"Cross-border e-commerce trends and category opportunities report for 2025" matching MCP servers:

Enables handling of e-commerce exceptions like stuck packages, missing items, and refund escalations through MCP tools, with safety guardrails and PostgreSQL persistence.

Enables investigating delayed e-commerce orders by searching orders, retrieving order context, diagnosing delay causes, and recommending resolutions through natural language.

Enables interaction with SAP Commerce systems through OCC APIs, supporting product discovery, cart management, customer support operations, and store information retrieval. Provides both local and remote connectivity options for AI agents to perform e-commerce tasks.

Enables customer support across e-commerce platforms by providing order management, product guidance, and account assistance tools through natural language queries.

Enables AI agents to independently investigate and resolve e-commerce order issues, particularly refund processing, with tools for order search, refund eligibility checks, and safe refund execution.

Helps a commerce operations analyst investigate stuck synthetic orders, diagnose blockers from stored facts, and create auditable human-review escalations without changing fulfillment state.

A proof of concept MCP server that gives AI agents business context for e-commerce operations including orders, inventory, logistics, returns, claims, and payments.

Enables commerce operations teams to investigate missing-delivery complaints and resolve them through natural language, with policy-enforced refunds and escalations.

Provides e-commerce customer support tools for order status, delivery, account, and policy questions, with RAG-grounded retrieval and strict authorization checks over mock data.

Enables AI agents to investigate and resolve operational exceptions across orders, payments, inventory, and fulfillment through a multi-system truth and guarded actions.

Enables AI agents to investigate why paid orders have not reached shipment creation and create persistent human-review escalations.

Remote MCP server for fetching order status and checking refund eligibility, built with FastMCP, FastAPI, and MySQL.

An MCP-compliant server that enables AI assistants like Claude Desktop to access and analyze Intercom support tickets with full conversation history.

Enables AI agents to investigate commerce incidents where a payment was captured but no order was created, by checking payment/order status and creating or updating incident escalations for human review. It also provides tools to list open escalations and check escalation status, without ever taking automated corrective action.

Generates professional Adobe Commerce support responses from case findings. Supports both structured and mixed content formats with automatic categorization capabilities.

Enables AI agents to investigate and resolve e-commerce order exceptions like damages, lost shipments, refunds, and replacements through a unified interface with built-in guardrails.

Privacy-first Telegram MCP server enabling maintainers to triage chats, inspect context, search messages, draft replies, and send authorized messages locally without a cloud relay.

Gives Alexa+ voice access to track household insurance claims, refunds, repairs, and disputes, and to chase them via disclosed AI phone calls while keeping money and legal decisions with the human.

Enables interaction with Zendesk Support for managing tickets, comments, and filtering via the Model Context Protocol. It allows LLMs to perform actions like creating, updating, and listing support tickets through natural language in a Heroku-native environment.

A fully-featured MCP server with API-key authentication, demonstrating realistic e-commerce tools, resources, and prompts.