Bring Conversational Commerce
to OpenAI Agents SDK
Learn how to connect Blip 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 Blip MCP Server?
What you can do
- Send WhatsApp and Chatbot messages directly to your customers.
- Create, update, and retrieve detailed contact information.
- Monitor support tickets from Blip Desk and manage ongoing conversation threads.
- Analyze active conversations to trigger personalized workflows.
How it works
1. Log in to your Blip portal and access your bot's settings. 2. Copy the API Key from the Connection Information area. 3. Securely connect your agent to start managing Blip communications instantly.Who is this for?
Customer Support teams managing tickets, Marketing teams triggering proactive messages, and Sales professionals following up on leads via WhatsApp.Built-in capabilities (10)
Create or update a Blip contact
Delete a Blip contact
Get a Blip contact by ID
Get messages from a Blip thread
Get a Blip desk ticket by ID
List Blip contacts
List Blip conversation threads
List Blip desk tickets
Ping the Blip bot
Send a message to a Blip contact
Why OpenAI Agents SDK?
The OpenAI Agents SDK auto-discovers all 10 tools from Blip through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Blip, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
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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
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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
Blip in OpenAI Agents SDK
Blip and 3,400+ other MCP servers. One platform. One governance layer.
Teams that connect Blip 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 Blip in OpenAI Agents SDK
The Blip 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
Blip for OpenAI Agents SDK
Every tool call from OpenAI Agents SDK to the Blip MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
Can the AI Agent manage ongoing Chatbot threads?
Yes, the agent can list active threads and retrieve their messages to understand the full context of a customer's conversation.
Is it possible to reply to customer support tickets on Blip Desk?
The AI agent can retrieve and analyze tickets from Blip Desk and send direct messages to the user via the send_message tool to assist with resolutions.
Can I use the agent to send automated WhatsApp notifications?
Absolutely. The agent can use the messaging capabilities to trigger plain text messages directly to phone numbers connected to your Blip router.
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.
