Habit Streak Projection

Habit Streak Projection MCP Connector for Claude

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Predict habit achievement, streak longevity, and recovery strategies.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner

This MCP server provides a predictive modeling engine for habit formation. It uses a stochastic process model to calculate the probability of reaching specific milestones using project_milestone_success, estimates how much longer a current streak will last with estimate_streak_survival, provides actionable behavioral advice via get_recovery_plan, and projects the timeline for compounding benefits using calculate_benefit_timeline.

habitsproductivitybehavioralpredictionwellness

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

calculate_benefit_timeline

Calculates the non-linear compounding benefits of a habit

estimate_streak_survival

Estimates how much longer the current streak is likely to last

get_recovery_plan

Provides a behavioral strategy to restart or maintain a habit

project_milestone_success

Calculates the probability of reaching a target milestone

See how to talk to your AI agent using Habit Streak Projection.

What is the likelihood I will reach my goal of 30 consecutive days of exercising?

The probability of reaching your 30-day milestone is 65%, with an expected 22 days until the next potential failure.

How much longer is my current 10-day streak likely to last?

Your current streak has a survival probability of 78% for the next day, with an expected additional duration of 12 days.

I just broke a 15-day streak. How should I adjust my behavior to restart?

Since you had a significant streak, it is recommended to use Resilience training to focus on the restart rather than the loss.

Predictions are based on a stochastic model that weighs your current streak momentum against historical failure rates and habit difficulty.

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