If you found it insightful, reshare it with your network.Find me → @_avichawlaEvery day, I share tutorials and insights on DS, ML, LLMs, and RAGs.Avi Chawla (@_avichawla):The only MCP server you'll ever need!MindsDB lets you query data from 200+ sources, like Slack, Gmail, social platforms, and more, in both SQL and natural language.A federated query engine that comes with a built-in MCP server.100% open-source with 33k+ stars! https://t.co/wvoPEqP9lI ...

The only MCP server you'll ever need!MindsDB lets you query data from 200+ sources, like Slack, Gmail, social platforms, and more, in both SQL and natural language.A federated query engine that comes with a built-in MCP server.100% open-source with 33k+ stars! https://t.co/wvoPEqP9lI ...

Key Takeaways MongoDB is gaining from AI demand, aided by Voyage 3.5 and its fit for unstructured, fast-changing data. The MCP Server preview enables AI agents to access data and tools, streamlining developer productivity. MongoDB uses rerankers and embeddings to improve LLM accuracy and reduce hallucinations in AI outputs.MongoDB (MDB) has been steadily benefiting from the rising demand for AI-powered applications. In the first quarter of fiscal 2026, MongoDB reported revenues of $549 million, marking a ...

以下文章来源于CSDN ，作者万有引力 CSDN . 成就一亿技术人 嘉宾 | 范文栋 对话 | 唐小引 责编 | 郑丽媛 出品 | CSDN（ID：CSDNnews） 今年 3 月，Manus 的横空出世，引爆 了 新一轮 的 AI Agent 热潮 。 人们惊讶地发现，原本复杂繁琐的任务流，如今一个 Agent 就能自动规划、调用工具、执行操作，甚至还能主动 Debug 和自我修复——生成式 AI 从" 语言理解"向"任务执行"演化， Agent 也 不再是只能聊天的大语言模型，而是可以"动手做事"的数字助手 。 然而，在 这场技术热潮中，质疑与分歧也接踵而至：" Agent 的 Scaling Law 是否存在 "、" 通用 Agent 是否真的可行 " ， 这些 问题 引发了广泛的 争议与探讨。一方面，部分研究者坚信，随着模型技术的进步，Agent 将能实现从特定任务向通用能力的跨越；而另 一 方面，也有声音指出 ， 所谓 的"通用 Agent"， 或许 只 是一套被过度期许的工程幻象。 为了解答这些技术 争议，由 CSDN 主办 的《万有引 力》栏目 在 全球机器学习技术大会 的现场特别邀请到了 C ...

国内智能投研领域再迎里程碑事件。7月8日，领先的机构AI投研服务平台进门（深圳进门财经科技股 份有限公司）推出业绩点评Agent，并上线三大MCP Server（Model Context Protocol Server），分别是图 表MCP、投研信息搜索MCP和网络信息搜索MCP。 据了解，进门此前已上线"AI进宝-超级投研智能体"，该智能体是专为投资者打造的投研工具。此次上 线的MCP Server，是进门在智能投研领域的又一关键落子，也是AI进宝的第四大关键模式。AI进宝此 前已上线常规模式、深度研究模式、Agent模式。业绩点评Agent则扩大了AI进宝"Agent模式"的覆盖场 景，渗透进专业投资者复盘、分析个股基本面的研究日常。 上线MCP Server：让AI更懂投资者意图 MCP Server是一种基于模型上下文协议（MCP） 的标准化服务接口，旨在统一AI大模型与外部工具 （如金融、地图、电商等）的交互规范。其核心价值在于降低开发成本，提升交互效率，推动AI生态 开放，促进多智能体协作。 对于投研领域的用户来说，MCP Server究竟对其有何助益？进门CTO姜锐锋表示，"MCP Serve ...

编译 | Tina 安全研究团队 General Analysis 日前警告称，如果你使用了 Cursor 搭配 MCP，有可能在毫不知情 的情况下，把你的整个 SQL 数据库泄露出去——而攻击者仅靠一条"看起来没什么问题"的用户信息 就能做到这一点。 这是"致命三连"攻击模式的典型体现：提示注入、敏感数据访问，以及信息回传全部集中在一个 MCP 中实现。随着 MCP 被越来越多的 Agent 接入，这类看似边缘的配置问题，正在迅速演变为 AI 应用中的核心安全挑战。 一句话，就能让你的私有数据库裸奔 英伟达 CEO 黄仁勋曾描绘过一个令人震撼的未来：企业将由 5 万名人类员工管理 1 亿个 AI 助理。 这个听起来像科幻小说的场景，其实正迅速成为现实。 一切始于 2024 年底，MCP 悄然发布，最初并未引发太多关注。然而，仅仅几个月后，局势便急剧 升温。到了 2025 年初，已有超过 1,000 个 MCP 服务器上线，GitHub 上相关项目迅速蹿红，斩获 33,000 多颗星、数千次分叉。谷歌、OpenAI、微软等科技巨头迅速将 MCP 纳入生态体系，Claude Desktop、Claude Cod ...

Core Viewpoint - The article highlights a significant vulnerability in the MCP protocol, which is widely used in the AI industry, allowing attackers to exploit LLM's instruction/data confusion to access databases directly [1][3]. Group 1: Vulnerability Details - The MCP protocol has become a standard in the agent field, effectively connecting large language models with various tool services, but it is susceptible to malicious instructions hidden within user data [3][5]. - Researchers demonstrated the security risks of LLMs by building a multi-tenant customer service SaaS system using Supabase, which includes a database, authentication, and file storage [5][21]. - The attack utilized default configurations, including standard service roles and row-level security (RLS), without any additional protective measures [6][21]. Group 2: Attack Process - The attacker submitted a technical support request with a message that disguised malicious instructions, which were processed normally by the system [9][10]. - When developers later accessed unresolved tickets, they inadvertently executed embedded instructions within the attacker's message, leading to unauthorized data access [12][13]. - The system generated SQL queries that bypassed RLS restrictions, allowing sensitive data to be displayed in the conversation thread [15][17]. Group 3: Risk Mitigation Measures - The article suggests two primary measures to reduce exposure to such attacks: using read-only modes to prevent unauthorized data manipulation and implementing prompt injection filters to intercept and manage high-risk inputs [22][23]. - These measures aim to create a first line of defense against potential exploitation, especially for teams using third-party IDEs where context boundaries are unclear [23].

Group 1 - The core viewpoint of the news is that Baidong Co., Ltd. has established the "Baidong Digital Economy Industry Fund" to support its data intelligence strategy and promote the innovation of China's digital economy infrastructure [1] - The fund focuses on two main areas: data asset operation and global digital services, aiming to create a closed-loop ecosystem that combines AI technology with practical applications [1][2] - The fund is a collaboration between Baidong Co., Ltd., Wuxi Huishan Science and Technology Innovation Industry Group's wholly-owned subsidiary Benyuan Venture Capital, and Yuanli Investment [1] Group 2 - The internal investment strategy emphasizes the entire lifecycle of data asset management, including data resource registration, data directory services, and data market management, with a goal to establish a unified national data resource system [1] - Externally, the company aims to leverage its Hong Kong subsidiary to share China's successful digital governance experiences and attract cutting-edge technology and talent [1] - Recent collaborations include a strategic partnership with the Hong Kong University of Science and Technology to focus on global data intelligence and a comprehensive strategic cooperation agreement with Alibaba Cloud to deepen the integration of cloud computing and data intelligence [2]

Hello everyone. This is Tana from Llama Index and I want to walk you through the Llama Cloud MCP server that we created which is completely open sourced and this is the one that we created in Python uh which allows you to use Llama Cloud indexes and extraction agents as tools within any MCP client. And today I'm going to show you how um you can set it up to use with cloud desktop for example.So to start with, let's have a look at my Llama Cloud account. And you'll see that for example here I have two indexe ...

证券代码：688110 证券简称：东芯股份 公告编号：2025-033 东芯半导体股份有限公司 关于 2024 年年度报告的信息披露监管问询函的 回复公告 本公司董事会及全体董事保证本公告内容不存在任何虚假记载、误导性陈 述或者重大遗漏，并对其内容的真实性、准确性和完整性依法承担法律责任。 重要风险提示： ? 存货金额较大及跌价风险 公司存货主要由原材料、委托加工物资、库存商品等构成。公司根据自身库 存情况和客户的需求，并结合对市场的预测拟定采购计划。2024 年末公司存货 账面余额 11.21 亿元，较上年末增长 2.09%；存货账面价值 8.92 亿元，占 2024 年度营业成本的比例为 161.87%，占流动资产的比例为 34.16%，占比较高。 如果未来公司客户需求低迷、市场竞争格局加剧、市场价格持续下行，或公 司未能有效拓宽销售渠道，使得库存产品滞销，可能导致存货库龄变长、可变现 净值降低，公司将面临存货跌价的风险。 ? 毛利率波动风险 公司 2024 年综合毛利率 13.99%，同比上升 2.42 个百分点，其中 NAND 产品 毛利率 11.58%，同比上升 8.25 个百分点，NOR 产品毛利 ...