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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
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Use Accelerator Application Quality Score with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Get instant, data-driven quality scores for your portfolio.

Included with plan

Ask AI about this Connector

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 3 capabilities

The complete Accelerator Application Quality Score capability set.

These are the exact actions your AI can choose when you ask it to work with Accelerator Application Quality Score.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Accelerator Application Quality Score.

  1. 01

    Compare applications

    Use this capability to evaluate the relative quality of multiple applications. It helps you rank or shortlist startups based on their scores.

  2. 02

    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.

  3. 03

    Get dimension benchmarks

    Check performance thresholds with this capability. It retrieves the specific scores that define 'weak' versus 'strong' performance for every dimension.

Observed, not estimated

764ms average. Fast in production.

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

Daily averagePeak 1062ms
Aug 24Today
Fastest day
680ms
Slowest day
1062ms
14-day trend
Improving-9%

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.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 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

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'.

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