Crisp MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 6 tools to Get Conversation, Get Messages, Get Visitor Profile, and more
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Crisp through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
Ask AI about this App Connector for OpenAI Agents SDK
The Crisp app connector for OpenAI Agents SDK is a standout in the Productivity category — giving your AI agent 6 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MCPServerStreamableHttp(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
) as mcp_server:
agent = Agent(
name="Crisp Assistant",
instructions=(
"You help users interact with Crisp. "
"You have access to 6 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Crisp"
)
print(result.final_output)
asyncio.run(main())
* 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
About Crisp MCP Server
Connect your Crisp account to any AI agent and take full control of your multi-channel customer support and visitor engagement workflows through natural conversation.
The OpenAI Agents SDK auto-discovers all 6 tools from Crisp through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Crisp, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
What you can do
- Conversation Orchestration — List and manage active chat and email support sessions programmatically, including monitoring unread counts and conversation status in real-time
- Automated Messaging — Programmatically dispatch text messages to active sessions to coordinate immediate customer assistance and engagement
- Thread Intelligence — Access complete message histories for any session to provide high-fidelity context for your support and marketing responses
- Visitor Lifecycle — Retrieve detailed visitor profiles and people records to maintain a perfectly coordinated relationship history
- Operational Monitoring — Access real-time website traffic metrics and support volume summaries directly through your agent for instant CX reporting
The Crisp MCP Server exposes 6 tools through the Vinkius. Connect it to OpenAI Agents SDK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 6 Crisp tools available for OpenAI Agents SDK
When OpenAI Agents SDK connects to Crisp through Vinkius, your AI agent gets direct access to every tool listed below — spanning crisp, live-chat-api, omnichannel-support, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Get conversation details
List messages in a conversation
Get visitor profile details
List all website conversations
List all website visitors/people
Pass data as a JSON string. Send a message to a conversation
Connect Crisp to OpenAI Agents SDK via MCP
Follow these steps to wire Crisp into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install the SDK
pip install openai-agents in your Python environmentReplace the token
[YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.comRun the script
python agent.pyExplore tools
Why Use OpenAI Agents SDK with the Crisp MCP Server
OpenAI Agents SDK provides unique advantages when paired with Crisp through the Model Context Protocol.
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
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Crisp + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Crisp MCP Server delivers measurable value.
Automated workflows: build agents that query Crisp, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Crisp, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Crisp tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Crisp to resolve tickets, look up records, and update statuses without human intervention
Example Prompts for Crisp in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Crisp immediately.
"List all active conversations on my website."
"Show the transcript for chat session 'sess_123'."
"Find the visitor profile for 'jane@example.com'."
Troubleshooting Crisp MCP Server with OpenAI Agents SDK
Common issues when connecting Crisp to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Crisp + OpenAI Agents SDK FAQ
Common questions about integrating Crisp MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
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?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.