HelpCrunch MCP Server for OpenAI Agents SDK 11 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect HelpCrunch through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
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="HelpCrunch Assistant",
instructions=(
"You help users interact with HelpCrunch. "
"You have access to 11 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from HelpCrunch"
)
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 HelpCrunch MCP Server
Connect your HelpCrunch account to any AI agent and take full control of your customer communication and support workflows through natural conversation.
The OpenAI Agents SDK auto-discovers all 11 tools from HelpCrunch through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries HelpCrunch, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
What you can do
- Chat Oversight — List all active and past conversations, retrieve full transcripts, and monitor response times.
- Customer Management — Access detailed customer profiles, add descriptive tags, and track user interaction history.
- Team Coordination — Reassign chats to specific team members or departments to ensure the right person handles every query.
- Proactive Support — Search through chats using complex filters to identify trends or urgent customer issues.
- Workflow Automation — Update chat statuses (closed, open, snoozed) directly from the chat interface.
- Operational Efficiency — List support departments and monitor the overall health of your customer service operations.
The HelpCrunch MCP Server exposes 11 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.
How to Connect HelpCrunch to OpenAI Agents SDK via MCP
Follow these steps to integrate the HelpCrunch MCP Server with OpenAI Agents SDK.
Install the SDK
Run pip install openai-agents in your Python environment
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
Run the script
Save the code above and run it: python agent.py
Explore tools
The agent will automatically discover 11 tools from HelpCrunch
Why Use OpenAI Agents SDK with the HelpCrunch MCP Server
OpenAI Agents SDK provides unique advantages when paired with HelpCrunch 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
HelpCrunch + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the HelpCrunch MCP Server delivers measurable value.
Automated workflows: build agents that query HelpCrunch, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries HelpCrunch, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through HelpCrunch tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query HelpCrunch to resolve tickets, look up records, and update statuses without human intervention
HelpCrunch MCP Tools for OpenAI Agents SDK (11)
These 11 tools become available when you connect HelpCrunch to OpenAI Agents SDK via MCP:
add_customer_tag
Add a label/tag to a customer profile
get_chat_details
Get detailed information about a specific chat
get_customer_details
Get detailed profile information for a specific customer
list_chat_messages
Useful for understanding context or historical interactions. List all messages within a specific chat
list_chats
Each chat includes basic metadata and status. List all conversations (chats) in HelpCrunch
list_customers
List all customers (contacts) in HelpCrunch
list_departments
List all support departments
search_chats
Pass filter criteria as a JSON string in "filter_json" (e.g., {"status": "open"}). Search for chats using filters
send_message
Pass the payload as a JSON string in "body_json" (e.g., {"chat": 123, "text": "Hello"}). Send a message to a chat
update_chat_assignee
Assign a chat to a specific team member
update_chat_status
Update the status of a chat (e.g., closed, open)
Example Prompts for HelpCrunch in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with HelpCrunch immediately.
"List all open chats and show the last message for each."
"Search for all chats from the customer with email 'john.doe@example.com'."
"Tag customer ID 5592 with 'VIP' and 'Priority Support'."
Troubleshooting HelpCrunch MCP Server with OpenAI Agents SDK
Common issues when connecting HelpCrunch to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
HelpCrunch + OpenAI Agents SDK FAQ
Common questions about integrating HelpCrunch 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.Does the SDK support streaming responses?
Connect HelpCrunch with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
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GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect HelpCrunch to OpenAI Agents SDK
Get your token, paste the configuration, and start using 11 tools in under 2 minutes. No API key management needed.