10 actions in 10 pieces of software · ranked by words, meaning and measured trust · 647 ms

1. 1Shopify Partner Agentfound in code, not yet checkedno passport yet

   MCP serverrushikeshmore/shopify-partner-agent

   • get_growth_velocity

     Get week-over-week growth trends with acceleration signals.

2. 2ai-growthfound in code, not yet checkedno passport yet
   • add_direction

     Add a growth direction. New long-term directions REQUIRE user confirmation — pass confirmed=true only after user explicitly agrees.

3. 3gtm-product-led-growthverified and signedpassport

   skillgithub/awesome-copilotrecord

   • gtm-product-led-growth

     Build self-serve acquisition and expansion motions. Use when deciding PLG vs sales-led, optimizing activation, driving freemium conversion, building growth equations, or recognizing when product complexity demands human touch. Includes the parallel test where sales-led won 10x on revenue.

4. 4Growth Servicesverified and signedpassport

   APIrecord

   • GET /hyperparameter

     Get hyperparameters

5. 5growth-loopsverified and signedpassport

   skillphuryn/pm-skillsrecord

   • growth-loops

     Identify growth loops (flywheels) for sustainable traction. Evaluates 5 loop types: Viral, Usage, Collaboration, User-Generated, and Referral. Use when designing growth mechanisms, building product-led traction, or understanding how growth loops work.

6. 6saas-revenue-growth-metricsverified and signedpassport

   skilldeanpeters/product-manager-skillsrecord

   • saas-revenue-growth-metrics

     Calculate SaaS revenue, retention, and growth metrics. Use when diagnosing momentum, churn, expansion, or product-market-fit signals.

7. 7growth-logverified and signedpassport

   skillaffaan-m/eccrecord

   • growth-log

     Write growth log entries that extract reusable patterns from completed work — root cause, transferable rule, and a recognizable signal — instead of diary-style event narration, with a 4-8 sentence template and merge-duplicates discipline. Use when capturing what was learned after a complex task, deb

8. 8grovic-componentsfound in code, not yet checkedno passport yet

   MCP servergrovic-data/grovic-components

   • reports_growth_rate

     Get revenue or profit growth rate comparing current period to previous period. Supports monthly, quarterly, or yearly comparison periods. Returns growth percentage and trend direction.

9. 9finnberryfound in code, not yet checkedno passport yet

   MCP serverbckenstler/finnberry

   • query-growth-records

     Query growth records with custom date range and pagination. Returns raw records with optional summary statistics.

10. 10GrowthMCPfound in code, not yet checkedno passport yet
    • get_metric_definition

      Return a concise definition and calculation formula for a growth metric.