Content Gap Identifier Connector for AI agents.
3 live capabilities
Find missing keywords and competitor content gaps using TF density analysis.
Waiting for input…
Why people use Content Gap Identifier
Content Gap Identifier SEO Keyword Analysis
This Connector changes that by letting your agent do the heavy lifting. It analyzes the actual density of terms across multiple sources to find the missing links in your strategy. You get a clear list of topics to tackle instead of a messy spreadsheet of notes.
What Vinkius changes
You get a data-backed list of content gaps to fill.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 5,900+ Connectors
- Real-world use case 01
Analyzing a rival's blog success
A content team wants to know why their blog isn't ranking as well as a rival's.
- Real-world use case 02
Summarizing long-form reports
A writer needs to summarize a long report for a client.
- Real-world use case 03
Evaluating a new content theme
A marketing lead wants to know if they should write about 'User Experience.
Complete set · 3capabilities
The complete Content Gap Identifier capability set.
These are the exact actions your AI can choose when you ask it to work with Content Gap Identifier.
01—03
3 capabilities in this set.
Part of 3 available through Content Gap Identifier.
- 01 Capability
Evaluate topic importance
See how much more weight a specific topic carries in competitor content compared to yours. This helps you figure out which themes are actually driving traffic for your rivals.
- 02 Capability
Extract text essence
Identify the most significant keywords within a single piece of text. Use this to quickly pull the core message out of long articles or reports.
- 03 Capability
Identify content gaps
Detect keywords and topics present in competitor content that are missing or weak in your own. This shows you exactly where your content strategy has holes.
Set up in minutes
One URL. Then ask Content Gap Identifier to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Content Gap Identifier from the conversation.
Choose your client
Live previewAdvanced clients IDE · CLI
Claude · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_ZweicKLtz1nCna08Je5NkvEYl5FDu8C0JiLM63JZ/mcp - Step 01
Open Connectors
In Claude Web or Claude Desktop, open Settings and choose Connectors.
- Step 02
Add the URL
Choose Add custom connector, name it Content Gap Identifier, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable Content Gap Identifier for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_ZweicKLtz1nCna08Je5NkvEYl5FDu8C0JiLM63JZ/mcp - Step 01
Open MCP settings
On desktop, open Settings and MCP servers. On web, open your workspace app or connector settings.
- Step 02
Add the URL
Choose Add server with Streamable HTTP, or create a custom MCP app, then paste the Content Gap Identifier URL.
- Step 03
Save and start
Save the connection and enable Content Gap Identifier in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"content-gap-identifier": {
"url": "https://edge.vinkius.com/vk_preview_ZweicKLtz1nCna08Je5NkvEYl5FDu8C0JiLM63JZ/mcp"
}
}
}- Step 01
Open MCP Settings
Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"
- Step 02
Add the server config
Paste the JSON configuration above into the mcp.json file that opens
- Step 03
Save the file
Cursor will automatically detect the new Connector
- Step 04
Start using Content Gap Identifier
Open Agent mode in chat and ask: "Using Content Gap Identifier, help me...". 3 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"content-gap-identifier": {
"url": "https://edge.vinkius.com/vk_preview_ZweicKLtz1nCna08Je5NkvEYl5FDu8C0JiLM63JZ/mcp"
}
}
}- Step 01
Create MCP config
Create a .vscode/mcp.json file in your project root
- Step 02
Add the server config
Paste the JSON configuration above
- Step 03
Enable Agent mode
Open GitHub Copilot Chat and switch to Agent mode using the dropdown
- Step 04
Start using Content Gap Identifier
Ask Copilot: "Using Content Gap Identifier, help me...". 3 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"content-gap-identifier": {
"url": "https://edge.vinkius.com/vk_preview_ZweicKLtz1nCna08Je5NkvEYl5FDu8C0JiLM63JZ/mcp"
}
}
}- Step 01
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
- Step 02
Add the server
Paste the JSON configuration above into mcp_config.json
- Step 03
Save and reload
Windsurf will detect the new server automatically
- Step 04
Start using Content Gap Identifier
Open Cascade and ask: "Using Content Gap Identifier, help me...". 3 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"content-gap-identifier": {
"url": "https://edge.vinkius.com/vk_preview_ZweicKLtz1nCna08Je5NkvEYl5FDu8C0JiLM63JZ/mcp"
}
}
}- Step 01
Open Cline MCP Settings
Click the Connectors icon in the Cline sidebar panel
- Step 02
Add remote server
Click "Add Connector" and paste the configuration above
- Step 03
Enable the server
Toggle the server switch to ON
- Step 04
Start using Content Gap Identifier
Ask Cline: "Using Content Gap Identifier, help me...". 3 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add content-gap-identifier --transport http "https://edge.vinkius.com/vk_preview_ZweicKLtz1nCna08Je5NkvEYl5FDu8C0JiLM63JZ/mcp"- Step 01
Install Claude Code
Run npm install -g @anthropic-ai/claude-code if not already installed
- Step 02
Add the Connector
Run the command above in your terminal
- Step 03
Verify the connection
Run claude mcp to list connected servers, or type /mcp inside a session
- Step 04
Start using Content Gap Identifier
Ask Claude: "Using Content Gap Identifier, show me...". 3 tools are ready
Where the request belongs
Work Content Gap Identifier can move forward.
Content creators and SEO specialists who are tired of guessing what to write next and want to back up their content strategy with actual competitor data.
SEO Manager
Audits competitor pages to find high-value keywords to target next.
Content Strategist
Identifies missing content clusters to build out a more comprehensive site map.
Copywriter
Pulls the essence of a source text to ensure they're hitting the right notes in a new draft.
Build the capability set
Add more capabilities.
Each Connector adds new actions and data without changing how you work.
Browse Connectors
SEO On-Page Copy Analyzer
Analyze keyword density, meta tag truncation, and heading coverage for SEO optimization.
Keyword Density Analyzer
Calculate keyword frequency, density percentage, and spatial distribution in text to optimize SEO content.
Keyword Intent Classifier
Categorize search keywords by intent, length, and marketing funnel stage.
SEO Content Brief Scorer
Audit content briefs for SEO health, keyword placement, and heading hierarchy.
Clearscope
Optimize content via Clearscope. create SEO reports, grade drafts using NLP, perform keyword research, and audit SERP competitors directly from any AI agent.
MarketMuse (AI Content Strategy & SEO)
Plan and optimize content via MarketMuse AI. analyze topic authority, generate content briefs, and audit SEO performance.
Bring your own AI
Change the model, client or framework. Keep Content Gap Identifier connected.
-
Claude -
ChatGPT -
Gemini -
Cursor -
VS Code -
Windsurf -
ZCode -
Cline -
Zed -
Continue -
Kiro -
Roo Code -
Zencoder -
Goose -
Void -
Augment Code -
Amp -
Qodo -
Tabnine -
Pieces -
Sourcegraph Cody -
JetBrains -
Warp -
Amazon Q -
Antigravity -
BoltAI -
Raycast -
Jan -
LM Studio -
AnythingLLM -
Open WebUI -
Msty -
Cherry Studio -
LibreChat -
TypingMind -
Chorus -
5ire -
n8n -
LangChain -
LlamaIndex -
CrewAI -
Vercel AI SDK
Before you connect
Questions about Content Gap Identifier.
The practical details behind the request, access and result.
How can Content Gap Identifier help my SEO?
It helps you find the specific keywords and topics that your competitors are ranking for but you aren't. By identifying these gaps, you can create content that targets high-value areas you might have missed.
Can I use Content Gap Identifier to find keywords for a new blog post?
Yes. You can use it to analyze your competitors' most successful posts and extract the core keywords they use, helping you build a content plan that hits the right notes.
Does Content Gap Identifier work for different types of content like whitepapers?
It works on any text. Whether it's a blog post, a whitepaper, or a product description, it analyzes the term frequency to show you where your content is underrepresented.
How does Content Gap Identifier analyze my competitors?
It performs a linguistic analysis of their content. It looks at how often certain terms and themes appear to determine what they are prioritizing in their messaging.
Can I use Content Gap Identifier to see what topics I should write about next?
That's exactly what it's for. By identifying the themes that are missing from your site but present in your competitors' content, you get a clear roadmap for your next content cycle.
Is Content Gap Identifier good for small businesses with no SEO team?
Yes. It automates the tedious work of competitor research, giving you the same data insights a large SEO team would gather, but in a fraction of the time.
How does the capability identify a content gap?
The capability performs a comparative density analysis. It calculates the relative frequency of words in both your text and the competitor's text. A 'gap' is identified when a word has high density in the competitor's content but low or zero density in yours.
What is the difference between missing keywords and underrepresented topics?
Missing keywords are terms that appear in the competitor's text but are entirely absent from your content. Underrepresented topics are keywords that exist in both texts but have a significantly lower relative density in your version.
Can I evaluate the importance of a specific phrase?
Yes, by using the evaluate_topic_importance capability, you can provide your text, the competitor's text, and a target topic to see the difference in density and determine the gap severity.
One connection away
Give your agent a direct line to Content Gap Identifier.
Connect Content Gap Identifier once. Keep it beside 5,900+ managed Connectors when the next task needs more.
Explore every Connector No credit card required · Free tier available