
Dottide
io.github.dotbrainhq由 GitHub 账号 dotbrainhq 发布v0.4.1更新于 Oct 29, 2026
Read-only Search Console, GA4, Bing and store numbers for every site, across Google accounts.
概览
只读的 MCP 服务器与命令行工具,让 AI 助手跨多个 Google 账号读取各站点的 Search Console、GA4、Bing 与商店数据。
- 可以做什么
- 列出已配置站点、各自使用的密钥,以及 Search Console、GA4 和 Bing 访问是否正常
- 按查询词或页面查询 Search Console 的点击、展示、点击率与排名,支持日期范围、环比对比和筛选
- 读取 GA4 按来源和媒介划分的会话,单独统计 AI 助手引荐及其落地页
- 获取 WordPress.org 插件、Firefox 附加组件和 GitHub 星标的公开商店数据
- 给出优化机会、单页查询词、互相竞争的页面、索引健康状况和核心网页指标
- 读取 Bing 网站管理员查询数据、自动发现资源,并生成每周 JSON 快照
- 适用场景
- 适合在多个 Google 账号下运营多个站点、希望助手直接基于实时数据回答 SEO 与流量问题,或需要定期生成每周复盘而不用反复登录各账号的场景。
- 运行要求
- 以 Python 包形式通过 uvx 在本机运行,支持 macOS、Windows 和 Linux。需要一个 Google 服务账号密钥,导入后保存在系统密钥库中,并在 Search Console 和 GA4 中把该服务账号加入各站点。Bing 为可选项,需要 Bing Webmaster Tools 的 API 密钥。可通过 DOTTIDE_GITHUB_TOKEN 设置只读 GitHub 令牌。
安装
在 SourceWeft 中
- 打开 控制台中的 Dottide,将其添加到工作区。
- 为需要使用其工具的对话启用该服务。
Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。
其他 MCP 客户端
参照 仓库 中的启动说明。
README
dotTide
[PyPI version] [MCP registry version] [dotTide on Glama] [cursor.directory]
dotTide is a read-only MCP server and command-line tool that gives Claude, Cursor, Codex and other AI agents the numbers for every site you run. It reads Google Search Console and Google Analytics 4 (GA4) across multiple Google accounts, plus WordPress.org, Firefox Add-ons and GitHub stats, and writes a weekly snapshot for scripts and agents.
Nothing gets added to your sites. dotTide only reads numbers you already have, and your keys stay on your computer.
Why
If your sites sit under different Google accounts, checking them means logging in and out of each one. The weekly check slips to monthly, and any AI agent you ask works from stale numbers. Store numbers for plugins, extensions and repos live in yet more places.
dotTide reads all of it with one read-only key, and answers the same way in Claude, on the command line, and in a weekly JSON file.
What it does
sites: every configured site, which key covers it, and whether Search Console, GA4 and Bing access works when you ask.search_queries: clicks, impressions, CTR and average position by query or page, for any date range, with an optional comparison to the previous period and filters for country, device and search type.traffic: GA4 sessions by source and medium, with AI assistant referrals (ChatGPT, Perplexity, Copilot, Gemini, Claude and others) counted separately, with the landing pages each assistant sent visits to (landing_pages). Only for sites that have GA4.store_stats: live public numbers that need no key: WordPress.org plugins, Firefox Add-ons, GitHub stars.opportunities: what to work on next: queries in striking distance, pages and queries losing clicks, pages and queries slipping in position (slipping_pages,slipping_queries), and page-one queries with a low click-through rate for their position. When that last list is empty because too few queries rank on page one,low_ctr_notesays so and gives each position band's count. List your brand names asbrand_termsin the profile and searches for them stay out of the low click-through check, since they get far more clicks at the top.page_queries: the queries that bring people to one page, and how much of the page's traffic Google hides behind anonymized queries.competing_pages: queries where two or more of your pages split the impressions, biggest overlaps first.index_health: every sitemap's state, and whether the top pages are in Google's index, with a plain list of problems to fix.core_web_vitals: real-user LCP, INP and CLS with Google's ratings when there's enough data, plus a lab run, from PageSpeed Insights.bing_queries: Bing Webmaster Tools clicks, impressions and position by query. Bing feeds Copilot.discover: finds every Search Console property and GA4 property the key can read, and writes the profile entries for you, with abrand_termssuggestion from each domain name, commented out until you check it.- Ready-made prompts: a weekly review, what to work on, and an index check, shown as commands in Claude and other MCP clients.
- Weekly snapshot: last full week against the week before, one JSON file per profile, for scripts and agents that read files.
How access works
No site moves to a new Google account. You create one Google service account, and whichever Google account owns a site invites that service account's email:
- Search Console: as a Restricted user.
- GA4: as a Viewer.
The service account can only read, and you can remove it from any site in one click. Bing is optional and uses one API key from Bing Webmaster Tools that covers all your sites there. Its key lives in your system's secret store: the macOS keychain, Windows Credential Manager or the Linux Secret Service.
Quick start
You need macOS, Windows or Linux, and uv. There is nothing to clone: uvx downloads dotTide the first time you run it.
- Write a starter profile, then add a plugin slug, an add-on slug or a GitHub user under
[stores]in it:
- Check that it runs. Store numbers need no Google setup at all:
-
Set up Google access by following Google setup. It takes about ten minutes, plus a minute per site.
-
Store the key, let dotTide find your sites, and check access:
-
Optional: add Bing numbers by following Bing setup. It takes about five minutes.
-
Connect it to Claude Code:
To update later, run uvx dottide@latest sites once; after that uvx dottide uses the new version.
Documentation
- Google setup: the service account, click by click, and sharing each site.
- Bing setup: optional Bing Webmaster Tools numbers with one API key.
- Configuration: profiles, every field, keys and environment variables.
- Using dotTide: each tool and its options, MCP clients, the weekly snapshot and its format, and fixes for common errors.
- Asking an AI agent for your numbers: example prompts for weekly checks, content to refresh, AI referrals and store numbers, plus a saved Claude Code command.
- Connecting AI clients: Claude Code, Claude Desktop, Cursor, Windsurf, VS Code, Codex, Gemini CLI, Grok, and agents without MCP.
Good to know
- Search Console data settles about three days after the fact, so default ranges end three days ago.
- Every Google scope dotTide asks for is read-only, and no tool can change anything.
- GitHub allows 60 anonymous requests an hour per IP. Set
DOTTIDE_GITHUB_TOKENto a read-only token if you hit the limit.
Contributing
See CONTRIBUTING.md. Security reports go through SECURITY.md.
License
The code is released under the MIT License. The dotTide name and icon are not covered by the license, so please use your own name and icon if you ship a copy.
来源:README.md,提交 110d97d
工具
0版本历史
1- v0.4.1最新Oct 29, 2026
评分
已满足适用检查项的 50%
该评分衡量此收录条目的完整程度,依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价,也不表示服务器安全或当前可用:可连通性是带日期的检查结果,评分也不包含安装量或用户评价。
- 近 30 天内可连通25 分
请保持端点能够响应 MCP 握手;SourceWeft 每 30 天探测一次。
- 已声明认证方式10 分
请在注册中心条目中声明凭据请求头,或保持端点能够响应探测,以便判定其认证方式。
- 已列出工具15 分
请让服务器在无凭据时响应 tools/list,或发布可在沙箱中无凭据启动的软件包。
- 描述必需15 分
- 图标10 分
- 文档15 分
- 许可证10 分
