What metrics does this MCP use to score a startup?

The MCP assesses core business metrics, including problem clarity, solution uniqueness, team completeness, traction evidence, and market size validation. These metrics form the basis of the quality score.

Can I use this to compare multiple companies?

Yes. You use the compare_applications capability to evaluate multiple pitches. It ranks them and provides an average score and score spread for comparison.

Is this capability just a simple scoring system?

No. It's a diagnostic engine. After giving a score, it provides a full report, flags specific weak areas, and offers strategic recommendations for improvement.

What does 'traction evidence' mean in this scoring?

Traction evidence refers to quantifiable proof of market interest. The MCP uses this metric to assess if the startup has concrete proof of user growth or revenue.

Do I need to know the scoring rules beforehand?

You don't. You can use the get_dimension_benchmarks capability to retrieve the specific performance thresholds, which tells you what scores are considered 'weak' versus 'strong'.

How is the quality score calculated?

The score is an aggregate of all input dimensions. If isApplicationComplete is false, the final score is heavily penalized to reflect the lack of evidentiary support.

Can I compare multiple startup applications at once?

Yes, you can use the compare_applications capability to evaluate the relative quality of multiple applications, providing a rank list, average score, and score spread.

What happens if a dimension score is low?

If a dimension falls below the threshold defined in get_dimension_benchmarks, it will be flagged as a weak area, and the capability will provide specific improvement recommendations.

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Connect Accelerator Application Quality Score 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. Get instant, data-driven quality scores for your portfolio.

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Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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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 · 3 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Accelerator Application Quality Score.

01
Calculate application score
This capability provides a quantitative and qualitative assessment of a single accelerator application. You get a full report, a quality score, and specific improvement recommendations.
02
Compare applications
Use this capability to evaluate the relative quality of multiple applications. It helps you rank or shortlist startups based on their scores.
03
Get dimension benchmarks
Check performance thresholds with this capability. It retrieves the specific scores that define 'weak' versus 'strong' performance for every dimension.

Real work

What teams actually run

Initial Deal Flow Screening

You receive 50 applications in a week. Use the MCP to score them all and immediately filter out the low-potential pitches.

Pitch Deck Feedback

A founder asks, 'How good is our pitch?' Use the MCP to score their application and generate a report with actionable recommendations.

Portfolio Review

You need to compare two companies in your portfolio. Use the MCP to rank them and see which one has a stronger overall profile.

Setting Internal Standards

Before grading, you use the MCP to check the benchmarks, ensuring your team is grading against the same objective standards.

Automate a task

Put Accelerator Application Quality Score to work on one thing.

Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.

One connector, every AI

Accelerator Application Quality Score 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 Accelerator Application Quality Score 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

843ms average. Fast in production.

Accelerator Application Quality Score is checked daily against the live service.

Daily averagePeak 1237ms

Oct 3Today

Fastest day: 655ms
Slowest day: 1237ms
14-day trend: Slowing+45%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 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 Accelerator Application Quality Score, so you can see the experience inside your AI.

It does not authenticate your account with Accelerator Application Quality Score. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Accelerator Application Quality Score Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_jzP4NK1jm33dd0NP6aFfcuMCufj9juqr2jZ0gJ25/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 — Accelerator Application Quality Score capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "accelerator-application-quality-score-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_jzP4NK1jm33dd0NP6aFfcuMCufj9juqr2jZ0gJ25/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 Accelerator Application Quality Score in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Accelerator Application Quality Score owners hand off.

This MCP is built for professionals who evaluate early-stage companies. If your job involves reviewing pitch decks, assessing market viability, or managing a portfolio of startups, this capability gives you an objective scoring mechanism. It moves your evaluation process beyond subjective opinion.

01
Venture Capital Analyst
Use it to grade incoming deal flow and identify which companies meet your firm's investment criteria.
02
Accelerator Program Manager
Run it to assess the quality of applications and provide structured feedback to participants.
03
Startup Consultant
Use it to benchmark client businesses against industry standards and pinpoint areas for immediate improvement.

FAQ

Questions Accelerator Application Quality Score owners ask.

01
What metrics does this MCP use to score a startup?
The MCP assesses core business metrics, including problem clarity, solution uniqueness, team completeness, traction evidence, and market size validation. These metrics form the basis of the quality score.
02
Can I use this to compare multiple companies?
Yes. You use the compare_applications capability to evaluate multiple pitches. It ranks them and provides an average score and score spread for comparison.
03
Is this capability just a simple scoring system?
No. It's a diagnostic engine. After giving a score, it provides a full report, flags specific weak areas, and offers strategic recommendations for improvement.
04
What does 'traction evidence' mean in this scoring?
Traction evidence refers to quantifiable proof of market interest. The MCP uses this metric to assess if the startup has concrete proof of user growth or revenue.
05
Do I need to know the scoring rules beforehand?
You don't. You can use the get_dimension_benchmarks capability to retrieve the specific performance thresholds, which tells you what scores are considered 'weak' versus 'strong'.
06
How is the quality score calculated?
The score is an aggregate of all input dimensions. If isApplicationComplete is false, the final score is heavily penalized to reflect the lack of evidentiary support.
07
Can I compare multiple startup applications at once?
Yes, you can use the compare_applications capability to evaluate the relative quality of multiple applications, providing a rank list, average score, and score spread.
08
What happens if a dimension score is low?
If a dimension falls below the threshold defined in get_dimension_benchmarks, it will be flagged as a weak area, and the capability will provide specific improvement recommendations.

Explore

More in Business Intelligence

Connect Accelerator Application Quality Score 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.

01-03

Calculate application score

Compare applications

Get dimension benchmarks

What teams actually run

Initial Deal Flow Screening

Pitch Deck Feedback

Portfolio Review

Setting Internal Standards

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

Accelerator Application Quality Score Connector

Claude Desktop

Venture Capital Analyst

Accelerator Program Manager

Startup Consultant

What metrics does this MCP use to score a startup?

Can I use this to compare multiple companies?

Is this capability just a simple scoring system?

What does 'traction evidence' mean in this scoring?

Do I need to know the scoring rules beforehand?

How is the quality score calculated?

Can I compare multiple startup applications at once?

What happens if a dimension score is low?

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