Dashly MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 8 tools to Get Conversation, Get User Details, List Channels, and more
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Dashly 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 Dashly app connector for OpenAI Agents SDK is a standout in the Customer Support category — giving your AI agent 8 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="Dashly Assistant",
instructions=(
"You help users interact with Dashly. "
"You have access to 8 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Dashly"
)
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 Dashly MCP Server
Connect your Dashly account to any AI agent and take full control of your conversational marketing and user tracking workflows through natural conversation.
The OpenAI Agents SDK auto-discovers all 8 tools from Dashly through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Dashly, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
What you can do
- User Lifecycle Orchestration — List and manage your entire high-fidelity user database programmatically, retrieving detailed profile metadata and custom property updates
- Conversational Intelligence — Query active chat sessions, retrieve high-fidelity message history, and send instant replies directly through your agent
- Event Tracking Architecture — Programmatically record custom user actions (e.g., 'Pricing Viewed') to maintain a perfectly coordinated audit trail of customer behavior
- Channel Optimization — Access your complete directory of communication channels to coordinate your engagement strategy across multiple touchpoints
- Operational Monitoring — Verify account-level API connectivity and monitor user activity trends directly through your agent for instant performance reporting
The Dashly MCP Server exposes 8 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 8 Dashly tools available for OpenAI Agents SDK
When OpenAI Agents SDK connects to Dashly through Vinkius, your AI agent gets direct access to every tool listed below — spanning conversational-marketing, user-tracking, lead-nurturing, 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 details for a specific conversation
Get details for a specific user
List communication channels
List recent conversations
List all Dashly users
Send a reply to a conversation
Set custom properties for a user
Track a custom event for a user
Connect Dashly to OpenAI Agents SDK via MCP
Follow these steps to wire Dashly 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 Dashly MCP Server
OpenAI Agents SDK provides unique advantages when paired with Dashly 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
Dashly + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Dashly MCP Server delivers measurable value.
Automated workflows: build agents that query Dashly, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Dashly, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Dashly tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Dashly to resolve tickets, look up records, and update statuses without human intervention
Example Prompts for Dashly in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Dashly immediately.
"List all active chat conversations in my Dashly account."
"Track event 'Newsletter Signup' for user 'user_456'."
"Get the profile metadata for user ID 'user_789'."
Troubleshooting Dashly MCP Server with OpenAI Agents SDK
Common issues when connecting Dashly to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Dashly + OpenAI Agents SDK FAQ
Common questions about integrating Dashly 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.