MCP For Claude Marketplace
Template Reuse Calculator

Template Reuse Calculator MCP Connector for Claude

A+

Quantify token savings by measuring prompt alignment with base templates.

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

This MCP server provides deterministic tools to measure how closely a set of prompts matches a predefined structural skeleton. By using calculate_reuse_metrics, you can determine the exact number of tokens saved when reusing a template. You can also use get_similarity_report to inspect individual match ratios or validate_template_structure to ensure a template is suitable for optimization.

tokenstemplatesefficiencysimilarityoptimization

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

validate_template_structure

calculate_reuse_metrics

get_similarity_report

See how to talk to your AI agent using Template Reuse Calculator.

Calculate the reuse metrics for these prompts: ['Hello world', 'Hello world!'] with base template 'Hello world'

baseTemplateTokens: 11, reusablePromptsCount: 1, tokensSavedPerReuse: 2.75, totalTokensSaved: 2.75, reuseRate: 0.5

Is this template valid for optimization? 'Hi'

isValid: false, reason: Template is too short

Get a similarity report for ['Test prompt'] against 'Test template'

matchRatios: [0.428], isReusable: [false]

Similarity is determined by counting characters that are identical at the exact same index between the prompt and the base template.

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