Tessie Vehicle Insights
MCP ServerFreeUnofficial integration! ## β¨ Key Features ### π° Financial Intelligence - **Smart Charging Cost Analysis** - Track home vs Supercharger vs public charging costs - **Trip Cost Optimization** - Calculate real trip costs with gas vehicle comparisons - **Money-Saving Recommendations** - "Shift to off-
Capabilities5 decomposed
smart charging cost analysis
Medium confidenceThis capability analyzes charging costs by comparing home, Supercharger, and public charging expenses. It uses a data aggregation approach to pull in historical charging data and applies cost algorithms to provide users with insights on where they can save money on charging. The integration with Tesla's API allows for real-time data access, enabling accurate and timely recommendations.
Utilizes real-time data from the Tesla API to provide dynamic cost analysis rather than relying on static historical data.
More comprehensive than basic cost calculators as it integrates real-time vehicle data for accurate insights.
trip cost optimization
Medium confidenceThis capability calculates the total cost of trips by comparing electric vehicle costs against traditional gas vehicle expenses. It employs a predictive model that factors in distance, energy consumption, and local fuel prices to provide users with a clear cost comparison. The integration with driving history allows for personalized trip cost estimates based on past behavior.
Incorporates real-time fuel pricing data alongside vehicle-specific consumption metrics for precise cost estimations.
Offers a more tailored cost analysis than generic trip calculators by leveraging historical driving data.
commute pattern detection
Medium confidenceThis capability automatically identifies regular commuting routes by analyzing historical driving data. It employs machine learning techniques to detect patterns in the user's driving habits, allowing for the generation of insights about efficiency and potential improvements. The integration with location data ensures that the analysis is contextually relevant.
Utilizes advanced pattern recognition algorithms to automatically detect and analyze commuting habits rather than relying on manual input.
More accurate than manual tracking methods, as it leverages comprehensive driving history for insights.
efficiency trend analysis
Medium confidenceThis capability tracks and analyzes driving efficiency trends over time by evaluating metrics such as energy consumption, speed, and route characteristics. It uses statistical analysis to provide users with confidence scores on their driving habits, allowing for data-driven decisions on improving efficiency. The integration with weather data further enhances the analysis by accounting for external factors.
Combines driving data with external weather conditions to provide a holistic view of efficiency trends.
Offers deeper insights than standard efficiency trackers by incorporating environmental factors.
smart charging reminders
Medium confidenceThis capability generates intelligent reminders for optimal charging times based on user-defined parameters and historical charging patterns. It uses a priority-based alert system that considers off-peak rates and user schedules to suggest the best times to charge. The integration with Tesla's real-time data ensures that reminders are timely and relevant.
Utilizes a context-aware alert system that adapts to user behavior and preferences for personalized reminders.
More tailored than generic reminder systems, as it factors in real-time data and user habits.
Capabilities are decomposed by AI analysis. Each maps to specific user intents and improves with match feedback.
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Best For
- βTesla owners looking to optimize charging expenses
- βTesla drivers planning long trips
- βDaily commuters using Tesla vehicles
- βTesla owners interested in optimizing their driving efficiency
- βTesla owners looking to save on charging costs
Known Limitations
- β Requires access to Tesla API, which may have rate limits on data requests
- β Accuracy depends on current fuel prices and driving patterns, which may vary
- β Requires sufficient historical data to identify patterns accurately
- β Dependent on accurate weather data and driving history for meaningful insights
- β Requires user input for preferences and may not account for sudden changes in schedule
Requirements
Input / Output
UnfragileRank
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Repository Details
About
Unofficial integration! ## β¨ Key Features ### π° Financial Intelligence - **Smart Charging Cost Analysis** - Track home vs Supercharger vs public charging costs - **Trip Cost Optimization** - Calculate real trip costs with gas vehicle comparisons - **Money-Saving Recommendations** - "Shift to off-peak charging to save $45/month" - **Environmental Impact Tracking** - CO2 savings and tree-planting equivalents ### π§ Predictive Analytics - **Commute Pattern Detection** - Auto-identify regular routes (home β work) - **Efficiency Trend Analysis** - Track route performance over time - **FSD Usage Estimation** - Predict autopilot usage from driving patterns - **Future Trip Planning** - Cost estimates and charging strategy for upcoming trips ### π Advanced Insights - **Efficiency Trends** - Weekly/monthly/seasonal efficiency analysis with confidence scoring - **Weather Impact Analysis** - Hot/cold weather penalties with optimization tips - **Speed Factor Analysis** - Highway vs city efficiency with optimal speed recommendations - **Smart Charging Reminders** - Priority-based alerts with cost savings calculations - **Time Pattern Detection** - Best/worst days and times for efficient driving - **Route Optimization** - "Your Santa Rosa commute efficiency is declining π" - **Charging Strategy** - Optimal departure battery levels and time-of-use scheduling - **Weekly/Monthly Summaries** - Comprehensive ownership analytics with actionable insights ### π Complete Tesla Data Access - **Real-time Vehicle State** - Battery, location, climate, locks, speed - **Historical Driving Data** - Trips, mileage, efficiency, routes - **Charging Analytics** - Sessions, costs, locations, optimization - **Smart VIN Resolution** - Automatically detects your active vehicle ## π οΈ Available Tools ### π Vehicle Information & Status - **get_vehicles** - List all vehicles in your Tessie account - **get_vehicle_current_state** - Get comprehensive vehicle status with location address - **get_driving_history** - Get driving history and trip data - **get_weekly_mileage** - Calculate total miles driven in a specific period ### π° Financial & Cost Analysis - **analyze_charging_costs** - Comprehensive charging cost analysis by location type - **calculate_trip_cost** - Calculate cost and environmental impact of completed trips - **estimate_future_trip** - Plan charging strategy and costs for upcoming trips ### π§ Intelligence & Analytics - **analyze_latest_drive** - Detailed analysis of recent drive with FSD prediction - **analyze_commute_patterns** - Detect regular routes with efficiency trends - **analyze_efficiency_trends** - Comprehensive efficiency analysis with weather/speed/time factors - **get_smart_charging_reminders** - Intelligent charging optimization with cost savings - **natural_language_query** - Process natural language queries about vehicle data ### π Battery & Charging - **Smart charging cost tracking** with home vs Supercharger vs public analysis - **Money-saving recommendations** based on usage patterns - **Time-of-use optimization** for peak/off-peak charging rates ### π Location & Navigation - **Automatic address resolution** from GPS coordinates - **Route pattern recognition** for commute detection - **Distance and efficiency calculations** between locations ### π€ Predictive FSD Detection - **Highway speed consistency analysis** for autopilot estimation - **Route-based FSD probability** using driving patterns - **Efficiency comparison** between predicted FSD and manual driving ## π¬ Example Commands ### π Vehicle Status & Location ``` "What's my Tesla's current battery level?" "Where is my car parked right now?" "Show me my vehicle status" "Is my Tesla locked?" "What's the climate temperature?" ``` ### π° Cost Analysis & Optimization ``` "How much did I spend on charging last month?" "Analyze my charging costs by location" "Calculate the cost of my trip to Santa Rosa" "How much money am I saving vs a gas car?" "Show me my Supercharger vs home charging breakdown" ``` ### πΊοΈ Trip Planning & Analysis ``` "Estimate the cost for a 300-mile trip with 65% battery" "Analyze my latest drive" "How efficient was my commute this week?" "Plan charging stops for my trip to Los Angeles" ``` ### π£οΈ Commute & Route Intelligence ``` "Detect my regular commute patterns" "Which of my routes is most efficient?" "Show me my weekly driving patterns" "How much do my commutes cost per week?" "Is my route efficiency improving or declining?" ``` ### π€ FSD & Autopilot Analysis ``` "How much autopilot did I use this week?" "Analyze my FSD usage patterns" "Compare my manual vs autopilot efficiency" "What percentage of my highway driving was on FSD?" ``` ### π Advanced Analytics & Efficiency ``` "Analyze my driving efficiency trends over the past 6 weeks" "Show me how weather affects my Tesla's efficiency" "Which days of the week am I most efficient?" "Compare my highway vs city driving efficiency" "What are my efficiency trends - improving or declining?" ``` ### π Smart Charging & Optimization ``` "Give me smart charging reminders for tonight" "Should I charge now or wait for off-peak hours?" "What's my optimal charging schedule this week?" "How much can I save with better charging timing?" "Check if I need to charge before my 200-mile trip tomorrow" ``` ### π Comprehensive Analytics ``` "Give me a comprehensive monthly summary" "What are my most expensive charging locations?" "Compare this month's efficiency to last month" "Show me my driving patterns and optimization tips" ```
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