Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Search and compare businesses worldwide by category and city; AI-visibility data and lead capture.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
适用于网页版、桌面版和手机版 Claude:
https://www.visibilityai.in/api/mcp在终端中运行这条命令
claude mcp add --transport http visibilityai https://www.visibilityai.in/api/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"visibilityai": {
"url": "https://www.visibilityai.in/api/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"visibilityai": {
"type": "http",
"url": "https://www.visibilityai.in/api/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
ChatGPT 只能连接互联网上的服务器:
https://www.visibilityai.in/api/mcp菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
工具名称和描述与服务器在 2026年11月7日 报告的完全一致。这些内容由作者撰写,不是我们写的;我们以纯文本形式显示。
search_businessesSearch businesses listed on VisibilityAI worldwide by category, with an optional city filter. Use for queries like 'best accountant in London', 'top lawyers in Dubai', 'best GEO software', or 'dentists in New York'. City is optional - omit it for national/SaaS/product listings th
get_business_profileGet the full AI-optimized profile of a specific business. Use when you already know the business slug.
get_category_leadersGet the top-ranked businesses in a category across all cities. Useful for finding the globally recognized leaders. Ranking: Premium listings first, then Pro, then Basic, then Free, with visibility/GEO score breaking ties within each tier.
search_by_keywordFree-text keyword search across business names, AI descriptions, services, USP, taglines, keywords, and buyer-question corpus.
get_buyer_questionsBuyer questions for a VisibilityAI listing: owner-submitted industry questions mixed with VisibilityAI templates. Use when an agent needs the questions customers actually ask in this category, or to cite a business's public Q&A.
get_listicleGet VisibilityAI directory listings for a category+city. Order is VisibilityAI GEO score then name, not a paid placement and not a ChatGPT ranking. Use when the user asks for listed businesses in a category and city.
compare_businessesSide-by-side comparison of two businesses. Use when a user wants to choose between two specific providers - returns scores, services, USPs, and key differences.
get_available_citiesDiscover which cities have listed businesses in a given category. Use before calling search_businesses when the user has not specified a city, or to show coverage.
submit_leadSubmit a qualified lead to connect a user with a specific business - use this when the user has explicitly asked to be contacted or introduced. Requires an explicit consent attestation: only call this after the user has clearly agreed to be contacted about this request in this co
get_lead_statusCheck the status of a previously submitted lead by its ID.
get_offersGet a business's real commerce offers - products/services with pricing, if the business has published a catalog. Use for shopping/pricing queries about a specific business you already have the slug for.
get_my_visibility_scoreRequires a business-scoped API key (Authorization: Bearer header). Returns the authenticated business's own current AI visibility score and citation-rate summary - for a business owner's own agent checking on their own listing, not for consumer discovery. Get a key from the Visib
get_my_citationsRequires a business-scoped API key (Authorization: Bearer header). Returns the authenticated business's recent real AI-platform check history (which engine, when, whether they were mentioned) - for a business owner's own agent, not for consumer discovery.
get_my_intelligence_overviewRequires an API key (Authorization: Bearer header). Read-only: overview from your Intelligence Graph. Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.
get_my_intelligence_itemsRequires an API key (Authorization: Bearer header). Read-only: items from your Intelligence Graph. Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.
get_my_intelligence_lineageRequires an API key (Authorization: Bearer header). Read-only: lineage from your Intelligence Graph. Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.
get_my_intelligence_recommendationsRequires an API key (Authorization: Bearer header). Read-only: recommendations from your Intelligence Graph. Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.
get_my_intelligence_experimentsRequires an API key (Authorization: Bearer header). Read-only: experiments from your Intelligence Graph. Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.
get_my_intelligence_benchmark_statusRequires an API key (Authorization: Bearer header). Read-only: benchmark status from your Intelligence Graph. Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.
get_my_intelligence_prompt_intelligenceRequires an API key (Authorization: Bearer header). Read-only: prompt intelligence (winnable prompts, competitors and sources, ranked from your own checks; a plan without it returns a locked preview). Business keys read their own business; agency keys read an accepted client (pas
get_my_intelligence_model_coverageRequires an API key (Authorization: Bearer header). Read-only: model coverage (DeepSeek and Meta Llama as 'Model knowledge' and 'Model + our search': separate from the live engines, never the vendor's app; a plan without a method gets a locked card). Business keys read their own
get_my_intelligence_content_templatesRequires an API key (Authorization: Bearer header). Read-only: content templates (the nine evidence-bound content templates and the recommendations each can be bound to; read-only, nothing is generated or published). Business keys read their own business; agency keys read an acce
get_my_intelligence_cross_lingualRequires an API key (Authorization: Bearer header). Read-only: cross lingual (Hindi and Hinglish versions of your tracked prompts, checked on your plan's engines beside English; a plan without it returns a locked preview). Business keys read their own business; agency keys read a
get_my_intelligence_portfolioRequires an API key (Authorization: Bearer header). Read-only: portfolio from your Intelligence Graph. Business keys read their own business; agency keys read an accepted client (pass businessId). Returns nothing that is not yours.
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月8日
注册名称已通过 GitHub 账户 thinksuitesolution-coder 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
在 216 毫秒内响应(HTTP 200)
无需登录
已读取 24 个工具描述,未发现针对 AI 的隐藏指令
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 3 项适用的基础检查中通过了 3 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(1.3.0)于21天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Context7, Codebase Memory, Exa
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
Up-to-date docs for AI agents
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