Searcherries: AI Visibility & SEO
com.searcherries由 searcherries.com 发布官方发布者v3.1.2更新于 Nov 3, 2026
Connect AI agents to your AI visibility and SEO data: competitors, citations, GSC, GA4, Bing.
概览
托管的只读 MCP 服务器,让助手读取你的 Searcherries AI 可见性与 SEO 数据:AI 回答、竞品、引用、Search Console、Bing 和 GA4。
- 可以做什么
- 列出项目,并获取项目快照:问题、KPI、竞品以及 30 天的搜索与流量汇总
- 读取已存储的 AI 回答及其判定,包括品牌提及显著度、情感倾向和跑题回答,以及 AI 平台点名的竞品
- 查看回答引用的网址和域名,包括你自己的页面
- 读取 Search Console 与 Bing 的查询、页面、机会和趋势,以及来自 AI 助手的 GA4 会话
- 获取带日期证据的优先行动清单,或批量项目数据用于深入分析
- 使用内置提示词,如 GEO 审计、内容缺口、竞品差距、页面简报、问题复盘和周报
- 适用场景
- 适合想用自然语言询问助手:网站在 AI 回答和搜索中的表现如何、哪些竞品被推荐、哪些页面应优先更新,而不必再打开另一个仪表盘。
- 运行要求
- 远程 streamable HTTP 端点,无需本地安装。需要一个付费方案(有效试用期亦可)且至少有一个项目的 Searcherries 账户。登录使用 OAuth 2.1 与动态客户端注册;无法完成 OAuth 的客户端可改用个人访问令牌。
安装
在 SourceWeft 中
- 打开 控制台中的 Searcherries: AI Visibility & SEO,将其添加到工作区。
- 连接 所需的 凭据。它们会被私密存储,绝不会在公开页面上展示。
- 为需要使用其工具的对话启用该服务。
Web executable,通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。
交给智能体安装
把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体,或 SourceWeft 对话中。智能体会读取该服务器的安装指南,先向你展示发布者、端点和登录方式,经你同意后再把它添加到你的客户端。密钥不会写进任何命令。
阅读 https://sourceweft.com/mcp/com.searcherries%2Fmcp/install.md,并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前,先告诉我它的发布者、端点和登录方式,等我确认。不要把 API 密钥写进命令或我会提交的文件;问我密钥应从哪里获取。其他 MCP 客户端
把它添加到你客户端的 mcpServers 配置中。 客户端会在首次连接时完成 OAuth 登录。
{
"mcpServers": {
"searcherries-ai-visibility-seo": {
"type": "http",
"url": "https://app.searcherries.com/mcp/searcherries"
}
}
}README
Searcherries MCP server
Searcherries is MCP for GEO. It collects your AI visibility data, connects your search and traffic data, and makes all of it available to GitHub Copilot in VS Code, Claude, Claude Code, Codex, Cursor or any other MCP client. Instead of studying another dashboard, you ask your AI assistant how your site performs and where to act next, and it answers from your own numbers.
Every day, Searcherries checks how AI platforms such as ChatGPT, Perplexity, Google AI Overviews, Gemini, Claude and Grok answer the customer questions you track. It records whether your brand is mentioned, which competitors are recommended instead, and which pages get cited. Google Search Console, Bing Webmaster Tools and Google Analytics 4 connect in a few clicks, so your AI visibility sits next to your rankings, queries and AI referral traffic.
Through the MCP connection, your AI assistant can find the questions you lose to competitors, optimize the pages AI cites, expand existing content, close intent gaps, spot new content opportunities and prioritize what to do first. In an editor, it can then change those pages in the same session.
This repository documents the hosted server. The server itself runs at https://app.searcherries.com/mcp/searcherries; there is nothing to install or run locally.
Listed in the GitHub MCP Registry and the official MCP Registry as com.searcherries/mcp. The GitHub listing is what the MCP Servers view in VS Code and GitHub Copilot read, so you can install it from there as well.
Server
Requirements
A Searcherries account on a paid plan (an active trial counts) with at least one project. Create an account.
Connect
VS Code and GitHub Copilot
Install in VS Code, or add the server to .vscode/mcp.json in your workspace:
Start the server from the MCP view. VS Code opens the Searcherries sign-in page in your browser; approve access and the tools appear in Copilot Chat in agent mode.
Other clients
Step-by-step guides for every client: searcherries.com/docs/mcp/overview. Clients that cannot complete an OAuth flow can use a personal access token: searcherries.com/docs/mcp/access-tokens.
Use
Ask your assistant in plain language, for example:
- "What should I work on next for my Searcherries project?"
- "Which customer questions do AI assistants answer without naming us, and which competitors do they name instead?"
- "Which pages of this site should we update first? Show the evidence."
- "Write a brief for our pricing page from the search queries and AI questions it should answer."
Tools
All tools are read-only.
Full reference: searcherries.com/docs/mcp/tools.
Prompts
The server also ships ready-made workflows as MCP prompts:
Data and privacy
The server cannot change projects, questions, connections or billing. It returns only data that belongs to the Searcherries account you authorize, and it reads stored data: a tool call never triggers a request to Google, Bing or an AI platform on your behalf.
Support
Open an issue or write from your account at app.searcherries.com.
来源:README.md,提交 f4556ce
工具
0版本历史
3- v3.1.2最新Oct 6, 2026
- v3.1.1Sep 30, 2026
- v3.1.0Sep 30, 2026
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