Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Hosted DataForSEO MCP server for Claude, ChatGPT and Cursor, with each action switched per account.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
https://dataforseo.insightfulmcp.com/Run this in your terminal
claude mcp add --transport http dataforseo https://dataforseo.insightfulmcp.com/Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"dataforseo": {
"url": "https://dataforseo.insightfulmcp.com/"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"dataforseo": {
"type": "http",
"url": "https://dataforseo.insightfulmcp.com/"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://dataforseo.insightfulmcp.com/Menu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified against the domain insightfulpipe.com (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 17 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, Whisper
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
One routable IPv6 per AI agent, verifiable from the DNS root. Keyless tools need no signup.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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.
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