Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Hosted DataForSEO MCP server for Claude, ChatGPT and Cursor, with each action switched per account.
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://dataforseo.insightfulmcp.com/在终端中运行这条命令
claude mcp add --transport http dataforseo https://dataforseo.insightfulmcp.com/粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"dataforseo": {
"url": "https://dataforseo.insightfulmcp.com/"
}
}
}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": {
"dataforseo": {
"type": "http",
"url": "https://dataforseo.insightfulmcp.com/"
}
}
}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://dataforseo.insightfulmcp.com/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。
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
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6日
注册名称已通过域名 insightfulpipe.com 验证(注册中心会核实域名所有权)
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
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
尚未检查;我们会在检查端点时读取工具列表
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 1 项适用的基础检查中通过了 1 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(1.0.0)于17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:Spec Driven Development, Remote Desktop Commander, Recta
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
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Cheaper cross-chain stablecoin routes for AI agents; 5 % of the verified saving, nothing if none.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
Connect DataForSEO to AI assistants: SERP, keyword, backlink and AI search visibility data.
Part of the Insightful Pipe MCP Server Collection — use DataForSEO from Claude, ChatGPT, Cursor, and other AI assistants through the Model Context Protocol (MCP).
https://dataforseo.insightfulmcp.com/
DataForSEO MCP is a remote Model Context Protocol server hosted by InsightfulPipe. Access SERP results, backlink analysis, keyword research, domain analytics, on-page SEO audits, content analysis, and AI optimization insights.
https://dataforseo.insightfulmcp.com/Custom MCP servers are added through ChatGPT's Developer mode. Availability depends on your ChatGPT plan, and workspace admins may need to allow it.
https://dataforseo.insightfulmcp.com/See OpenAI's guide: Developer mode and MCP apps in ChatGPT
claude mcp add --transport http dataforseo https://dataforseo.insightfulmcp.com/
Add the server to ~/.cursor/mcp.json (all projects) or .cursor/mcp.json (one project):
{
"mcpServers": { "dataforseo": { "url": "https://dataforseo.insightfulmcp.com/" } } }
When Cursor shows Needs authentication, click Connect and sign in to InsightfulPipe if asked.
82 actions: 82 read, 0 write.
Show all 82 read actions
| Action | Description |
|---|---|
ai_opt_chatgpt_locations | Get available locations for ChatGPT scraping |
ai_opt_chatgpt_scraper | Scrape ChatGPT responses for specific queries |
ai_opt_kw_locations_and_languages | Get available locations and languages for AI optimization keyword data |
ai_opt_kw_search_volume | Get AI-optimized keyword search volume data reflecting usage in AI LLMs |
ai_opt_llm_mentions_aggregated | Get aggregated LLM mentions metrics for keyword/domain mentions |
ai_opt_llm_mentions_cross_aggregated | Get cross-aggregated LLM mentions metrics across domains |
ai_opt_llm_mentions_filters | Get available filter fields and operators for LLM Mentions endpoints |
ai_opt_llm_mentions_locations | Get available locations and languages for LLM mentions |
ai_opt_llm_mentions_search | Search for LLM mentions of domains or keywords across AI platforms |
ai_opt_llm_mentions_top_domains | Get top domains mentioned in LLM responses |
ai_opt_llm_mentions_top_pages | Get top pages mentioned in LLM responses |
ai_opt_llm_models | List available LLM models for AI optimization analysis |
ai_opt_llm_response | Get structured LLM response from a specific AI model |
backlinks_anchors | Get anchor text data for backlinks pointing to a target |
backlinks_available_filters | Get available filter fields and operators for Backlinks endpoints |
backlinks_backlinks | Get a list of backlinks for a domain, subdomain, or page |
backlinks_bulk_backlinks | Get backlink counts in bulk for multiple targets |
backlinks_bulk_new_lost_backlinks | Track new and lost backlinks in bulk for multiple targets |
backlinks_bulk_new_lost_referring_domains | Track new and lost referring domains in bulk |
backlinks_bulk_pages_summary | Get pages summary data in bulk |
backlinks_bulk_ranks | Get domain rank data in bulk for multiple targets |
backlinks_bulk_referring_domains | Get referring domain counts in bulk for multiple targets |
backlinks_bulk_spam_score | Get spam scores in bulk for multiple targets |
backlinks_competitors | Find competitor domains by shared backlink profiles |
backlinks_domain_intersection | Find common referring domains between multiple targets |
backlinks_domain_pages | Get pages with backlinks on a domain |
backlinks_domain_pages_summary | Get a summary of pages with backlinks on a domain |
backlinks_page_intersection | Find common backlinks between multiple pages |
backlinks_referring_domains | Get referring domains pointing to a target |
backlinks_referring_networks | Get referring networks (IP ranges) for backlinks |
backlinks_summary | Get a backlinks summary overview for a domain/subdomain/page |
backlinks_timeseries_new_lost_summary | Get new and lost backlinks data over time |
backlinks_timeseries_summary | Get historical backlink data over time |
business_listings_available_filters | Get available filter fields and operators for Business Listings endpoints |
business_listings_search | Search business listings on Google Maps by name, category, or location |
content_analysis_phrase_trends | Analyze phrase trends and popularity in content over time |
content_analysis_search | Search content mentions and citations for a keyword with sentiment analysis |
content_analysis_summary | Get an overview of content citation data for a keyword |
domain_technologies | Detect technologies used on a domain (CMS, analytics, frameworks, etc.) |
domain_technologies_available_filters | Get available filter fields and operators for Domain Technologies endpoints |
domain_whois_available_filters | Get available filter fields and operators for WHOIS endpoints |
domain_whois_overview | Get WHOIS data enriched with backlink stats, ranking, and traffic info |
kw_dataforseo_trends_demography | Get demographic breakdown for keyword trends |
kw_dataforseo_trends_explore | Explore DataForSEO Trends data for keyword popularity over time |
kw_dataforseo_trends_subregion_interests | Get subregion interest data for keyword trends |
kw_google_ads_locations | List available locations for Google Ads keyword data |
kw_google_ads_search_volume | Get search volume, CPC, and competition data from Google Ads for specified keywords |
kw_google_trends_categories | Get available Google Trends categories |
kw_google_trends_explore | Explore Google Trends data for keywords |
labs_available_filters | Get available filter fields and operators for DataForSEO Labs endpoints |
labs_bulk_keyword_difficulty | Get keyword difficulty scores in bulk for up to 1000 keywords |
labs_bulk_traffic_estimation | Get bulk traffic estimation for up to 1000 domains |
labs_competitors_domain | Find competitor domains based on shared organic keywords with ranking and traffic overview |
labs_domain_intersection | Find common keywords between multiple domains |
labs_domain_rank_overview | Get ranking and traffic data from organic and paid search for a domain |
labs_historical_keyword_data | Get historical keyword data over time |
labs_historical_rank_overview | Get historical domain ranking data over time |
labs_historical_serp | Get historical Google SERPs collected within a specified time frame for a keyword |
labs_keyword_ideas | Generate relevant keyword ideas based on seed keywords |
labs_keyword_overview | Google keyword overview: CPC, competition, search volume, search intent, monthly searches |
You decide what AI agents can do with each connected account:
"What's the US search volume for "google ads mcp"?"
"Get a backlink summary for example.com"
"Which domains are mentioned most in AI answers about "project management software"?"
The DataForSEO MCP server is included in every InsightfulPipe plan, together with all other MCP servers and the CLI. Plans start at $29.99/month, and you can try it for 7 days. See insightfulpipe.com/pricing for current plans.
Visit [insightfulpipe.com/mcp-servers](https://insightfulpipe.com/mcp-servers) to discover our full collection of MCP servers.
[View All MCP Servers →](https://insightfulpipe.com/mcp-servers)
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