{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-trackmage","slug":"trackmage","name":"TrackMage","type":"mcp","url":"https://github.com/trackmage/trackmage-mcp-server","page_url":"https://unfragile.ai/trackmage","categories":["mcp-servers"],"tags":[],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-trackmage__cap_0","uri":"capability://tool.use.integration.real.time.shipment.tracking.via.unified.carrier.api","name":"real-time shipment tracking via unified carrier api","description":"Integrates with the TrackMage API to provide real-time shipment status updates across multiple carriers (USPS, UPS, FedEx, DHL, etc.) through a single standardized interface. The MCP server abstracts carrier-specific API differences, normalizing tracking data into a consistent schema that clients can query without managing individual carrier integrations. Polling and webhook mechanisms enable both on-demand and event-driven tracking updates.","intents":["I need to track a shipment across multiple carriers without building separate integrations for each","I want to display real-time tracking status in my application without managing carrier API credentials","I need to receive notifications when shipment status changes across all my carriers","I want to build a logistics dashboard that shows unified tracking data from heterogeneous carriers"],"best_for":["e-commerce platforms managing multi-carrier fulfillment","logistics aggregators consolidating tracking data","shipping software vendors integrating carrier tracking","teams building customer notification systems for order tracking"],"limitations":["Tracking data freshness depends on carrier API update frequency (typically 15-60 minute delays)","Some carriers have rate limits on tracking queries (e.g., USPS allows ~1000 queries/day)","Historical tracking data retention varies by carrier (typically 30-90 days)","Tracking accuracy degrades for international shipments with customs holds"],"requires":["TrackMage API account with valid credentials","MCP client implementation (Claude Desktop, custom MCP host, or compatible tool)","Network connectivity to TrackMage API endpoints","Carrier accounts or TrackMage carrier partnerships for tracking access"],"input_types":["tracking_number (string)","carrier_code (string, e.g., 'usps', 'ups', 'fedex')","shipment_id (string, optional for TrackMage-managed shipments)"],"output_types":["structured tracking_data (JSON with status, location, timestamps, events)","tracking_events (array of status updates with timestamps)","carrier_metadata (carrier name, service type, estimated delivery)"],"categories":["tool-use-integration","logistics-api"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-trackmage__cap_1","uri":"capability://tool.use.integration.shipment.creation.and.label.generation.with.carrier.selection","name":"shipment creation and label generation with carrier selection","description":"Enables programmatic shipment creation through the TrackMage API with automatic carrier selection based on weight, destination, and service level. The MCP server handles label generation in multiple formats (PDF, PNG, ZPL) and manages carrier-specific requirements (dimensional weight, hazmat declarations, signature requirements). Integration with carrier APIs ensures labels are immediately valid for pickup and tracking.","intents":["I want to create a shipment and generate a carrier label without manually logging into each carrier's portal","I need to automatically select the cheapest carrier based on shipment dimensions and destination","I want to generate labels in different formats depending on my printer setup (thermal vs inkjet)","I need to create shipments programmatically from my order management system"],"best_for":["e-commerce fulfillment automation systems","shipping software integrating label generation","multi-carrier shipping platforms","teams automating order-to-shipment workflows"],"limitations":["Label generation requires valid carrier accounts with TrackMage (not all carriers supported)","Dimensional weight calculations vary by carrier; TrackMage uses carrier-specific rules","Some carriers require pre-negotiated rates; default rates may not reflect negotiated pricing","Label reprinting after carrier pickup may incur fees or be blocked by carrier"],"requires":["TrackMage API account with carrier integrations enabled","Valid shipping address data (street, city, state, zip, country)","Package dimensions and weight","Carrier account credentials or TrackMage carrier partnership"],"input_types":["shipment_details (origin address, destination address, weight, dimensions)","service_level (string: 'ground', 'priority', 'overnight', etc.)","label_format (string: 'pdf', 'png', 'zpl')","carrier_preference (optional: specific carrier code or 'cheapest')"],"output_types":["label_data (binary PDF/PNG or ZPL text)","tracking_number (string)","carrier_info (carrier name, service type, estimated delivery)","shipment_id (string for future reference)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-trackmage__cap_2","uri":"capability://tool.use.integration.batch.shipment.processing.with.rate.shopping","name":"batch shipment processing with rate shopping","description":"Processes multiple shipments in bulk through the TrackMage API with built-in rate comparison across carriers. The MCP server queues shipments, applies rate-shopping logic to select optimal carriers per shipment, and generates labels in batch. Supports conditional logic for carrier selection (e.g., use FedEx for overnight, UPS for ground) and cost thresholds. Results are returned as a structured batch with per-shipment status and errors.","intents":["I need to process 100+ orders at once and automatically select the best carrier for each based on cost","I want to apply business rules like 'use FedEx for overnight, UPS for ground' across a batch","I need to generate all labels at once and handle failures gracefully without blocking the entire batch","I want to compare rates across carriers before committing to shipments"],"best_for":["high-volume e-commerce fulfillment centers","logistics platforms processing daily shipment batches","teams optimizing shipping costs across multiple carriers","batch fulfillment automation systems"],"limitations":["Rate shopping adds latency (typically 2-5 seconds per shipment for multi-carrier comparison)","Batch size limits depend on TrackMage API tier (typically 100-1000 per request)","Rate quotes are time-limited (usually 30-60 minutes); shipments must be created within quote window","Partial batch failures require retry logic; no built-in transaction semantics across shipments"],"requires":["TrackMage API account with batch processing enabled","Array of shipment objects with complete address and dimension data","Carrier accounts or TrackMage partnerships for rate quotes","Business rules configuration (carrier preferences, cost thresholds)"],"input_types":["shipments (array of shipment objects with origin, destination, weight, dimensions)","rate_shopping_config (carrier preferences, cost limits, service level rules)","label_format (string: 'pdf', 'png', 'zpl')"],"output_types":["batch_results (array of shipment objects with tracking numbers, labels, selected carriers)","batch_summary (total cost, carriers used, success/failure counts)","error_log (per-shipment errors with retry guidance)"],"categories":["tool-use-integration","automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-trackmage__cap_3","uri":"capability://tool.use.integration.shipment.status.event.streaming.and.webhook.management","name":"shipment status event streaming and webhook management","description":"Manages webhook subscriptions for shipment status changes through the TrackMage API, enabling event-driven architectures where status updates are pushed to client systems rather than polled. The MCP server handles webhook registration, event filtering (e.g., only 'delivered' events), retry logic for failed deliveries, and signature verification. Supports multiple webhook endpoints and conditional routing based on shipment attributes.","intents":["I want to receive real-time notifications when a shipment status changes without polling","I need to route shipment events to different systems based on carrier or destination","I want to verify webhook authenticity to prevent spoofed status updates","I need to handle webhook delivery failures with automatic retries"],"best_for":["event-driven order management systems","customer notification platforms (SMS, email on shipment updates)","real-time logistics dashboards","teams building reactive fulfillment workflows"],"limitations":["Webhook delivery is eventually consistent; events may arrive out of order or with delays","Webhook endpoints must be publicly accessible and respond within 30 seconds","TrackMage retries failed webhooks for 24-48 hours; older events may be lost","Webhook payload size is limited (typically 1MB); large shipment histories must be queried separately"],"requires":["TrackMage API account with webhook support","Public HTTPS endpoint to receive webhook events","Webhook secret for signature verification","MCP client capable of managing long-lived webhook subscriptions"],"input_types":["webhook_url (string, HTTPS endpoint)","event_types (array: 'created', 'picked_up', 'in_transit', 'delivered', 'exception')","filters (optional: carrier, destination, shipment_id patterns)","webhook_secret (string for signature verification)"],"output_types":["webhook_event (JSON with event_type, shipment_id, status, timestamp, carrier_data)","webhook_registration_id (string for managing subscription)","delivery_status (success/failure with retry count)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-trackmage__cap_4","uri":"capability://tool.use.integration.address.validation.and.carrier.service.availability.checking","name":"address validation and carrier service availability checking","description":"Validates shipping addresses against USPS, UPS, and FedEx databases through the TrackMage API to catch invalid addresses before shipment creation. The MCP server performs address standardization, geocoding, and checks carrier service availability for the validated address (e.g., FedEx may not serve certain rural areas). Returns corrected addresses and available carrier options, reducing shipment failures and return-to-sender incidents.","intents":["I want to validate a customer address before creating a shipment to avoid failed deliveries","I need to check if a specific carrier serves a destination address","I want to standardize addresses to match carrier requirements","I need to identify undeliverable addresses before charging customers for shipping"],"best_for":["e-commerce checkout flows validating shipping addresses","customer service teams correcting address issues","fulfillment systems preventing undeliverable shipments","teams reducing return-to-sender rates"],"limitations":["Address validation is US-centric; international address support is limited","Validation latency is 500ms-2s per address due to carrier database lookups","Some rural addresses may not validate even if deliverable; manual review required","Address standardization may change customer-provided addresses (e.g., 'St' to 'Street')"],"requires":["TrackMage API account with address validation enabled","Complete address data (street, city, state, zip, country)","Carrier accounts or TrackMage partnerships for service area data"],"input_types":["address (street, city, state, zip, country)","carrier_codes (optional: specific carriers to check availability)"],"output_types":["validated_address (standardized address matching carrier requirements)","validation_status (valid, corrected, undeliverable)","available_carriers (array of carriers serving the address)","service_areas (carrier-specific service area info)"],"categories":["tool-use-integration","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-trackmage__cap_5","uri":"capability://tool.use.integration.shipment.cost.estimation.and.rate.quoting","name":"shipment cost estimation and rate quoting","description":"Provides real-time shipping cost estimates across multiple carriers through the TrackMage API without committing to shipment creation. The MCP server queries carrier rate engines with shipment details (weight, dimensions, origin, destination, service level) and returns comparable quotes. Supports surcharge calculations (fuel, residential, hazmat) and shows rate breakdowns. Quotes are time-limited and must be used within a specified window for accuracy.","intents":["I want to show customers accurate shipping costs at checkout before they complete purchase","I need to compare shipping costs across carriers to optimize fulfillment expenses","I want to calculate shipping surcharges (fuel, residential, hazmat) automatically","I need to provide rate quotes to customers without creating shipments"],"best_for":["e-commerce platforms displaying shipping costs at checkout","shipping calculators and rate comparison tools","fulfillment optimization systems","customer service teams providing shipping quotes"],"limitations":["Quotes are valid for 30-60 minutes; rates change frequently and must be refreshed","Surcharge calculations are estimates; actual charges may vary based on carrier processing","International rates are less accurate due to variable customs and duties","Negotiated rates (volume discounts) may not be reflected in standard quotes"],"requires":["TrackMage API account with rate quoting enabled","Complete shipment details (origin, destination, weight, dimensions, service level)","Carrier accounts or TrackMage partnerships for rate data"],"input_types":["origin_address (street, city, state, zip, country)","destination_address (street, city, state, zip, country)","weight (decimal, in pounds or kilograms)","dimensions (length, width, height)","service_level (string: 'ground', 'priority', 'overnight')","carrier_codes (optional: specific carriers to quote)"],"output_types":["rate_quotes (array of carrier quotes with base rate, surcharges, total)","quote_id (string for referencing quote in shipment creation)","quote_expiration (timestamp when quote expires)","rate_breakdown (base rate, fuel surcharge, residential surcharge, etc.)"],"categories":["tool-use-integration","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-trackmage__cap_6","uri":"capability://tool.use.integration.return.shipment.management.and.reverse.logistics","name":"return shipment management and reverse logistics","description":"Manages return shipments and reverse logistics through the TrackMage API, enabling customers to initiate returns and generating return labels. The MCP server handles return authorization, generates prepaid return labels (with carrier-specific formats), and tracks return shipments back to the origin. Supports configurable return policies (time windows, conditions) and integrates with the forward shipment tracking for end-to-end visibility.","intents":["I want to generate a return label for a customer without manual intervention","I need to track a return shipment back to my warehouse","I want to enforce return policies (e.g., 30-day window) programmatically","I need to see the full lifecycle of a shipment including returns"],"best_for":["e-commerce platforms managing customer returns","customer service systems automating return processes","reverse logistics operations","teams tracking end-to-end shipment lifecycle"],"limitations":["Return labels are carrier-specific; some carriers charge for return label generation","Return authorization windows are configurable but must be enforced by client logic","Prepaid return labels may not be available for all carriers or service levels","Return tracking depends on customer compliance (using correct label, shipping within window)"],"requires":["TrackMage API account with return management enabled","Original shipment ID or tracking number","Return policy configuration (time window, conditions)","Carrier accounts supporting prepaid returns"],"input_types":["original_shipment_id (string)","return_reason (string: 'defective', 'wrong_item', 'customer_request', etc.)","return_address (optional: override default return address)","label_format (string: 'pdf', 'png', 'zpl')"],"output_types":["return_label (binary PDF/PNG or ZPL text)","return_tracking_number (string)","return_authorization_id (string)","return_shipment_id (string for tracking)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-trackmage__cap_7","uri":"capability://tool.use.integration.shipment.exception.handling.and.delivery.failure.management","name":"shipment exception handling and delivery failure management","description":"Detects and manages shipment exceptions (delivery failures, address issues, customs holds) through the TrackMage API with automated remediation workflows. The MCP server monitors shipment status for exception conditions, triggers notifications, and supports actions like address corrections, carrier contact, or return-to-sender. Integrates with carrier exception APIs to provide detailed failure reasons and recommended actions.","intents":["I want to be notified immediately when a shipment fails to deliver","I need to automatically correct address issues and reattempt delivery","I want to contact the carrier on behalf of the customer to resolve delivery issues","I need to track exception rates by carrier and address to identify patterns"],"best_for":["customer service teams managing delivery failures","fulfillment operations optimizing delivery success rates","teams building proactive customer notification systems","logistics platforms monitoring shipment health"],"limitations":["Exception detection depends on carrier reporting; some carriers have delayed exception updates","Automated remediation (address correction, reattempt) requires carrier support and may incur fees","Customs holds and international exceptions require manual intervention in many cases","Exception resolution time varies by carrier (typically 3-7 business days)"],"requires":["TrackMage API account with exception monitoring enabled","Shipment tracking data with status updates","Carrier APIs or TrackMage integrations for exception details","Notification system for alerting on exceptions"],"input_types":["shipment_id (string)","exception_types (array: 'delivery_failed', 'address_issue', 'customs_hold', 'lost')","remediation_actions (array: 'correct_address', 'contact_carrier', 'return_to_sender')"],"output_types":["exception_details (exception_type, reason, timestamp, carrier_message)","remediation_status (action taken, result, next_steps)","exception_log (historical exceptions for analytics)"],"categories":["tool-use-integration","automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-trackmage__cap_8","uri":"capability://data.processing.analysis.shipment.analytics.and.reporting.with.cost.optimization.insights","name":"shipment analytics and reporting with cost optimization insights","description":"Aggregates shipment data across carriers and time periods through the TrackMage API to generate analytics and cost optimization reports. The MCP server queries historical shipment data, calculates metrics (cost per shipment, delivery time, exception rates by carrier), and identifies optimization opportunities (e.g., 'switching 20% of ground shipments to UPS would save $5K/month'). Supports custom date ranges, filtering by carrier/destination, and export to CSV/JSON.","intents":["I want to see which carrier is most cost-effective for my shipping volume","I need to analyze delivery performance (on-time rates, exception rates) by carrier","I want to identify opportunities to reduce shipping costs","I need to generate reports for management on shipping expenses and performance"],"best_for":["logistics managers optimizing carrier spend","e-commerce finance teams analyzing shipping costs","operations teams monitoring carrier performance","teams making carrier contract negotiations"],"limitations":["Analytics are based on historical data; real-time metrics have 1-2 hour delays","Cost optimization recommendations are based on historical rates; actual savings depend on volume commitments","Delivery time metrics vary by service level and destination; comparisons must account for these factors","Data retention limits (typically 12-24 months) constrain long-term trend analysis"],"requires":["TrackMage API account with analytics enabled","Historical shipment data (typically 30+ days for meaningful analysis)","Carrier cost data (rates, surcharges, negotiated pricing)"],"input_types":["date_range (start_date, end_date)","filters (optional: carrier_codes, destination_regions, service_levels)","metrics (array: 'cost', 'delivery_time', 'exception_rate', 'on_time_rate')","grouping (optional: 'by_carrier', 'by_destination', 'by_service_level')"],"output_types":["analytics_report (metrics aggregated by filter/grouping)","cost_summary (total cost, cost per shipment, cost by carrier)","performance_metrics (delivery time, exception rates, on-time rates)","optimization_recommendations (array of cost-saving opportunities with estimated savings)"],"categories":["data-processing-analysis","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-trackmage__cap_9","uri":"capability://tool.use.integration.mcp.protocol.integration.for.claude.and.compatible.clients","name":"mcp protocol integration for claude and compatible clients","description":"Implements the Model Context Protocol (MCP) to expose TrackMage shipment and logistics capabilities as tools callable by Claude and other MCP-compatible clients. The MCP server translates natural language requests from Claude into TrackMage API calls, handles authentication, manages context across multi-turn conversations, and returns results in formats optimized for LLM consumption. Supports tool discovery, schema validation, and error handling with user-friendly messages.","intents":["I want to ask Claude to track a shipment or create a label in natural language","I need Claude to help me analyze shipping costs and recommend carriers","I want to build an AI agent that can manage shipments autonomously","I need to integrate TrackMage capabilities into my Claude-based workflow"],"best_for":["teams building AI agents for logistics automation","Claude users wanting to manage shipments conversationally","developers integrating TrackMage into LLM-powered applications","organizations automating logistics workflows with AI"],"limitations":["MCP server must be running and accessible to Claude (local or remote)","Claude's context window limits the amount of shipment data it can process per request","Natural language requests may be ambiguous; explicit parameters are more reliable","MCP protocol overhead adds ~100-200ms latency per tool call vs direct API calls"],"requires":["Claude Desktop or compatible MCP client","TrackMage MCP server running (Node.js or compatible runtime)","TrackMage API credentials configured in MCP server","MCP client configuration pointing to TrackMage server"],"input_types":["natural_language_request (string from Claude)","tool_parameters (structured JSON from MCP schema)"],"output_types":["tool_result (structured JSON optimized for LLM consumption)","error_message (user-friendly error description)"],"categories":["tool-use-integration","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":30,"verified":false,"data_access_risk":"high","permissions":["TrackMage API account with valid credentials","MCP client implementation (Claude Desktop, custom MCP host, or compatible tool)","Network connectivity to TrackMage API endpoints","Carrier accounts or TrackMage carrier partnerships for tracking access","TrackMage API account with carrier integrations enabled","Valid shipping address data (street, city, state, zip, country)","Package dimensions and weight","Carrier account credentials or TrackMage carrier partnership","TrackMage API account with batch processing enabled","Array of shipment objects with complete address and dimension data"],"failure_modes":["Tracking data freshness depends on carrier API update frequency (typically 15-60 minute delays)","Some carriers have rate limits on tracking queries (e.g., USPS allows ~1000 queries/day)","Historical tracking data retention varies by carrier (typically 30-90 days)","Tracking accuracy degrades for international shipments with customs holds","Label generation requires valid carrier accounts with TrackMage (not all carriers supported)","Dimensional weight calculations vary by carrier; TrackMage uses carrier-specific rules","Some carriers require pre-negotiated rates; default rates may not reflect negotiated pricing","Label reprinting after carrier pickup may incur fees or be blocked by carrier","Rate shopping adds latency (typically 2-5 seconds per shipment for multi-carrier comparison)","Batch size limits depend on TrackMage API tier (typically 100-1000 per request)","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.45,"ecosystem":0.39999999999999997,"match_graph":0.25,"freshness":0.52,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-06-17T09:51:04.050Z","last_scraped_at":"2026-05-03T14:00:15.503Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=trackmage","compare_url":"https://unfragile.ai/compare?artifact=trackmage"}},"signature":"rZas1zAnbnsNjq5gRfA/G3NSPks7NhMGkkwHKft3QGXz5Rm4WPAcq7zExl0cMeYXIW9RM8WdWAXkiaGLwdE0Aw==","signedAt":"2026-06-22T18:32:28.538Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/trackmage","artifact":"https://unfragile.ai/trackmage","verify":"https://unfragile.ai/api/v1/verify?slug=trackmage","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}