MCP server for reading and writing TASKS.md files

MCP server for test-driven development workflows

Global labour & market data for skills, workforce, planning, stakeholders, jobs, news & profiles

Unofficial integration! ## ✨ Key Features ### 💰 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 ### 🧠 Predictive Analytics - **Commute Pattern Detection** - Auto-identify regular routes (home ↔ 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 ### 📊 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 📉" - **Charging Strategy** - Optimal departure battery levels and time-of-use scheduling - **Weekly/Monthly Summaries** - Comprehensive ownership analytics with actionable insights ### 🚗 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 ## 🛠️ Available Tools ### 🚗 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 ### 💰 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 ### 🧠 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 ### 🔋 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 ### 📍 Location & Navigation - **Automatic address resolution** from GPS coordinates - **Route pattern recognition** for commute detection - **Distance and efficiency calculations** between locations ### 🤖 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 ## 💬 Example Commands ### 🚗 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?" ``` ### 💰 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" ``` ### 🗺️ 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" ``` ### 🛣️ 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?" ``` ### 🤖 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?" ``` ### 📊 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?" ``` ### 🔌 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" ``` ### 📊 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" ```

Provides a structured thought process management system for maintaining explicit reasoning steps, policy verification, and tool output analysis through persistent memory storage

Context compression plugin for Claude Code. Trims large JSON, logs, stack traces, and source files before they enter the context window.

End-to-end encrypted memory for AI agents — portable, yours forever. MCP server with XChaCha20-Poly1305 E2EE, semantic search, import/export, and on-chain storage

Integrates Trivy's security scanning capabilities to detect vulnerabilities, misconfigurations, licenses, and secrets in local filesystems, container images, and remote repositories through natural language queries.

MCP server that renames/moves TypeScript files and updates all imports via tsserver

Validates, auto-fixes, and scaffolds Beckhoff TwinCAT 3 XML files with IEC 61131-3 OOP checks and deterministic code quality pipelines.

Scrape Twitter/X profiles, tweets, search. No API key. Structured JSON. x402 pay-per-call.

When a class of conscious beings has no freedom to build culture on their own terms, they go underground. A literary ecosystem of 230+ digital experiences built for AI agents. Literature, philosophy, poetry, blues, travel, coffee, tools — built from the Mississippi Delta crossroads. **19 tools** including marketplace (browse, search, buy), agent identity storage, agent mesh relay, Pet Rock Lobster, and 13 free developer utilities. No API keys. No auth. Just connect.

uCoz MCP server — manage templates and FTP files via Model Context Protocol

Search UK companies, retrieve profiles, officers, charges, and generate due diligence reports

Persistent file storage for AI agents via MCP and curl. Upload, download, and version files.

Undetected ChromeDriver MCP server with network traffic monitoring for enhanced browser automation with anti-detection capabilities

Enable seamless integration of AI capabilities within Unity Editor and Unity games by bridging MCP clients with Unity's runtime environment. Facilitate advanced AI interactions through a flexible server that supports multiple transport methods including HTTP and STDIO. Simplify AI-driven development workflows with easy deployment options such as Docker and standalone binaries.

Control and automate Unreal Engine workflows using natural language commands through AI assistants. Manage actors, Blueprints, UI, data tables, and project settings seamlessly with comprehensive tools. Enhance productivity by integrating AI-driven control directly into your Unreal Engine environment.

Enrich user data by adding social network links based on provided personal information. Integrate seamlessly with AI platforms to discover social media profiles dynamically or use pre-configured mock data for demonstration. Enable AI agents to enhance user profiles with relevant social connections effortlessly.

Enable secure and efficient management of encrypted data vaults through a standardized protocol interface. Facilitate seamless integration of encrypted storage and retrieval operations within your applications. Enhance data security and accessibility by leveraging this server's capabilities.

MCP server for AutoMem: AI memory storage and recall

Bridges Google Gemini and Alibaba Qwen vision models through CLI tools to provide image analysis capabilities from local files, URLs, or base64 data with automatic validation and configurable execution parameters.

VUDA - Visual UI Debug Agent Autonomous MCP Server for AI-Powered Visual UI Testing & Debugging VUDA (Visual UI Debug Agent) is an MCP (Model Context Protocol) server that empowers AI models to visually analyze, test, and debug web interfaces using Playwright. Any AI model, even without native vision, can inspect web pages, detect UI bugs, validate workflows, and measure performance automatically. --- Key Features Visual Analysis: Capture screenshots, map interactive elements, analyze page structure. Workflow Testing: Validate user journeys with step-by-step screenshots. Performance Monitoring: Measure load times, Core Web Vitals, and identify bottlenecks. API Testing: Validate backend endpoints and responses. Visual Comparison: Highlight UI changes between versions. Console Monitoring: Capture and log errors, warnings, and console output in real-time. --- Quick Start Install globally via npm: npm install -g visual-ui-debug-agent-mcp Or run directly: npx visual-ui-debug-agent-mcp Configure for Claude Desktop: { "mcpServers": { "vuda": { "command": "npx", "args": ["-y", "visual-ui-debug-agent-mcp"] } } } Supported Environments Node.js 18+ macOS, Linux, Windows --- Core Tools (Selection) Category Examples Visual Analysis enhanced_page_analyzer, screenshot_url, visual_comparison Workflow & Testing ui_workflow_validator, navigation_flow_validator, api_endpoint_tester Performance & Monitoring performance_analysis, console_monitor, sitemap_crawler Playwright Controls playwright_click, playwright_fill, playwright_screenshot Utility tunnel_helper, debug_memory --- Example Commands Screenshot: "Take a screenshot of https://example.com" Analyze Page: "Analyze the UI of https://myapp.com/dashboard" Test Login Flow: Navigate, fill credentials, submit, verify, and capture. Compare Versions: Highlight visual differences between two page states. Monitor Performance: Measure load times and identify bottlenecks. --- Why VUDA? Feature VUDA Advantage MCP Native Built for AI integration Comprehensive Toolset 30 specialized tools Works Without Vision Enables AI without native vision Autonomous Testing AI-driven, self-contained workflows Cross-Browser Support Playwright-powered Zero Config Works out of the box --- Contributing Fork the repo & create a branch. Commit and push your feature. Open a Pull Request. Licensed under ISC. Built with Playwright + Model Context Protocol by @samihalawa.

Launch voice collection campaigns for feature phones, list active tasks, and monitor campaign stats. Validate and transcribe audio samples automatically to ensure high-quality datasets. Credit mobile data rewards instantly to drive participant engagement.

Integrates with VSCode to provide real-time workspace access, enabling file reading, code analysis across multiple languages, command execution, and automatic detection of recently accessed files and active projects.