MCP For Claude Marketplace
VTuber Clip Highlight Scorer

VTuber Clip Highlight Scorer MCP Connector for Claude

A+

A deterministic engine to evaluate the viral potential of VTuber stream clips.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner
More Details Connect to Claude

This MCP server provides a deterministic scoring engine designed to evaluate the viral potential of VTuber stream clips. By analyzing engagement metrics like Super Chat counts, chat velocity, and laugh emotes, it calculates a precise highlight score and normalizes it into a Score Per Minute (SPM). The engine then classifies clips into viral tiers (S, A, B, or C) to help content managers prioritize high-impact moments. Use calculate_highlight_potential to determine the viral tier and validate_clip_metrics to ensure engagement data is logically sound before scoring.

vtuberstreamingvideo-editingengagementanalytics

3 tools expose this connector's capabilities to your AI agent.

calculate_highlight_potential

Evaluates the viral intensity of a specific clip segment

get_tier_thresholds

Retrieves the current business rules for viral tier classifications

validate_clip_metrics

Verifies that the provided engagement metrics are logically sound

See how to talk to your AI agent using VTuber Clip Highlight Scorer.

Calculate the highlight potential for a 60-second clip with 5 Super Chats, 120 chat messages per minute, and 10 laugh emotes.

The clip has a highlight score of 81.0, a score per minute of 81.0, and is classified as B-Tier.

What is the viral tier for a clip with a score per minute of 550?

A score per minute of 550 results in an S-Tier classification.

Check if these metrics are valid: 10 Super Chats, 50 chat velocity, and -5 laugh emotes.

The metrics are invalid because laugh emote count cannot be negative.

The viral tier is determined by the Score Per Minute (SPM). Tiers are classified as S (Legendary), A (High Engagement), B (Moderate), or C (Standard) based on specific intensity thresholds.

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