SEO Content Brief Scorer Connector for AI agents.
3 live capabilities
Audit your content briefs for better search rankings before you start writing.
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Why people use SEO Content Brief Scorer
SEO Content Brief Scorer for Content Auditing
With this Connector, you can run a full structural audit in seconds. Your AI client can scan the brief and tell you exactly what is missing or broken. You get a clear health score and a list of fixes, moving your team from manual checking to automated validation.
What Vinkius changes
You catch structural SEO errors in the brief stage rather than the publishing stage.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 5,900+ Connectors
- Real-world use case 01
Validating a high-volume content series
A content manager wants to check if 50 new article briefs are structurally sound before assigning them to a freelance team.
- Real-world use case 02
Quickly checking a single brief
A copywriter gets a brief and needs to know if the H1 and H2s are actually optimized for the target keywords.
- Real-world use case 03
Agency quality control
An SEO agency wants to provide an automated SEO Score to clients for every new content brief they receive.
Complete set · 3capabilities
The complete SEO Content Brief Scorer capability set.
These are the exact actions your AI can choose when you ask it to work with SEO Content Brief Scorer.
01—03
3 capabilities in this set.
Part of 3 available through SEO Content Brief Scorer.
- 01 Capability
Analyze keyword placement
Check how well target keywords appear in your title and high-impact headings. It confirms your keywords are in the right zones.
- 02 Capability
Audit heading hierarchy
Verify that your header tags follow a logical nesting order without skipped levels. This prevents confusing structures for search engines.
- 03 Capability
Calculate brief score
Get an overall SEO health score and prioritized adjustments for a content brief. This helps you rank the most important fixes first.
Set up in minutes
One URL. Then ask SEO Content Brief Scorer to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use SEO Content Brief Scorer 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_eI1khEd2GR9ic5TtXCaBILoRnREWRIzuELrPUONb/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 SEO Content Brief Scorer, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable SEO Content Brief Scorer for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_eI1khEd2GR9ic5TtXCaBILoRnREWRIzuELrPUONb/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 SEO Content Brief Scorer URL.
- Step 03
Save and start
Save the connection and enable SEO Content Brief Scorer in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"seo-content-brief-scorer": {
"url": "https://edge.vinkius.com/vk_preview_eI1khEd2GR9ic5TtXCaBILoRnREWRIzuELrPUONb/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 SEO Content Brief Scorer
Open Agent mode in chat and ask: "Using SEO Content Brief Scorer, help me...". 3 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"seo-content-brief-scorer": {
"url": "https://edge.vinkius.com/vk_preview_eI1khEd2GR9ic5TtXCaBILoRnREWRIzuELrPUONb/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 SEO Content Brief Scorer
Ask Copilot: "Using SEO Content Brief Scorer, help me...". 3 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"seo-content-brief-scorer": {
"url": "https://edge.vinkius.com/vk_preview_eI1khEd2GR9ic5TtXCaBILoRnREWRIzuELrPUONb/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 SEO Content Brief Scorer
Open Cascade and ask: "Using SEO Content Brief Scorer, help me...". 3 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"seo-content-brief-scorer": {
"url": "https://edge.vinkius.com/vk_preview_eI1khEd2GR9ic5TtXCaBILoRnREWRIzuELrPUONb/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 SEO Content Brief Scorer
Ask Cline: "Using SEO Content Brief Scorer, help me...". 3 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add seo-content-brief-scorer --transport http "https://edge.vinkius.com/vk_preview_eI1khEd2GR9ic5TtXCaBILoRnREWRIzuELrPUONb/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 SEO Content Brief Scorer
Ask Claude: "Using SEO Content Brief Scorer, show me...". 3 tools are ready
Where the request belongs
Work SEO Content Brief Scorer can move forward.
This is for content managers and SEO leads who are tired of reviewing briefs only to find they are missing basic structural requirements. It solves the problem of inconsistent quality across large content teams.
SEO Manager
Validates high-volume content plans to ensure they meet technical requirements before assigning them to writers.
Content Strategist
Ensures that every piece of content in a large campaign follows a consistent heading hierarchy and keyword strategy.
Copywriter
Uses the capability to get immediate feedback on a brief outline to ensure they are starting with the right structure.
Build the capability set
Add more capabilities.
Each Connector adds new actions and data without changing how you work.
Browse Connectors
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Identify missing keywords and topics by comparing your content against competitors using TF density analysis.
Readability & SEO Scorer
Audit text for SEO performance using Flesch-Kincaid, sentence density, and passive voice analysis.
MarketMuse (AI Content Strategy & SEO)
Plan and optimize content via MarketMuse AI. analyze topic authority, generate content briefs, and audit SEO performance.
Clearscope
Optimize content via Clearscope. create SEO reports, grade drafts using NLP, perform keyword research, and audit SERP competitors directly from any AI agent.
Bring your own AI
Change the model, client or framework. Keep SEO Content Brief Scorer connected.
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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 SEO Content Brief Scorer.
The practical details behind the request, access and result.
How does the SEO Content Brief Scorer help my content team?
It acts as an automated first pass for every content brief. It ensures that your SEO requirements, like heading structure and keyword placement, are met before a writer starts, which saves time and prevents rework.
Can I use the SEO Content Brief Scorer to check my blog outlines?
Yes, that is exactly what it is built for. You can provide your outline and keywords to your AI client, and it will give you a health score and a list of structural fixes.
Does the SEO Content Brief Scorer write the content for me?
No, it does not write the content. It is an auditing capability designed to evaluate your brief's structure and SEO health to ensure your strategy is solid before you begin drafting.
What kind of errors does the SEO Content Brief Scorer find?
It identifies common SEO mistakes like skipped heading levels (e.g., jumping from H1 to H3), keywords missing from high-impact zones, and titles that are too long or too short.
Is the SEO Content Brief Scorer good for high-volume content production?
It is ideal for high-volume workflows. Because it automates the audit process, it allows SEO leads to approve dozens of briefs quickly without having to manually check every single one.
How do I get a health score for my SEO brief?
Simply provide your brief details to your AI client. The Connector will analyze the data and return a health score along with a prioritized list of adjustments you need to make.
What does the SEO health score represent?
The score (0-100) represents how well your brief follows SEO best practices, including title optimization, keyword presence in key headings, and proper heading hierarchy.
How can I improve my brief's score?
Use the calculate_brief_score capability to receive a list of priorityAdjustments. Common fixes include adding missing keywords to H1/H2 tags or fixing broken heading sequences.
Does this capability check for keyword stuffing?
The capability focuses on coverage and placement. It identifies if keywords are missing from critical zones like the title or H1/H2 headings using analyze_keyword_placement.
One connection away
Give your agent a direct line to SEO Content Brief Scorer.
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