What does this MCP actually measure?

It measures linguistic markers of authority, including data density, conviction, self-promotion, and reader-centricity.

Which AI clients can I use with this?

You can use this with any MCP-compatible client, including Claude, Cursor, and Windsurf.

Do I need to host this myself?

No. Vinkius hosts and manages the MCP for you. You just connect and use it.

How is 'authority' calculated?

It uses specific capabilities to look for evidence-based claims, absolute language, and the ratio of self-promotion to educational content.

Can I use this for posts other than LinkedIn?

While designed for LinkedIn authority, the linguistic metrics apply to any professional text you want to audit.

How does the customer-centricity ratio work?

The capability compares the frequency of audience-focused pronouns like 'you' and 'your' against author-focused pronouns such as 'I', 'we', or 'my'.

What counts as a data point?

The calculator identifies percentages (%), currency symbols ($ or €), and explicit numerical digits to determine the density of evidence in your text.

Can I analyze posts from other platforms?

While optimized for LinkedIn, the linguistic markers analyzed are applicable to any professional text-based content.

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Connect LinkedIn Authority Signal Calculator to your AI

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Turn qualitative LinkedIn posts into hard authority metrics.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

Waiting for input…

Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through LinkedIn Authority Signal Calculator.

01
Get data point density
Measures how much evidence-based information is in your text. It quantifies the density of facts and data points relative to your word count.
02
Get definitive statement count
Counts absolute language to measure conviction. This capability identifies how much certainty you project through your word choice.
03
Get self promotion ratio
Tracks brand mentions and personal pronouns to see if a post is educational or promotional. It flags when you're selling too hard.
04
Get customer centricity ratio
Calculates a ratio to show if your writing focuses on the reader or the author. It helps you determine if your content is helpful or purely ego-driven.

Real work

What teams actually run

Draft Auditing

Run a post through your AI client to check the self-promotion ratio before posting.

Tone Adjustment

Use the definitive statement count to see if you need to sound more or less certain.

Value Verification

Check data point density to ensure your posts aren't just fluff.

Audience Alignment

Use the customer-centricity ratio to confirm you are talking to your audience, not at them.

One connector, every AI

LinkedIn Authority Signal Calculator works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

Building your own app? The connector is yours to use.

You don't need a client to put LinkedIn Authority Signal Calculator to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

666ms average. Fast in production.

LinkedIn Authority Signal Calculator is checked daily against the live service.

Daily averagePeak 823ms

Oct 3Today

Fastest day: 546ms
Slowest day: 823ms
14-day trend: Stable0%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 4 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of LinkedIn Authority Signal Calculator, so you can see the experience inside your AI.

It does not authenticate your account with LinkedIn Authority Signal Calculator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

LinkedIn Authority Signal Calculator Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_vhMan6Vfy6E8rDWBIvCQ1orbt0T3pKFI9JL4eqd5/mcp

Claude Desktop

Follow the steps below to connect in seconds.

1In Claude Desktop, open Settings → Connectors.
2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
3Click Add and start a new chat — LinkedIn Authority Signal Calculator capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "linkedin-authority-signal-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_vhMan6Vfy6E8rDWBIvCQ1orbt0T3pKFI9JL4eqd5/mcp"
    }
  }
}

Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? Set up LinkedIn Authority Signal Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work LinkedIn Authority Signal Calculator owners hand off.

This is for professionals who want to move away from 'vibes-based' content creation toward data-backed authority.

01
Content Strategists
They hand off draft analysis to their agent to ensure brand alignment.
02
Founders and Executives
They use the metrics to audit their personal thought leadership posts.
03
Social Media Managers
They use the data to report on the quality and tone of company content.

FAQ

Questions LinkedIn Authority Signal Calculator owners ask.

01
What does this MCP actually measure?
It measures linguistic markers of authority, including data density, conviction, self-promotion, and reader-centricity.
02
Which AI clients can I use with this?
You can use this with any MCP-compatible client, including Claude, Cursor, and Windsurf.
03
Do I need to host this myself?
No. Vinkius hosts and manages the MCP for you. You just connect and use it.
04
How is 'authority' calculated?
It uses specific capabilities to look for evidence-based claims, absolute language, and the ratio of self-promotion to educational content.
05
Can I use this for posts other than LinkedIn?
While designed for LinkedIn authority, the linguistic metrics apply to any professional text you want to audit.
06
How does the customer-centricity ratio work?
The capability compares the frequency of audience-focused pronouns like 'you' and 'your' against author-focused pronouns such as 'I', 'we', or 'my'.
07
What counts as a data point?
The calculator identifies percentages (%), currency symbols ($ or €), and explicit numerical digits to determine the density of evidence in your text.
08
Can I analyze posts from other platforms?
While optimized for LinkedIn, the linguistic markers analyzed are applicable to any professional text-based content.

Explore

More in Social Media

Connect LinkedIn Authority Signal Calculator to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-04

Get data point density

Get definitive statement count

Get self promotion ratio

Get customer centricity ratio

What teams actually run

Draft Auditing

Tone Adjustment

Value Verification

Audience Alignment

Building your own app? The connector is yours to use.

LinkedIn Authority Signal Calculator Connector

Claude Desktop

Content Strategists

Founders and Executives

Social Media Managers

What does this MCP actually measure?

Which AI clients can I use with this?

Do I need to host this myself?

How is 'authority' calculated?

Can I use this for posts other than LinkedIn?

How does the customer-centricity ratio work?

What counts as a data point?

Can I analyze posts from other platforms?

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