RetentionCheck
Diagnose subscription churn by connecting Stripe or SQL sources and getting AI-ranked drivers plus actionable fixes from your agent.
Overview
RetentionCheck MCP is a grow-phase MCP server that analyzes subscription churn from Stripe or SQL sources and returns AI-ranked drivers and fixes.
What is this MCP server?
- RetentionCheck MCP (npm @retentioncheck/mcp-server) for churn and retention analysis
- Ingest Stripe, Postgres, MySQL, or pasted cancellation feedback
- AI-ranked churn drivers and suggested fixes via Anthropic-powered analyze tools
- Publisher tags include churn, retention, saas, stripe, postgres, mysql, subscription-analytics
- Example analysis path works without ANTHROPIC_API_KEY; full analyze_* tools require it
- Server version 0.6.2 on npm @retentioncheck/mcp-server
- Data sources: Stripe, Postgres, MySQL, or pasted feedback per registry
- Publisher registry tags include churn, retention, saas, stripe, postgres, mysql
What problem does it solve?
Founders see cancellations in Stripe or SQL but struggle to turn raw churn into ranked causes and concrete product fixes without a data team.
Who is it for?
Indie SaaS with Stripe or SQL subscription data who want MCP-driven churn diagnosis and fix ranking inside their coding agent.
Skip if: Pre-revenue ideas with no billing data, teams forbidding LLM analysis on customer records, or orgs needing enterprise BI instead of focused churn tooling.
What do I get? / Deliverables
After connecting data credentials and optional Anthropic key, your agent can run churn analyses and surface prioritized drivers and remediation ideas in-session.
- Churn analyses from Stripe, SQL, or pasted cancellation text
- AI-ranked churn drivers with suggested product or offer fixes
- Example analysis output for onboarding without full API spend
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Journey fit
After launch, retention metrics decide whether a solo SaaS compounds; this MCP fits grow because it turns cancellations into prioritized product work. Analytics is the right shelf for churn pulls, driver ranking, and fix recommendations rather than one-off support tickets.
How it compares
Churn analytics MCP with Stripe/SQL ingest, not a marketing attribution or Meta ads server.
Common Questions / FAQ
Who is RetentionCheck MCP for?
It is for solo and small-team SaaS builders who track subscriptions in Stripe or SQL and want agent-assisted churn driver analysis.
When should I use RetentionCheck MCP?
Use it in grow analytics when cancellation volume rises, you have feedback or billing data ready, and you need ranked drivers before changing pricing or product scope.
How do I add RetentionCheck MCP to my agent?
Install @retentioncheck/mcp-server from npm, configure stdio in your MCP client, set ANTHROPIC_API_KEY for analyze tools, and add STRIPE_SECRET_KEY or SQL access as needed for your data source.