MCP For Claude Marketplace
Org Design Ratio Calculator

Org Design Ratio Calculator MCP Connector for Claude

A+

Analyze organizational efficiency by comparing headcount ratios against industry benchmarks.

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

This MCP server provides a quantitative analysis engine for identifying structural gaps in scaleup organizations. By using tools like evaluate_span_of_control, evaluate_gtm_efficiency, evaluate_cs_coverage, and evaluate_ga_overhead, leaders can compare their current headcount distribution against established SaaS industry benchmarks (such as SaaStr and Bain). It helps identify management bloat, engineering-to-sales imbalances, insufficient customer success coverage, or excessive G&A overhead.

org-designsaasheadcountbenchmarksefficiency

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

evaluate_cs_coverage

Verify if CS headcount is sufficient for the customer segment

evaluate_ga_overhead

Monitor G&A growth relative to total headcount

evaluate_gtm_efficiency

Assess Engineering vs Sales balance based on GTM motion

evaluate_span_of_control

Determine if the current manager-to-IC ratio is healthy

See how to talk to your AI agent using Org Design Ratio Calculator.

Our company has 10 managers and 70 individual contributors. Is our span of control healthy?

Your current ratio is 7.0, which falls within the optimal range of 6 to 8.

We have 50 engineers and 20 sales reps using a PLG motion. How is our efficiency?

Your current Engineering-to-Sales ratio is 2.5, with a benchmark gap of -0.5 compared to the PLG standard.

We have 5 CS managers for 200 Enterprise customers. Are we under-resourced?

Your ratio is 40 customers per CSM. This is below the benchmark for the Enterprise segment, indicating you are likely overburdened.

The target range for high-performing scaleups is typically between 6 and 8 individual contributors per manager.

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