登录 注册

changedetection.io

去点 Star
网站与 SaaS 工具AI 应用与 AI Agent内容创作与媒体工具
35,732
Stars
0
Forks
0
Watchers
0
Open Issues
未知
许可证
Python
语言
创建时间
最近更新

项目能做什么

开箱即用的网页变更监控与告警工具,支持追踪内容变动、降价及补货。
来源:AI 基于仓库事实生成 · 内容以仓库实际 README 为准

使用说明 查看原始 README 原仓库文档

中文使用说明暂未生成。下面保留原仓库 README 摘录,命令与配置均以原文为准。
原始 README 摘录(英文原文,节选前 3000 字符)
[<img src="./docs/banner-wide.png" style="max-width:100%;" alt="AI LLM Web site page change monitoring"  title="AI LLM Web site page change monitoring"  />](https://changedetection.io?src=github)

# Detect Website Changes Automatically — Monitor Web Page Changes in Real Time

Monitor websites for updates — get notified via Discord, Email, Slack, Telegram, Webhook and many more — Ideal for monitoring price changes, content edits, conditional changes, LLM Change summaries and triggers just to name few features.

[![Release Version][release-shield]][release-link] [![Docker Pulls][docker-pulls]][docker-link] [![License][license-shield]](LICENSE)


[<img src="./docs/screenshot.png" style="max-width:100%;" alt="Web site page change monitoring"  title="Web site page change monitoring"  />](https://changedetection.io?src=github)

![changedetection.io](https://github.com/dgtlmoon/changedetection.io/actions/workflows/test-only.yml/badge.svg?branch=master)

[**Get started with website page change monitoring straight away. Don't have time? Try our $8.99/month subscription, use our proxies and support!**](https://changedetection.io) , _Same open-source changedetection.io, minus the hard parts, No infrastructure to baby-sit._


- Chrome browser included.
- Nothing to install, access via browser login after signup.
- Super fast, no registration needed setup.
- Get started watching and receiving website change notifications straight away.
- See our [tutorials and how-to page for more inspiration](https://changedetection.io/tutorials) 

## AI-powered website change detection — smart alerts and plain-language summaries

Stop drowning in noise. Connect any LLM (OpenAI, Gemini, Anthropic, Ollama and more) and go from _"something changed"_ to _"only the thing you care about changed"_.

**AI change detection rules** — write a plain-English intent once: _"notify me only when the price drops below $50"_, _"alert me when the item comes back in stock"_, _"ignore navigation and footer changes"_. The AI evaluates every detected diff against your intent and silently suppresses everything irrelevant. Fewer false positives, zero noise.

**AI change summaries** — instead of staring at a raw diff, your notification reads _"Price dropped from $89.99 to $67.00"_ or _"3 new products added to the listing"_. Works globally or per-watch, with full control over the prompt.

Works with any model you already pay for — GPT-4o-mini and Gemini Flash handle this well at fractions of a cent per check. Or run it entirely locally with **Ollama**, **vLLM**, **LM Studio**, or any **OpenAI-compatible self-hosted endpoint** — pick the *OpenAI-compatible (vLLM, LM Studio, llama.cpp)* option in the provider dropdown and point it at your server's `/v1` URL. Powered by [LiteLLM](https://github.com/BerriAI/litellm), giving you seamless access to [100+ supported providers and models](https://docs.litellm.ai/docs/providers).

We've got a quick tutorial here - [Bring your own LLM/AI Key to changedetection.
阅读完整原文

商业机会分析 AI 生成

垂直领域竞品与政策合规监控 SaaS

产品构想基于 changedetection.io 搭建托管服务,预置特定垂直领域(如药监、招投标、政府政策、跨境电商核心品类)监控模板,提供 AI 总结差异的报告。
核心功能免配置行业页面模板、智能降噪(忽略广告与动态样式)、AI 变更摘要生成、团队协同看板
目标用户跨境电商运营、政企合规/法务专员、投研分析师
难度/周期中等 · 1-2 个月 · 成本:300 - 800 美元/月(云服务器与住宅代理池费用)
收费模式按监控 URL 数量及检查频率订阅收费(梯度订阅制,29~199 美元/月)
竞争风险目标站点反爬策略升级导致采集失败率上升;AI 提取变更摘要可能出现幻觉。
依据 已验证事实

面向高频网购与捡漏用户的轻量化提醒工具

产品构想将复杂的 CSS 选择器监测抽象为极简一键订阅(输入商品链接自动识别价格与库存),通过微信公众号、Telegram 或 App 推送即时到货/降价提醒。
核心功能商品链接一键解析提取、毫秒级/分钟级高频刷新、极速移动端即时推送、历史价格曲线展示
目标用户数码产品发烧友、限量球鞋/潮玩买家、个人海淘用户
难度/周期较低 · 2-4 周 · 成本:100 - 300 美元/月(服务器与推送通道成本)
收费模式免费额度 + 付费解锁高频刷新(如 1 分钟级)与短信/电话强提醒,结合返利 CPS 变现
竞争风险高频并发请求容易被电商平台风控封禁 IP;个人用户客单价低且流失率高。
依据 数据支持的判断

企业安全与网站防篡改监控专有服务

产品构想针对政府、高校、企事业单位官网,提供高可用防篡改告警服务与私有化交付方案,满足等保与内容安全合规要求。
核心功能敏感词与暗链植入秒级报警、页面快照防篡改证据留存、等保合规日志导出、私有云/内网环境一键部署支持
目标用户中小企业 IT 主管、政企安全运维外包服务商
难度/周期中等 · 1-2 个月 · 成本:500 美元(前期环境搭建与测试)
收费模式私有化部署授权费 + 年保费,或云端专属探针服务订阅(按年结算)
竞争风险B端政企采购周期长、资质壁垒高;责任重大,若漏报篡改面临商业信誉风险。
依据 AI推测
AI 基于仓库公开数据分析生成,含推测成分,不构成收益承诺。
报告会保存到 个人中心

竞品与相似项目 GitHub Search 真实检索

项目中文简介Stars语言
ManojKumarPatnaik/Major-project-list 中文介绍暂未生成
A list of practical projects that anyone can solve in any pr
261 -
danderfer/Comp_Sci_Sem_2 中文介绍暂未生成
According to all known laws of aviation, there is no way tha
223 Python
LexiestLeszek/InvestorGPT 中文介绍暂未生成
InvestorGPT is an AI agent that analyzes the stock that drop
84 Python
bideeen/Building-A-Trading-Strategy-With-Python 中文介绍暂未生成
trading strategy is a fixed plan to go long or short in mark
65 Jupyter Notebook
Loveyless/stock-indicator-backtest 中文介绍暂未生成
股票量化助手,根据量化策略生成股票收益报告。
63 JavaScript
NIGos/dcs-control 中文介绍暂未生成
DCS World: engine CPU optimizations for every pilot (about +
44 C++
以上为通过 GitHub 官方 Search API 检索的相似项目,功能差异与优劣势需进一步人工确认,配置 AI 后可生成对比分析。

项目优势与风险

技术成熟度创建于 ,最近推送 ,发布过 100 个 Release
社区活跃Star 35,732 / Fork 0 / Issue 0(数据支持,可自行核实)
许可证未检测到(需人工确认)
主要风险上游项目方向可能变化;同赛道竞争者较多(见竞品表);热度与需求不完全等价

安装与使用

快速开始(以仓库 README 为准)
git clone https://github.com/dgtlmoon/changedetection.io.git
cd changedetection.io
# 请阅读仓库 README 获取确切安装步骤(依赖、配置、启动命令)
阅读原仓库文档
术语说明:Docker=应用容器(把程序和依赖打包运行);API Key=调用外部服务的密钥;Git Clone=把仓库代码下载到本地。常见错误:API Key 未配置 / 端口占用 / 数据库连接失败,多数项目在 README 的 Troubleshooting 章节有说明。