{"jsonrpc":"2.0","serverInfo":{"name":"churnlens-mcp","version":"2.0.0"},"capabilities":{"tools":{"listChanged":false},"resources":{},"prompts":{}},"protocolVersion":"2024-11-05","tools":[{"name":"calculate_churn_rate","description":"Calculate net revenue retention (NRR), gross revenue retention (GRR), revenue churn and implied customer lifetime from one period's MRR movements. Also reports the NRR-minus-GRR spread, which reveals how much churn is being masked by expansion revenue."},{"name":"analyze_revenue_concentration","description":"Assess customer concentration risk across a book of revenue using the Herfindahl-Hirschman Index (HHI), top-N share and whale detection. Answers the question every acquirer asks first: how much revenue walks out with one logo?"},{"name":"detect_zombie_mrr","description":"Identify dormant-but-paying accounts — revenue that still counts in MRR but whose customers have stopped showing up. Zombie revenue is one renewal notice from cancelling and is invisible to standard revenue dashboards."},{"name":"score_saas_health","description":"Score a SaaS business 0-100 across five dimensions — retention, growth, concentration, efficiency and durability — and return the composite. Every mapping is published, so the score can be reconstructed by hand."},{"name":"calculate_ltv","description":"Calculate gross-margin-adjusted customer lifetime value, the LTV:CAC ratio and CAC payback in months. Omitting gross margin yields lifetime revenue rather than lifetime value — usually a third of the number."},{"name":"get_scoring_bands","description":"Return the scoring thresholds ChurnLens applies to NRR, revenue concentration and the composite health score. These are bands, not measured benchmark data — the sourced benchmark figures are cited at https://churnlens.site/benchmarks."}],"_meta":{"homepage":"https://churnlens.site","contact":"support@churnlens.site","install":{"claude_desktop":"npx mcp-remote https://churnlens.site/api/mcp","cursor":"https://churnlens.site/api/mcp","manifest":"https://churnlens.site/.well-known/mcp.json"}}}