Bring Returns Management
to OpenAI Agents SDK
Learn how to connect Loop to OpenAI Agents SDK and start using 10 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.
What is the Loop MCP Server?
Connect your Loop account to any AI agent and manage returns through natural conversation.
What you can do
- Return Tracking — Browse return requests with status and reason codes
- Exchange Management — Track product exchanges and new order creation
- Refund History — Monitor refunds with amounts and processing status
- Return Analytics — Access return rates, top reasons, and trend data
- Customer Returns — View return history per customer
How it works
1. Subscribe to this server
2. Enter your Loop API Key
3. Start managing returns from Claude, Cursor, or any MCP-compatible client
Who is this for?
- E-commerce Teams — manage returns and reduce churn
- Customer Support — process returns and exchanges efficiently
- Operations — analyze return trends and optimize logistics
Built-in capabilities (10)
Add an internal note to a feedback item
Get details of a specific feedback item
Get account information
Get overall sentiment analytics
Get details of a developer ticket
List AI-generated developer tickets
List customer feedback items in Loop
) providing feedback. List integrated feedback sources
List recurring feedback themes
List projects in Loop
Why OpenAI Agents SDK?
The OpenAI Agents SDK auto-discovers all 10 tools from Loop through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Loop, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
- —
Native MCP integration via
MCPServerSse, pass the URL and the SDK auto-discovers all tools with full type safety - —
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
- —
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
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First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Loop in OpenAI Agents SDK
Loop and 3,400+ other MCP servers. One platform. One governance layer.
Teams that connect Loop to OpenAI Agents SDK through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.
Raw MCP | Vinkius | |
|---|---|---|
| Server catalog | Find and host yourself | 3,400+ managed |
| Infrastructure | Self-hosted | Sandboxed V8 isolates |
| Credential handling | Plaintext in config | Vault + runtime injection |
| Data loss prevention | None | Configurable DLP policies |
| Kill switch | None | Global instant shutdown |
| Financial circuit breakers | None | Per-server limits + alerts |
| Audit trail | None | Ed25519 signed logs |
| SIEM log streaming | None | Splunk, Datadog, Webhook |
| Honeytokens | None | Canary alerts on leak |
| Custom domains | Not applicable | DNS challenge verified |
| GDPR compliance | Manual effort | Automated purge + export |
Why teams choose Vinkius for Loop in OpenAI Agents SDK
The Loop MCP Server runs on Vinkius-managed infrastructure inside AWS — a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts. All 10 tools execute in hardened sandboxes optimized for native MCP execution.
Your AI agents in OpenAI Agents SDK only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
How Vinkius secures
Loop for OpenAI Agents SDK
Every tool call from OpenAI Agents SDK to the Loop MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
Can I track return requests and process exchanges?
Yes. Browse all return requests with status, reason codes, and product details. Track exchanges and new order fulfillment.
Can I analyze return trends and reasons?
Yes. Access return rates, top return reasons, product-level return analytics, and trend data over time.
What API does Loop use?
Bearer authentication against loop.solve-studio.co/api/v1.
How does the OpenAI Agents SDK connect to MCP?
Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.
Can I use multiple MCP servers in one agent?
Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
Does the SDK support streaming responses?
Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.
MCPServerStreamableHttp not found
Ensure you have the latest version: pip install --upgrade openai-agents
Agent not calling tools
Make sure your prompt explicitly references the task the tools can help with.