Enterprise Seat Expansion Analytics

Enterprise Seat Expansion Analytics MCP Connector for Claude

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Calculate seat growth, adoption trends, and expansion opportunities.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner

This MCP server provides a specialized analytics engine for enterprise account growth. It allows AI agents to calculate seat expansion rates, track seat adoption velocity, and identify high-potential expansion opportunities. Using tools like calculate_expansion_metrics, analyze_account_trend, identify_expansion_opportunities, and evaluate_adoption_depth, agents can monitor how deeply a product is embedded within an organization by analyzing department adoption and use case spread.

growthexpansionseatsadoptionmetrics

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

analyze_account_trend

] Determine the direction and velocity of seat adoption

calculate_expansion_metrics

Calculate high-level growth performance metrics over a specific period

evaluate_adoption_depth

Assess product embedding via departmental and use-case spread

identify_expansion_opportunities

Identify accounts primed for additional seat purchases

See how to talk to your AI agent using Enterprise Seat Expansion Analytics.

What was the expansion rate for an account that went from 50 to 75 seats in 6 months?

The expansion rate for this account is 50%.

Is this account showing an increasing trend in seat adoption? History: [{"seatCount": 10, "monthIndex": 1}, {"seatCount": 25, "monthIndex": 2}]

Yes, the trend is increasing with an average monthly velocity of 15 seats.

Identify expansion opportunities for an account with 100 seats, 95% utilization, and met expansion triggers.

The opportunity score is high, and the recommendation is to initiate an expansion conversation immediately due to high utilization.

You can use the `calculate_expansion_metrics` tool by providing the initial seats, current seats, and the time period in months.

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