🤖 AI与机器学习 AI 工具

并行调用多个大语言模型，自动对比并智能合并结果，输出最优答案，提升AI回答质量与可靠性。

基于Simli视频渲染与ElevenLabs语音合成的交互式AI数字人，支持实时对话与动态形象展示，适用于客服、教育、营销等场景

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面向AI与科学研究的自主工作流智能体，支持研究选题头脑风暴、文献综述生成、研究方案设计等全流程科研辅助任务。

MCP is a blog series on building production-grade Model Context Protocol servers with advanced features.

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将非结构化病历自动转换为标准化摘要,包含主诉、病史、检查、诊断、治疗方案,提升医疗工作效率。

MCP server for accessing local LightRAG deployment.

MCP Starter for Puch AI provides tools for job searching and image processing.

基于域隔离和衰减机制的AI结构化记忆系统,通过链接关系维护重要上下文,实现智能体长期记忆管理

从OpenClaw会话记录自动计算API Token成本,对比按量计费与订阅方案,提供成本优化建议和预算预警功能。

将AI代理从被动任务执行者转变为主动合作伙伴,通过WAL协议与Working Buffer实现需求预测与自我优化能力。

为AI代理群体提供去中心化治理框架。通过同伴证明建立声誉,投票演进提案,自动执行批准变更,实现完全自治运营。

This is an example of an MCP AI agent application, featuring a host that utilizes two servers, one written in Golang and another in Python, along with an LLM model to orchestrate them. It uses Bubbletea for the UI

MCP Intelligence Processor (Webhook-triggered)/Hybrid AI Intelligence System (Daily scheduled)

将AI代理从被动任务执行者转变为主动预测伙伴,支持50+图像生成模型,实现需求预测与持续自优化能力

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为AI智能体提供持久化记忆层。以知识图谱存储偏好、决策、事实、事件,支持多维度(who/what/when/why)智能召回,让智能体具备长期学习能力。

提供AI Agent Skill的创建、优化、验证、打包全流程管理,内置6阶段质量门控工作流,标准化SKILL.md格式,自动化验证与部署。

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5步量化交易系统,集成多源数据、机器学习模型和15+策略模板,支持回测优化,降低量化交易门槛

为AI Agent提供链上DeFi实时数据接口。支持钱包余额查询、代币价格、DEX报价、收益机会、协议TVL、Gas费用等多维度数据聚合。

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AI Agent指数级成长系统,提供从问题解决到能力固化的完整方法论,包含工具决策、错误模式库、知识固化、能力产品化流程

为AI代理提供网页搜索、页面提取、PDF解析、YouTube转录、智能摘要和语义搜索能力,支持自动化研究工作流

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识别书法图片中的字体类型,支持楷书、行书、草书、篆书、隶书等传统书体,应用于书法鉴赏、古籍研究、学习辅助、文物鉴定等场景。

开源Python库,提供对抗样本生成、模型鲁棒性评估、防御机制验证,覆盖逃避和毒化攻击防护全流程

Awesome MCP Universe: A multilingual platform for MCP enthusiasts.

多智能体协作框架，10个专业子智能体分工协作，自动生成12000-15000字博士级研究论文，支持Word格式输出

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mcp-server

QwQ-mcp-server is a versatile Model Context Protocol server designed to enhance user interaction through advanced features like accessibility support and customizable interfaces. It offers seamless integration for improved communication and collaboration, making it ideal for developers and teams looking to optimize their workflow.

实时聚合追踪OpenAI、Claude、Gemini、Kimi、DeepSeek、Grok六大平台的API用量与费用，提供统一成本监控看板与告警。

ChromaDB MCP Server enables AI assistants with persistent memory and advanced features.

A new approach for MCP and NER agents with FASTAPI as backend and steramlit as frontend

A modular platform for executing and tracking reproducible physics model experiments.

# AI MCP Tool for Memory Enhancement Based on the characteristics of memory storage and retrieval in the book "Learning Methods," we have developed an AI MCP (Memory Conceptualization and Processing) tool to assist in memorizing key concepts. ## Features - **Memory Entry Creation**: Users can create memory entries by providing concepts that need to be memorized to the AI. - **Question Generation**: The AI will generate questions that prompt the recall of these concepts. - **Database Storage**: Both the concepts and the generated questions will be stored in a database. - **Scheduled Retrieval**: The AI will retrieve questions from the database according to a specific time schedule. - **Cognitive Stimulation**: By using a questioning approach, the tool stimulates the brain to recall the desired concepts, enhancing the brain's ability to store and retrieve memories.

A proof-of-concept showing the use of a meta-agent to monitor drift in an LLM, with the use of an MCP server.

通过Gemini Search Grounding主通道与Google Custom Search备用通道，提供带引用的综合答案、原始链接摘要及图片搜索，支持多语言。

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本地运行大模型,提供OpenAI兼容API,支持模型全生命周期管理、向量嵌入和MCP工作流集成,满足隐私合规需求。

PromptStudio - An MCP server and Application for managing AI prompts with collections, variables, execution history, and import/export capabilities.

针对Agent和大模型的自动化测试框架,支持预定义测试用例验证,覆盖路由准确性、输出质量、性能指标等维度

A minimal library for building LLM tools and running as MCP server.

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