Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Hosted DataForSEO MCP server for Claude, ChatGPT and Cursor, with each action switched per account.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://dataforseo.insightfulmcp.com/터미널에서 이 명령어를 실행하세요
claude mcp add --transport http dataforseo https://dataforseo.insightfulmcp.com/프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"dataforseo": {
"url": "https://dataforseo.insightfulmcp.com/"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"dataforseo": {
"type": "http",
"url": "https://dataforseo.insightfulmcp.com/"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://dataforseo.insightfulmcp.com/메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
아직 이 서버의 도구 목록을 읽지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 도메인 insightfulpipe.com 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.0.0)은 16일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, SSTracker free youth training
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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.
Free youth sports drills, practice plans and age-group answers for parents and coaches.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
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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