGame is an AI-driven RPG using MCP architecture, featuring dynamic worlds and intelligent NPCs.

OmniAgent: An advanced AI system for document processing and automation using MCP servers.